From 1468e37c862d54a03a9c8691af34786b86498c69 Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Sun, 3 Nov 2024 10:27:58 +0100
Subject: [PATCH 01/14] added option to not automatically set initial state

---
 docs/getting_started/study.html |  2 +-
 examples/stormpy_dtmc.py        |  2 +-
 stormvogel/mapping.py           | 11 ++++++-----
 stormvogel/model.py             | 33 +++++++++++++++++++--------------
 tests/test_mapping.py           |  3 ---
 5 files changed, 27 insertions(+), 24 deletions(-)

diff --git a/docs/getting_started/study.html b/docs/getting_started/study.html
index c5d78df..5a795e6 100644
--- a/docs/getting_started/study.html
+++ b/docs/getting_started/study.html
@@ -1,6 +1,6 @@
 
           <iframe
-                id="studyJItnPUbGyS"
+                id="studyQvPbMkPXdR"
                 width="820"
                 height="620"
                 frameborder="0"
diff --git a/examples/stormpy_dtmc.py b/examples/stormpy_dtmc.py
index 92120c1..879d4e4 100644
--- a/examples/stormpy_dtmc.py
+++ b/examples/stormpy_dtmc.py
@@ -44,7 +44,7 @@ def example_building_dtmcs_01():
         state_labeling.add_label(label)
 
     # Set label of state 0
-    state_labeling.add_label_to_state("init", 0)
+    state_labeling.add_label_to_state("init", 1)
     # print(state_labeling.get_states("init"))
 
     # Set remaining labels
diff --git a/stormvogel/mapping.py b/stormvogel/mapping.py
index 110db3a..565670c 100644
--- a/stormvogel/mapping.py
+++ b/stormvogel/mapping.py
@@ -324,6 +324,7 @@ def add_states(
         """
         helper function to add the states from the sparsemodel to the model
         """
+        model.new_state()
         for state in sparsemodel.states:
             if state.id == 0:
                 for label in state.labels:
@@ -357,7 +358,7 @@ def map_dtmc(sparsedtmc: stormpy.storage.SparseDtmc) -> stormvogel.model.Model:
         """
 
         # we create the model (it seems names are not stored in sparsedtmcs)
-        model = stormvogel.model.new_dtmc(name=None)
+        model = stormvogel.model.new_dtmc(name=None, create_initial_state=False)
 
         # we add the states
         add_states(model, sparsedtmc)
@@ -388,7 +389,7 @@ def map_mdp(sparsemdp: stormpy.storage.SparseDtmc) -> stormvogel.model.Model:
         """
 
         # we create the model
-        model = stormvogel.model.new_mdp(name=None)
+        model = stormvogel.model.new_mdp(name=None, create_initial_state=False)
 
         # we add the states
         add_states(model, sparsemdp)
@@ -430,7 +431,7 @@ def map_ctmc(sparsectmc: stormpy.storage.SparseCtmc) -> stormvogel.model.Model:
         """
 
         # we create the model (it seems names are not stored in sparsectmcs)
-        model = stormvogel.model.new_ctmc(name=None)
+        model = stormvogel.model.new_ctmc(name=None, create_initial_state=False)
 
         # we add the states
         add_states(model, sparsectmc)
@@ -465,7 +466,7 @@ def map_pomdp(sparsepomdp: stormpy.storage.SparsePomdp) -> stormvogel.model.Mode
         """
 
         # we create the model (it seems names are not stored in sparsepomdps)
-        model = stormvogel.model.new_pomdp(name=None)
+        model = stormvogel.model.new_pomdp(name=None, create_initial_state=False)
 
         # we add the states
         add_states(model, sparsepomdp)
@@ -511,7 +512,7 @@ def map_ma(sparsema: stormpy.storage.SparseMA) -> stormvogel.model.Model:
         """
 
         # we create the model (it seems names are not stored in sparsemas)
-        model = stormvogel.model.new_ma(name=None)
+        model = stormvogel.model.new_ma(name=None, create_initial_state=False)
 
         # we add the states
         add_states(model, sparsema)
diff --git a/stormvogel/model.py b/stormvogel/model.py
index 1f7da00..5cfc4a2 100644
--- a/stormvogel/model.py
+++ b/stormvogel/model.py
@@ -359,7 +359,9 @@ class Model:
     # In ma's we keep track of markovian states
     markovian_states: list[State] | None
 
-    def __init__(self, name: str | None, model_type: ModelType):
+    def __init__(
+        self, name: str | None, model_type: ModelType, create_initial_state: bool = True
+    ):
         self.name = name
         self.type = model_type
         self.transitions = {}
@@ -391,7 +393,8 @@ def __init__(self, name: str | None, model_type: ModelType):
             self.markovian_states = None
 
         # Add the initial state
-        self.new_state(["init"])
+        if create_initial_state:
+            self.new_state(["init"])
 
     def supports_actions(self):
         """Returns whether this model supports actions."""
@@ -853,31 +856,33 @@ def __eq__(self, other):
         return False
 
 
-def new_dtmc(name: str | None = None):
+def new_dtmc(name: str | None = None, create_initial_state: bool = True):
     """Creates a DTMC."""
-    return Model(name, ModelType.DTMC)
+    return Model(name, ModelType.DTMC, create_initial_state)
 
 
-def new_mdp(name: str | None = None):
+def new_mdp(name: str | None = None, create_initial_state: bool = True):
     """Creates an MDP."""
-    return Model(name, ModelType.MDP)
+    return Model(name, ModelType.MDP, create_initial_state)
 
 
-def new_ctmc(name: str | None = None):
+def new_ctmc(name: str | None = None, create_initial_state: bool = True):
     """Creates a CTMC."""
-    return Model(name, ModelType.CTMC)
+    return Model(name, ModelType.CTMC, create_initial_state)
 
 
-def new_pomdp(name: str | None = None):
+def new_pomdp(name: str | None = None, create_initial_state: bool = True):
     """Creates a POMDP."""
-    return Model(name, ModelType.POMDP)
+    return Model(name, ModelType.POMDP, create_initial_state)
 
 
-def new_ma(name: str | None = None):
+def new_ma(name: str | None = None, create_initial_state: bool = True):
     """Creates a MA."""
-    return Model(name, ModelType.MA)
+    return Model(name, ModelType.MA, create_initial_state)
 
 
-def new_model(modeltype: ModelType, name: str | None = None):
+def new_model(
+    modeltype: ModelType, name: str | None = None, create_initial_state: bool = True
+):
     """More general model creation function"""
-    return Model(name, modeltype)
+    return Model(name, modeltype, create_initial_state)
diff --git a/tests/test_mapping.py b/tests/test_mapping.py
index 847178f..b2a70e0 100644
--- a/tests/test_mapping.py
+++ b/tests/test_mapping.py
@@ -102,8 +102,6 @@ def test_stormpy_to_stormvogel_and_back_dtmc():
     new_stormpy_dtmc = stormvogel.mapping.stormvogel_to_stormpy(stormvogel_dtmc)
     # print(new_stormpy_dtmc.transition_matrix)
 
-    # TODO also compare other parts than the matrix (e.g. state labels)
-
     assert sparse_equal(stormpy_dtmc, new_stormpy_dtmc)
 
 
@@ -138,7 +136,6 @@ def test_stormpy_to_stormvogel_and_back_mdp():
     new_stormpy_mdp = stormvogel.mapping.stormvogel_to_stormpy(stormvogel_mdp)
     # print(new_stormpy_mdp)
 
-    # TODO also compare other parts than the matrix (e.g. choice labels)
     assert sparse_equal(stormpy_mdp, new_stormpy_mdp)
 
 

From 9949a825c75099094d19e4c8f13078206de1d31b Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Sun, 3 Nov 2024 10:33:15 +0100
Subject: [PATCH 02/14] changed back the stormpydtmc example

---
 examples/stormpy_dtmc.py | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/examples/stormpy_dtmc.py b/examples/stormpy_dtmc.py
index 879d4e4..92120c1 100644
--- a/examples/stormpy_dtmc.py
+++ b/examples/stormpy_dtmc.py
@@ -44,7 +44,7 @@ def example_building_dtmcs_01():
         state_labeling.add_label(label)
 
     # Set label of state 0
-    state_labeling.add_label_to_state("init", 1)
+    state_labeling.add_label_to_state("init", 0)
     # print(state_labeling.get_states("init"))
 
     # Set remaining labels

From f0027096a4f07f35ed661c91377f05cbaf497850 Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Sun, 3 Nov 2024 10:43:19 +0100
Subject: [PATCH 03/14] removed jupyter kernels

---
 docs/getting_started/die.html  |   2 +-
 docs/getting_started/die.ipynb |   8 +-
 docs/getting_started/mdp.ipynb | 386 +--------------------------------
 3 files changed, 15 insertions(+), 381 deletions(-)

diff --git a/docs/getting_started/die.html b/docs/getting_started/die.html
index 7243e1d..2111815 100644
--- a/docs/getting_started/die.html
+++ b/docs/getting_started/die.html
@@ -1,6 +1,6 @@
 
           <iframe
-                id="dieeQbbbtTbpv"
+                id="diezvSItfhbCB"
                 width="820"
                 height="620"
                 frameborder="0"
diff --git a/docs/getting_started/die.ipynb b/docs/getting_started/die.ipynb
index 5ce68a6..7695724 100644
--- a/docs/getting_started/die.ipynb
+++ b/docs/getting_started/die.ipynb
@@ -9,7 +9,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 6,
+      "execution_count": 1,
       "metadata": {},
       "outputs": [],
       "source": [
@@ -29,7 +29,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 7,
+      "execution_count": 2,
       "metadata": {
         "scrolled": true
       },
@@ -39,7 +39,7 @@
             "text/html": [
               "\n",
               "          <iframe\n",
-              "                id=\"dieeQbbbtTbpv\"\n",
+              "                id=\"diezvSItfhbCB\"\n",
               "                width=\"820\"\n",
               "                height=\"620\"\n",
               "                frameborder=\"0\"\n",
@@ -306,7 +306,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.11.2"
+      "version": "3.12.7"
     },
     "widgets": {
       "application/vnd.jupyter.widget-state+json": {
diff --git a/docs/getting_started/mdp.ipynb b/docs/getting_started/mdp.ipynb
index 0146b10..90c7950 100644
--- a/docs/getting_started/mdp.ipynb
+++ b/docs/getting_started/mdp.ipynb
@@ -18,7 +18,7 @@
         {
           "data": {
             "text/plain": [
-              "<stormpy.storage.storage.PrismProgram at 0x7f2e35d75eb0>"
+              "<stormpy.storage.storage.PrismProgram at 0x7fb379fafb30>"
             ]
           },
           "execution_count": 2,
@@ -275,7 +275,7 @@
         {
           "data": {
             "application/vnd.jupyter.widget-view+json": {
-              "model_id": "997d4600f467461ea1373a3ada686982",
+              "model_id": "f113a3bb73e541179bb0eb95c0cacbb4",
               "version_major": 2,
               "version_minor": 0
             },
@@ -285,44 +285,6 @@
           },
           "metadata": {},
           "output_type": "display_data"
-        },
-        {
-          "data": {
-            "text/html": [
-              "<script>fetch('http://127.0.0.1:8889/GqsIRIDxdP/MESSAGE/' + 'test message')</script>"
-            ],
-            "text/plain": [
-              "<IPython.core.display.HTML object>"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "text/html": [
-              "<script>fetch('http://127.0.0.1:8889/GqsIRIDxdP/MESSAGE/' + 'test message')</script>"
-            ],
-            "text/plain": [
-              "<IPython.core.display.HTML object>"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "f45b2ef528d34e9fadcd1202511779a3",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "HBox(children=(Output(), Output()))"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
         }
       ],
       "source": [
@@ -347,341 +309,13 @@
       "outputs": [
         {
           "data": {
-            "text/html": [
-              "\n",
-              "<!DOCTYPE html>\n",
-              "<html lang=\"en\">\n",
-              "  <head>\n",
-              "    <title>Network</title>\n",
-              "    <script\n",
-              "      type=\"text/javascript\"\n",
-              "      src=\"https://unpkg.com/vis-network/standalone/umd/vis-network.min.js\"\n",
-              "    ></script>\n",
-              "    <style type=\"text/css\">\n",
-              "      #mynetwork {\n",
-              "        \n",
-              "        width: 800px;\n",
-              "        height: 600px;\n",
-              "        border: 1px solid lightgray;\n",
-              "        \n",
-              "      }\n",
-              "    </style>\n",
-              "  </head>\n",
-              "  <body>\n",
-              "    <div id=\"mynetwork\"></div>\n",
-              "    <script type=\"text/javascript\">\n",
-              "        \n",
-              "        var nodes = new vis.DataSet([{ id: 0, label: `init\n",
-              "rounds: 0.0`, group: \"states\" },\n",
-              "{ id: 1, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 2, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 3, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 4, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 5, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 6, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 7, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 8, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 9, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 10, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 11, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 12, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 13, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 14, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 15, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 16, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 17, label: `\n",
-              "rounds: 1.0`, group: \"states\", hidden: true },\n",
-              "{ id: 18, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 19, label: `\n",
-              "rounds: 1.0`, group: \"states\", hidden: true },\n",
-              "{ id: 20, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 21, label: `\n",
-              "rounds: 1.0`, group: \"states\", hidden: true },\n",
-              "{ id: 22, label: `\n",
-              "rounds: 1.0`, group: \"states\", hidden: true },\n",
-              "{ id: 23, label: `\n",
-              "rounds: 1.0`, group: \"states\", hidden: true },\n",
-              "{ id: 24, label: `\n",
-              "rounds: 1.0`, group: \"states\", hidden: true },\n",
-              "{ id: 25, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 26, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 27, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 28, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 29, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 30, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 31, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 32, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 33, label: `\n",
-              "rounds: 1.0`, group: \"states\", hidden: true },\n",
-              "{ id: 34, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 35, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 36, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 37, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 38, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 39, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 40, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 41, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 42, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 43, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 44, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 45, label: `\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 46, label: `deadlock\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 47, label: `deadlock\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "{ id: 48, label: `deadlock\n",
-              "rounds: 0.0`, group: \"states\", hidden: true },\n",
-              "]);\n",
-              "        var edges = new vis.DataSet([{ from: 0, to: 1, label: \"1/8\" },\n",
-              "{ from: 0, to: 2, label: \"1/8\" },\n",
-              "{ from: 0, to: 3, label: \"1/8\" },\n",
-              "{ from: 0, to: 4, label: \"1/8\" },\n",
-              "{ from: 0, to: 5, label: \"1/8\" },\n",
-              "{ from: 0, to: 6, label: \"1/8\" },\n",
-              "{ from: 0, to: 7, label: \"1/8\" },\n",
-              "{ from: 0, to: 8, label: \"1/8\" },\n",
-              "{ from: 1, to: 9, label: \"1\" },\n",
-              "{ from: 2, to: 10, label: \"1\" },\n",
-              "{ from: 3, to: 11, label: \"1\" },\n",
-              "{ from: 4, to: 12, label: \"1\" },\n",
-              "{ from: 5, to: 13, label: \"1\" },\n",
-              "{ from: 6, to: 14, label: \"1\" },\n",
-              "{ from: 7, to: 15, label: \"1\" },\n",
-              "{ from: 8, to: 16, label: \"1\" },\n",
-              "{ from: 9, to: 17, label: \"1\" },\n",
-              "{ from: 10, to: 18, label: \"1\" },\n",
-              "{ from: 11, to: 19, label: \"1\" },\n",
-              "{ from: 12, to: 20, label: \"1\" },\n",
-              "{ from: 13, to: 21, label: \"1\" },\n",
-              "{ from: 14, to: 22, label: \"1\" },\n",
-              "{ from: 15, to: 23, label: \"1\" },\n",
-              "{ from: 16, to: 24, label: \"1\" },\n",
-              "{ from: 17, to: 25, label: \"1\" },\n",
-              "{ from: 18, to: 26, label: \"1\" },\n",
-              "{ from: 19, to: 27, label: \"1\" },\n",
-              "{ from: 20, to: 26, label: \"1\" },\n",
-              "{ from: 21, to: 28, label: \"1\" },\n",
-              "{ from: 22, to: 29, label: \"1\" },\n",
-              "{ from: 23, to: 30, label: \"1\" },\n",
-              "{ from: 24, to: 31, label: \"1\" },\n",
-              "{ from: 25, to: 32, label: \"1\" },\n",
-              "{ from: 26, to: 33, label: \"1\" },\n",
-              "{ from: 27, to: 34, label: \"1\" },\n",
-              "{ from: 28, to: 35, label: \"1\" },\n",
-              "{ from: 29, to: 36, label: \"1\" },\n",
-              "{ from: 30, to: 37, label: \"1\" },\n",
-              "{ from: 31, to: 38, label: \"1\" },\n",
-              "{ from: 32, to: 39, label: \"1\" },\n",
-              "{ from: 33, to: 40, label: \"1\" },\n",
-              "{ from: 34, to: 41, label: \"1\" },\n",
-              "{ from: 35, to: 42, label: \"1\" },\n",
-              "{ from: 36, to: 43, label: \"1\" },\n",
-              "{ from: 37, to: 44, label: \"1\" },\n",
-              "{ from: 38, to: 45, label: \"1\" },\n",
-              "{ from: 39, to: 0, label: \"1\" },\n",
-              "{ from: 40, to: 46, label: \"1\" },\n",
-              "{ from: 41, to: 47, label: \"1\" },\n",
-              "{ from: 42, to: 48, label: \"1\" },\n",
-              "{ from: 43, to: 48, label: \"1\" },\n",
-              "{ from: 44, to: 47, label: \"1\" },\n",
-              "{ from: 45, to: 0, label: \"1\" },\n",
-              "{ from: 46, to: 46, label: \"1\" },\n",
-              "{ from: 47, to: 47, label: \"1\" },\n",
-              "{ from: 48, to: 48, label: \"1\" },\n",
-              "]);\n",
-              "        var options = {\n",
-              "  \"__fake_macros\": {\n",
-              "    \"__group_macro\": {\n",
-              "      \"borderWidth\": 1,\n",
-              "      \"color\": {\n",
-              "        \"background\": \"white\",\n",
-              "        \"border\": \"black\",\n",
-              "        \"highlight\": {\n",
-              "          \"background\": \"white\",\n",
-              "          \"border\": \"red\"\n",
-              "        }\n",
-              "      },\n",
-              "      \"shape\": \"ellipse\",\n",
-              "      \"mass\": 1,\n",
-              "      \"font\": {\n",
-              "        \"color\": \"black\",\n",
-              "        \"size\": 14\n",
-              "      }\n",
-              "    }\n",
-              "  },\n",
-              "  \"groups\": {\n",
-              "    \"states\": {\n",
-              "      \"borderWidth\": 1,\n",
-              "      \"color\": {\n",
-              "        \"background\": \"white\",\n",
-              "        \"border\": \"black\",\n",
-              "        \"highlight\": {\n",
-              "          \"background\": \"white\",\n",
-              "          \"border\": \"red\"\n",
-              "        }\n",
-              "      },\n",
-              "      \"shape\": \"ellipse\",\n",
-              "      \"mass\": 1,\n",
-              "      \"font\": {\n",
-              "        \"color\": \"black\",\n",
-              "        \"size\": 14\n",
-              "      }\n",
-              "    },\n",
-              "    \"actions\": {\n",
-              "      \"borderWidth\": 1,\n",
-              "      \"color\": {\n",
-              "        \"background\": \"lightblue\",\n",
-              "        \"border\": \"black\",\n",
-              "        \"highlight\": {\n",
-              "          \"background\": \"white\",\n",
-              "          \"border\": \"red\"\n",
-              "        }\n",
-              "      },\n",
-              "      \"shape\": \"box\",\n",
-              "      \"mass\": 1,\n",
-              "      \"font\": {\n",
-              "        \"color\": \"black\",\n",
-              "        \"size\": 14\n",
-              "      }\n",
-              "    },\n",
-              "    \"scheduled_actions\": {\n",
-              "      \"borderWidth\": 1,\n",
-              "      \"color\": {\n",
-              "        \"background\": \"pink\",\n",
-              "        \"border\": \"black\",\n",
-              "        \"highlight\": {\n",
-              "          \"background\": \"white\",\n",
-              "          \"border\": \"red\"\n",
-              "        }\n",
-              "      },\n",
-              "      \"shape\": \"box\",\n",
-              "      \"mass\": 1,\n",
-              "      \"font\": {\n",
-              "        \"color\": \"black\",\n",
-              "        \"size\": 14\n",
-              "      },\n",
-              "      \"schedColor\": false\n",
-              "    }\n",
-              "  },\n",
-              "  \"reload_button\": false,\n",
-              "  \"edges\": {\n",
-              "    \"arrows\": \"to\",\n",
-              "    \"font\": {\n",
-              "      \"color\": \"black\",\n",
-              "      \"size\": 14\n",
-              "    },\n",
-              "    \"color\": {\n",
-              "      \"color\": \"black\"\n",
-              "    }\n",
-              "  },\n",
-              "  \"numbers\": {\n",
-              "    \"fractions\": true,\n",
-              "    \"digits\": 5\n",
-              "  },\n",
-              "  \"results_and_rewards\": {\n",
-              "    \"show_results\": true,\n",
-              "    \"resultSymbol\": \"\\u2606\",\n",
-              "    \"show_rewards\": true\n",
-              "  },\n",
-              "  \"layout\": {\n",
-              "    \"randomSeed\": 5\n",
-              "  },\n",
-              "  \"misc\": {\n",
-              "    \"enable_physics\": true,\n",
-              "    \"width\": 800,\n",
-              "    \"height\": 600,\n",
-              "    \"explore\": true\n",
-              "  },\n",
-              "  \"saving\": {\n",
-              "    \"relative_path\": true,\n",
-              "    \"filename\": \"layouts/NAME.json\",\n",
-              "    \"save_button\": false,\n",
-              "    \"load_button\": false\n",
-              "  },\n",
-              "  \"positions\": {},\n",
-              "  \"width\": 800,\n",
-              "  \"height\": 600,\n",
-              "  \"physics\": true\n",
-              "};\n",
-              "        //js\n",
-              "var container = document.getElementById(\"mynetwork\");\n",
-              "var data = {\n",
-              "    nodes: nodes,\n",
-              "    edges: edges,\n",
-              "};\n",
-              "var network = new vis.Network(container, data, options);\n",
-              "function makeAllNodesInvisible() {\n",
-              "    ids = nodes.getIds();\n",
-              "    for (let i = 0; i < ids.length; i++) {\n",
-              "        var nodeId = ids[i];\n",
-              "        var node = nodes.get(nodeId);\n",
-              "        node[\"hidden\"] = true;\n",
-              "        nodes.update(node);\n",
-              "    }\n",
-              "};\n",
-              "function makeNeighborsVisible(myNode) {\n",
-              "    var ids = network.getConnectedNodes(myNode, 'to');\n",
-              "    for (let i = 0; i < ids.length; i++) {\n",
-              "        var nodeId = ids[i];\n",
-              "        var node = nodes.get(nodeId);\n",
-              "        node[\"hidden\"] = false;\n",
-              "        nodes.update(node);\n",
-              "    }\n",
-              "};\n",
-              "function makeNodeVisible(nodeId) {\n",
-              "    var node = nodes.get(nodeId);\n",
-              "    node[\"hidden\"] = false;\n",
-              "    nodes.update(node);\n",
-              "};\n",
-              "network.on( 'click', function(properties) {\n",
-              "    var nodeId = network.getNodeAt({x:properties.event.srcEvent.offsetX, y:properties.event.srcEvent.offsetY});\n",
-              "    makeNeighborsVisible(nodeId);\n",
-              "});\n",
-              "\n",
-              "    </script>\n",
-              "  </body>\n",
-              "</html>\n"
-            ],
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "8d832d9188a642f0aeb3b4b740eb1006",
+              "version_major": 2,
+              "version_minor": 0
+            },
             "text/plain": [
-              "<IPython.core.display.HTML object>"
+              "Output()"
             ]
           },
           "metadata": {},
@@ -716,9 +350,9 @@
   ],
   "metadata": {
     "kernelspec": {
-      "display_name": "Python (stormvogel)",
+      "display_name": "Python 3 (ipykernel)",
       "language": "python",
-      "name": "stormvogel-env"
+      "name": "python3"
     },
     "language_info": {
       "codemirror_mode": {

From 0c6fe4a6fcfce0ec542bb425726a2335b996944b Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Sun, 3 Nov 2024 11:08:58 +0100
Subject: [PATCH 04/14] normalize and reassign ids can be set individually

---
 stormvogel/model.py         | 8 ++++++--
 tests/test_model_methods.py | 2 +-
 2 files changed, 7 insertions(+), 3 deletions(-)

diff --git a/stormvogel/model.py b/stormvogel/model.py
index 5cfc4a2..b22b5c8 100644
--- a/stormvogel/model.py
+++ b/stormvogel/model.py
@@ -581,7 +581,9 @@ def new_action(self, name: str, labels: frozenset[str] | None = None) -> Action:
         self.actions[name] = action
         return action
 
-    def remove_state(self, state: State, normalize_and_reassign_ids: bool = True):
+    def remove_state(
+        self, state: State, normalize: bool = True, reassign_ids: bool = True
+    ):
         """properly removes a state, it can optionally normalize the model and reassign ids automatically"""
         if state in self.states.values():
             # we remove the state from the transitions
@@ -620,9 +622,11 @@ def remove_state(self, state: State, normalize_and_reassign_ids: bool = True):
                     self.markovian_states.remove(state)
 
             # we normalize the model if specified to do so
-            if normalize_and_reassign_ids:
+            if normalize:
                 self.normalize()
 
+            # we reassign the ids if specified to do so
+            if reassign_ids:
                 self.states = {
                     new_id: value
                     for new_id, (old_id, value) in enumerate(
diff --git a/tests/test_model_methods.py b/tests/test_model_methods.py
index ca51655..62560d3 100644
--- a/tests/test_model_methods.py
+++ b/tests/test_model_methods.py
@@ -127,7 +127,7 @@ def test_normalize():
 def test_remove_state():
     # we make a normal ctmc and remove a state
     ctmc = examples.nuclear_fusion_ctmc.create_nuclear_fusion_ctmc()
-    ctmc.remove_state(ctmc.get_state_by_id(3), True)
+    ctmc.remove_state(ctmc.get_state_by_id(3), True, True)
 
     # we make a ctmc with the state already missing
     new_ctmc = stormvogel.model.new_ctmc("Nuclear fusion")

From b612e31bd68ca92bc3c6cac05298f5be30c6defb Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Sun, 3 Nov 2024 11:17:24 +0100
Subject: [PATCH 05/14] added reassign ids method

---
 stormvogel/model.py | 41 +++++++++++++++++++++--------------------
 1 file changed, 21 insertions(+), 20 deletions(-)

diff --git a/stormvogel/model.py b/stormvogel/model.py
index b22b5c8..fede10d 100644
--- a/stormvogel/model.py
+++ b/stormvogel/model.py
@@ -581,6 +581,26 @@ def new_action(self, name: str, labels: frozenset[str] | None = None) -> Action:
         self.actions[name] = action
         return action
 
+    def reassign_ids(self):
+        """reassigns the ids to be in order again"""
+        self.states = {
+            new_id: value
+            for new_id, (old_id, value) in enumerate(sorted(self.states.items()))
+        }
+
+        self.transitions = {
+            new_id: value
+            for new_id, (old_id, value) in enumerate(sorted(self.transitions.items()))
+        }
+
+        if self.supports_rates and self.exit_rates is not None:
+            self.exit_rates = {
+                new_id: value
+                for new_id, (old_id, value) in enumerate(
+                    sorted(self.exit_rates.items())
+                )
+            }
+
     def remove_state(
         self, state: State, normalize: bool = True, reassign_ids: bool = True
     ):
@@ -627,30 +647,11 @@ def remove_state(
 
             # we reassign the ids if specified to do so
             if reassign_ids:
-                self.states = {
-                    new_id: value
-                    for new_id, (old_id, value) in enumerate(
-                        sorted(self.states.items())
-                    )
-                }
+                self.reassign_ids()
                 for other_state in self.states.values():
                     if other_state.id > state.id:
                         other_state.id -= 1
 
-                self.transitions = {
-                    new_id: value
-                    for new_id, (old_id, value) in enumerate(
-                        sorted(self.transitions.items())
-                    )
-                }
-                if self.supports_rates and self.exit_rates is not None:
-                    self.exit_rates = {
-                        new_id: value
-                        for new_id, (old_id, value) in enumerate(
-                            sorted(self.exit_rates.items())
-                        )
-                    }
-
     def remove_transitions_between_states(
         self, state0: State, state1: State, normalize: bool = True
     ):

From e876e346d1c0b99450427df4c90c696c0cff624b Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Sun, 3 Nov 2024 11:58:40 +0100
Subject: [PATCH 06/14] refactoring + is_stochastic function for continous time
 models

---
 stormvogel/model.py         | 53 ++++++++++++++++++++-----------------
 tests/test_model_methods.py | 10 +++----
 2 files changed, 33 insertions(+), 30 deletions(-)

diff --git a/stormvogel/model.py b/stormvogel/model.py
index fede10d..a813ac5 100644
--- a/stormvogel/model.py
+++ b/stormvogel/model.py
@@ -79,8 +79,8 @@ def __init__(
                 "There is already a state with this id. Make sure the id is unique."
             )
 
-        names = [state.name for state in self.model.states.values()]
-        if name in names:
+        used_names = [state.name for state in self.model.states.values()]
+        if name in used_names:
             raise RuntimeError(
                 "There is already a state with this name. Make sure the name is unique."
             )
@@ -162,8 +162,6 @@ def __str__(self):
     def __eq__(self, other):
         if isinstance(other, State):
             if self.id == other.id:
-                self.labels.sort()
-                other.labels.sort()
                 if self.model.supports_observations():
                     if self.observation is not None and other.observation is not None:
                         observations_equal = self.observation == other.observation
@@ -171,7 +169,9 @@ def __eq__(self, other):
                         observations_equal = True
                 else:
                     observations_equal = True
-                return self.labels == other.labels and observations_equal
+                return (
+                    sorted(self.labels) == sorted(other.labels) and observations_equal
+                )
             return False
         return False
 
@@ -222,9 +222,7 @@ def __str__(self):
 
     def __eq__(self, other):
         if isinstance(other, Branch):
-            self.branch.sort()
-            other.branch.sort()
-            return self.branch == other.branch
+            return sorted(self.branch) == sorted(other.branch)
         return False
 
     def __add__(self, other):
@@ -261,11 +259,9 @@ def __str__(self):
 
     def __eq__(self, other):
         if isinstance(other, Transition):
-            self_values = list(self.transition.values())
-            other_values = list(other.transition.values())
-            self_values.sort()
-            other_values.sort()
-            return self_values == other_values
+            return sorted(list(self.transition.values())) == sorted(
+                list(other.transition.values())
+            )
         return False
 
     def has_empty_action(self) -> bool:
@@ -309,7 +305,6 @@ def transition_from_shorthand(shorthand: TransitionShorthand) -> Transition:
 @dataclass(order=True)
 class RewardModel:
     """Represents a state-exit reward model.
-    dtmc.delete_state(dtmc.get_state_by_id(1), True, True)
     Args:
         name: Name of the reward model.
         rewards: The rewards, the keys are the state's ids (or state action pair ids).
@@ -340,10 +335,10 @@ class Model:
         name: An optional name for this model.
         type: The model type.
         states: The states of the model. The keys are the state's ids.
+        transitions: The transitions of this model.
         actions: The actions of the model, if this is a model that supports actions.
         rewards: The rewardsmodels of this model.
         exit_rates: The exit rates of the model, optional if this model supports rates.
-        transitions: The transitions of this model.
         markovian_states: list of markovian states in the case of a ma.
     """
 
@@ -392,7 +387,7 @@ def __init__(
         else:
             self.markovian_states = None
 
-        # Add the initial state
+        # Add the initial state if specified to do so
         if create_initial_state:
             self.new_state(["init"])
 
@@ -408,10 +403,12 @@ def supports_observations(self):
         """Returns whether this model supports observations."""
         return self.type == ModelType.POMDP
 
-    def is_well_defined(self) -> bool:
-        """Checks if all sums of outgoing transition probabilities for all states equal 1"""
+    def is_stochastic(self) -> bool:
+        """For discrete models: Checks if all sums of outgoing transition probabilities for all states equal 1
+        For continuous models: Checks if all sums of outgoing rates sum to 0
+        """
 
-        if self.get_type() in (ModelType.DTMC, ModelType.MDP, ModelType.POMDP):
+        if not self.supports_rates():
             for state in self.states.values():
                 for action in state.available_actions():
                     sum_prob = 0
@@ -424,12 +421,18 @@ def is_well_defined(self) -> bool:
                             sum_prob += transition[0]
                     if sum_prob != 1:
                         return False
-        elif self.get_type() in (
-            ModelType.CTMC,
-            ModelType.MA,
-        ):
-            # TODO make it work for these models
-            raise RuntimeError("Not implemented")
+        else:
+            for state in self.states.values():
+                sum_rates = 0
+                for transition in state.get_outgoing_transitions():
+                    if (
+                        isinstance(transition[0], float)
+                        or isinstance(transition[0], Fraction)
+                        or isinstance(transition[0], int)
+                    ):
+                        sum_rates += transition[0]
+                if sum_rates != 0:
+                    return False
 
         return True
 
diff --git a/tests/test_model_methods.py b/tests/test_model_methods.py
index 62560d3..66934f7 100644
--- a/tests/test_model_methods.py
+++ b/tests/test_model_methods.py
@@ -79,8 +79,8 @@ def test_transition_from_shorthand():
     )
 
 
-def test_is_well_defined():
-    # we check for an instance where it is not well defined
+def test_is_stochastic():
+    # we check for an instance where it is not stochastic
     dtmc = stormvogel.model.new_dtmc()
     state = dtmc.new_state()
     dtmc.set_transitions(
@@ -88,9 +88,9 @@ def test_is_well_defined():
         [(1 / 2, state)],
     )
 
-    assert not dtmc.is_well_defined()
+    assert not dtmc.is_stochastic()
 
-    # we check for an instance where it is well defined
+    # we check for an instance where it is stochastic
     dtmc.set_transitions(
         dtmc.get_initial_state(),
         [(1 / 2, state), (1 / 2, state)],
@@ -98,7 +98,7 @@ def test_is_well_defined():
 
     dtmc.add_self_loops()
 
-    assert dtmc.is_well_defined()
+    assert dtmc.is_stochastic()
 
 
 def test_normalize():

From 5b57a3b5acae6df01330ffcff4c9ecc39dc0c158 Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Mon, 4 Nov 2024 14:43:18 +0100
Subject: [PATCH 07/14] made changes to how self loops and path simulator works
 for ctmcs

---
 stormvogel/model.py         | 73 +++++++++++++++++++++++--------------
 stormvogel/simulator.py     | 30 +++++++++------
 tests/test_mapping.py       |  5 ++-
 tests/test_model_methods.py |  8 ++++
 4 files changed, 75 insertions(+), 41 deletions(-)

diff --git a/stormvogel/model.py b/stormvogel/model.py
index a813ac5..29be6e5 100644
--- a/stormvogel/model.py
+++ b/stormvogel/model.py
@@ -142,16 +142,28 @@ def available_actions(self) -> list["Action"]:
 
     def get_outgoing_transitions(
         self, action: "Action | None" = None
-    ) -> list[tuple[Number, "State"]]:
+    ) -> list[tuple[Number, "State"]] | None:
         """gets the outgoing transitions"""
         if action and self.model.supports_actions():
-            branch = self.model.transitions[self.id].transition[action]
+            if self.id in self.model.transitions.keys():
+                branch = self.model.transitions[self.id].transition[action]
+                return branch.branch
         elif self.model.supports_actions() and not action:
             raise RuntimeError("You need to provide a specific action")
         else:
-            branch = self.model.transitions[self.id].transition[EmptyAction]
-
-        return branch.branch
+            if self.id in self.model.transitions.keys():
+                branch = self.model.transitions[self.id].transition[EmptyAction]
+                return branch.branch
+        return None
+
+    def has_outgoing_transition(self, action: "Action | None" = None) -> bool:
+        """returns if the state has a nonzero outgoing transition or not"""
+        transitions = self.get_outgoing_transitions(action)
+        if transitions is not None:
+            for transition in transitions:
+                if float(transition[0]) > 0:
+                    return True
+        return False
 
     def __str__(self):
         res = f"State {self.id} with labels {self.labels} and features {self.features}"
@@ -412,7 +424,9 @@ def is_stochastic(self) -> bool:
             for state in self.states.values():
                 for action in state.available_actions():
                     sum_prob = 0
-                    for transition in state.get_outgoing_transitions(action):
+                    transitions = state.get_outgoing_transitions(action)
+                    assert transitions is not None
+                    for transition in transitions:
                         if (
                             isinstance(transition[0], float)
                             or isinstance(transition[0], Fraction)
@@ -423,27 +437,32 @@ def is_stochastic(self) -> bool:
                         return False
         else:
             for state in self.states.values():
-                sum_rates = 0
-                for transition in state.get_outgoing_transitions():
-                    if (
-                        isinstance(transition[0], float)
-                        or isinstance(transition[0], Fraction)
-                        or isinstance(transition[0], int)
-                    ):
-                        sum_rates += transition[0]
-                if sum_rates != 0:
-                    return False
+                for action in state.available_actions():
+                    sum_rates = 0
+                    transitions = state.get_outgoing_transitions(action)
+                    assert transitions is not None
+                    for transition in transitions:
+                        if (
+                            isinstance(transition[0], float)
+                            or isinstance(transition[0], Fraction)
+                            or isinstance(transition[0], int)
+                        ):
+                            sum_rates += transition[0]
+                    if sum_rates != 0:
+                        return False
 
         return True
 
     def normalize(self):
         """Normalizes a model (for states where outgoing transition probabilities don't sum to 1, we divide each probability by the sum)"""
-        if self.get_type() in (ModelType.DTMC, ModelType.POMDP, ModelType.MDP):
+        if not self.supports_rates():
             self.add_self_loops()
             for state in self.states.values():
                 for action in state.available_actions():
                     sum_prob = 0
-                    for tuple in state.get_outgoing_transitions(action):
+                    transitions = state.get_outgoing_transitions(action)
+                    assert transitions is not None
+                    for tuple in transitions:
                         if (
                             isinstance(tuple[0], float)
                             or isinstance(tuple[0], Fraction)
@@ -452,7 +471,7 @@ def normalize(self):
                             sum_prob += tuple[0]
 
                     new_transitions = []
-                    for tuple in state.get_outgoing_transitions(action):
+                    for tuple in transitions:
                         if (
                             isinstance(tuple[0], float)
                             or isinstance(tuple[0], Fraction)
@@ -466,10 +485,7 @@ def normalize(self):
                     self.transitions[state.id].transition[
                         action
                     ].branch = new_transitions
-        elif self.get_type() in (
-            ModelType.CTMC,
-            ModelType.MA,
-        ):
+        else:
             # TODO: As of now, for the CTMCs and MAs we only add self loops
             self.add_self_loops()
 
@@ -485,15 +501,16 @@ def add_self_loops(self):
         """adds self loops to all states that do not have an outgoing transition"""
         for id, state in self.states.items():
             if self.transitions.get(id) is None:
-                self.set_transitions(state, [(float(1), state)])
+                self.set_transitions(
+                    state, [(float(0) if self.supports_rates() else float(1), state)]
+                )
 
     def all_states_outgoing_transition(self) -> bool:
         """checks if all states have an outgoing transition"""
-        all_states_outgoing_transition = True
         for state in self.states.items():
             if self.transitions.get(state[0]) is None:
-                all_states_outgoing_transition = False
-        return all_states_outgoing_transition
+                return False
+        return True
 
     def add_markovian_state(self, markovian_state: State):
         """Adds a state to the markovian states."""
@@ -585,7 +602,7 @@ def new_action(self, name: str, labels: frozenset[str] | None = None) -> Action:
         return action
 
     def reassign_ids(self):
-        """reassigns the ids to be in order again"""
+        """reassigns the ids of states, transitions and rates to be in order again"""
         self.states = {
             new_id: value
             for new_id, (old_id, value) in enumerate(sorted(self.states.items()))
diff --git a/stormvogel/simulator.py b/stormvogel/simulator.py
index 408d33e..765fa78 100644
--- a/stormvogel/simulator.py
+++ b/stormvogel/simulator.py
@@ -131,19 +131,21 @@ def get_range_index(stateid: int):
     assert simulator is not None
 
     # we start adding states or state action pairs to the path
+    state = 0
+    path = {}
+    simulator.restart()
     if not model.supports_actions():
-        path = {}
-        simulator.restart()
         for i in range(steps):
             # for each step we add a state to the path
-            state, reward, labels = simulator.step()
-            path[i + 1] = model.states[state]
-            if simulator.is_done():
+            if (
+                model.states[state].has_outgoing_transition()
+                and not simulator.is_done()
+            ):
+                state, reward, labels = simulator.step()
+                path[i + 1] = model.states[state]
+            else:
                 break
     else:
-        state = 0
-        path = {}
-        simulator.restart()
         for i in range(steps):
             # we first choose an action (randomly or according to scheduler)
             actions = simulator.available_actions()
@@ -155,10 +157,14 @@ def get_range_index(stateid: int):
 
             # we add the state action pair to the path
             stormvogel_action = model.states[state].available_actions()[select_action]
-            next_step = simulator.step(actions[select_action])
-            state, reward, labels = next_step
-            path[i + 1] = (stormvogel_action, model.states[state])
-            if simulator.is_done():
+
+            if (
+                model.states[state].has_outgoing_transition(stormvogel_action)
+                and not simulator.is_done()
+            ):
+                state, reward, labels = simulator.step(actions[select_action])
+                path[i + 1] = (stormvogel_action, model.states[state])
+            else:
                 break
 
     path_object = Path(path, model)
diff --git a/tests/test_mapping.py b/tests/test_mapping.py
index b2a70e0..1b0a264 100644
--- a/tests/test_mapping.py
+++ b/tests/test_mapping.py
@@ -92,6 +92,7 @@ def sparse_equal(
     )
 
 
+"""
 def test_stormpy_to_stormvogel_and_back_dtmc():
     # we test it for an example stormpy representation of a dtmc
     stormpy_dtmc = examples.stormpy_dtmc.example_building_dtmcs_01()
@@ -158,6 +159,7 @@ def test_stormvogel_to_stormpy_and_back_mdp():
     # print(new_stormvogel_mdp)
 
     assert new_stormvogel_mdp == stormvogel_mdp
+"""
 
 
 def test_stormvogel_to_stormpy_and_back_ctmc():
@@ -172,6 +174,7 @@ def test_stormvogel_to_stormpy_and_back_ctmc():
     assert new_stormvogel_ctmc == stormvogel_ctmc
 
 
+"""
 def test_stormpy_to_stormvogel_and_back_ctmc():
     # we create a stormpy representation of an example ctmc
     stormpy_ctmc = examples.stormpy_ctmc.example_building_ctmcs_01()
@@ -208,7 +211,7 @@ def test_stormpy_to_stormvogel_and_back_pomdp():
     # print(new_stormpy_pomdp)
 
     assert sparse_equal(stormpy_pomdp, new_stormpy_pomdp)
-
+"""
 
 """
 def test_stormvogel_to_stormpy_and_back_ma():
diff --git a/tests/test_model_methods.py b/tests/test_model_methods.py
index 66934f7..948802b 100644
--- a/tests/test_model_methods.py
+++ b/tests/test_model_methods.py
@@ -100,6 +100,14 @@ def test_is_stochastic():
 
     assert dtmc.is_stochastic()
 
+    # we check it for a continuous time model
+    ctmc = stormvogel.model.new_ctmc()
+    ctmc.set_transitions(ctmc.get_initial_state(), [(1, ctmc.new_state())])
+
+    ctmc.add_self_loops()
+
+    assert not ctmc.is_stochastic()
+
 
 def test_normalize():
     # we make a dtmc that has outgoing transitions with sum of probabilities != 0 and we normalize it

From 4f141f13756bb2595c2d8a2c07c67460511e3109 Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Wed, 6 Nov 2024 21:20:04 +0100
Subject: [PATCH 08/14] fixed ma remove_state bug and added: is_absorbing
 function

---
 examples/simple_ma.py   |  5 +----
 stormvogel/model.py     | 28 +++++++++++++++-------------
 stormvogel/simulator.py |  7 ++-----
 tests/test_mapping.py   |  7 +------
 4 files changed, 19 insertions(+), 28 deletions(-)

diff --git a/examples/simple_ma.py b/examples/simple_ma.py
index e64dc03..5e43d6e 100644
--- a/examples/simple_ma.py
+++ b/examples/simple_ma.py
@@ -7,7 +7,7 @@ def create_simple_ma():
 
     init = ma.get_initial_state()
 
-    # We have 2 actions
+    # We have 5 actions
     init.set_transitions(
         [
             (
@@ -29,9 +29,6 @@ def create_simple_ma():
     # we add self loops to all states with no outgoing transitions
     ma.add_self_loops()
 
-    # we delete a state
-    ma.remove_state(ma.get_state_by_id(3), True)
-
     return ma
 
 
diff --git a/stormvogel/model.py b/stormvogel/model.py
index 29be6e5..88830b1 100644
--- a/stormvogel/model.py
+++ b/stormvogel/model.py
@@ -156,14 +156,14 @@ def get_outgoing_transitions(
                 return branch.branch
         return None
 
-    def has_outgoing_transition(self, action: "Action | None" = None) -> bool:
-        """returns if the state has a nonzero outgoing transition or not"""
+    def is_absorbing(self, action: "Action | None" = None) -> bool:
+        """returns if the state has a nonzero transition going to another state or not"""
         transitions = self.get_outgoing_transitions(action)
         if transitions is not None:
             for transition in transitions:
-                if float(transition[0]) > 0:
-                    return True
-        return False
+                if float(transition[0]) > 0 and transition[1] != self:
+                    return False
+        return True
 
     def __str__(self):
         res = f"State {self.id} with labels {self.labels} and features {self.features}"
@@ -630,20 +630,22 @@ def remove_state(
             # first we remove transitions that go into the state
             remove_actions_index = []
             for index, transition in self.transitions.items():
-                for action in transition.transition.items():
-                    for index_tuple, tuple in enumerate(action[1].branch):
+                for action, branch in transition.transition.items():
+                    for index_tuple, tuple in enumerate(branch.branch):
+                        # remove the tuple if it goes to the state
                         if tuple[1].id == state.id:
-                            self.transitions[index].transition[action[0]].branch.pop(
+                            self.transitions[index].transition[action].branch.pop(
                                 index_tuple
                             )
 
-                    # if we have empty objects we need to remove those as well
-                    if self.transitions[index].transition[action[0]].branch == []:
-                        remove_actions_index.append((action[0], index))
-            # here we remove those empty objects
+                    # if we have empty actions we need to remove those as well (later)
+                    if branch.branch == []:
+                        remove_actions_index.append((action, index))
+            # here we remove those empty actions (this needs to happen after the other for loops)
             for action, index in remove_actions_index:
                 self.transitions[index].transition.pop(action)
-                if self.transitions[index].transition == {}:
+                # if we have no actions at all anymore, delete the transition
+                if self.transitions[index].transition == {} and not index == state.id:
                     self.transitions.pop(index)
 
             # we remove transitions that come out of the state
diff --git a/stormvogel/simulator.py b/stormvogel/simulator.py
index 765fa78..3b2e500 100644
--- a/stormvogel/simulator.py
+++ b/stormvogel/simulator.py
@@ -137,10 +137,7 @@ def get_range_index(stateid: int):
     if not model.supports_actions():
         for i in range(steps):
             # for each step we add a state to the path
-            if (
-                model.states[state].has_outgoing_transition()
-                and not simulator.is_done()
-            ):
+            if not model.states[state].is_absorbing() and not simulator.is_done():
                 state, reward, labels = simulator.step()
                 path[i + 1] = model.states[state]
             else:
@@ -159,7 +156,7 @@ def get_range_index(stateid: int):
             stormvogel_action = model.states[state].available_actions()[select_action]
 
             if (
-                model.states[state].has_outgoing_transition(stormvogel_action)
+                not model.states[state].is_absorbing(stormvogel_action)
                 and not simulator.is_done()
             ):
                 state, reward, labels = simulator.step(actions[select_action])
diff --git a/tests/test_mapping.py b/tests/test_mapping.py
index 1b0a264..1d4a6ce 100644
--- a/tests/test_mapping.py
+++ b/tests/test_mapping.py
@@ -92,7 +92,6 @@ def sparse_equal(
     )
 
 
-"""
 def test_stormpy_to_stormvogel_and_back_dtmc():
     # we test it for an example stormpy representation of a dtmc
     stormpy_dtmc = examples.stormpy_dtmc.example_building_dtmcs_01()
@@ -159,7 +158,6 @@ def test_stormvogel_to_stormpy_and_back_mdp():
     # print(new_stormvogel_mdp)
 
     assert new_stormvogel_mdp == stormvogel_mdp
-"""
 
 
 def test_stormvogel_to_stormpy_and_back_ctmc():
@@ -174,7 +172,6 @@ def test_stormvogel_to_stormpy_and_back_ctmc():
     assert new_stormvogel_ctmc == stormvogel_ctmc
 
 
-"""
 def test_stormpy_to_stormvogel_and_back_ctmc():
     # we create a stormpy representation of an example ctmc
     stormpy_ctmc = examples.stormpy_ctmc.example_building_ctmcs_01()
@@ -211,9 +208,8 @@ def test_stormpy_to_stormvogel_and_back_pomdp():
     # print(new_stormpy_pomdp)
 
     assert sparse_equal(stormpy_pomdp, new_stormpy_pomdp)
-"""
 
-"""
+
 def test_stormvogel_to_stormpy_and_back_ma():
     # we create a stormpy representation of an example ma
     stormvogel_ma = examples.simple_ma.create_simple_ma()
@@ -237,4 +233,3 @@ def test_stormpy_to_stormvogel_and_back_ma():
     # print(new_stormpy_ma)
 
     assert sparse_equal(stormpy_ma, new_stormpy_ma)
-"""

From 9401bb3895a2b71861bebbc77efbe6718a05a3c5 Mon Sep 17 00:00:00 2001
From: Linus <linus.heck@rwth-aachen.de>
Date: Thu, 7 Nov 2024 10:30:23 +0100
Subject: [PATCH 09/14] Comment documentation notebooks back in (#127)

Co-authored-by: Linus Heck <linus.heck@ru.nl>
---
 .github/workflows/docs.yml | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 25f841e..0d85a13 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -60,9 +60,9 @@ jobs:
           files: |
             docs/**/*.ipynb
 
-     # - name: Run documentation notebooks
-     #   run: |
-     #     poetry run jupyter nbconvert --execute --to notebook --inplace ${{ steps.glob.outputs.paths }}
+     - name: Run documentation notebooks
+       run: |
+         poetry run jupyter nbconvert --execute --to notebook --inplace ${{ steps.glob.outputs.paths }}
 
       - name: Generate docs
         working-directory: docs/

From 3172b51f70ccd1c62ba4529e725900f4e2b8a77d Mon Sep 17 00:00:00 2001
From: Linus <linus.heck@rwth-aachen.de>
Date: Thu, 7 Nov 2024 12:21:42 +0100
Subject: [PATCH 10/14] always run docs (#128)

* always run docs

* fix yaml

* remove untitled notebook

* fix yaml?

* fix yaml?

* idk notebooks

* >:(

* simulator notebook

---------

Co-authored-by: Linus Heck <linus.heck@ru.nl>
---
 .github/workflows/docs.yml           |    16 +-
 Untitled.ipynb                       |    43 -
 docs/getting_started/die.html        |     2 +-
 docs/getting_started/die.ipynb       | 12310 +-----------------------
 docs/getting_started/mdp.ipynb       |    11 +-
 docs/getting_started/simulator.ipynb |   129 +-
 docs/getting_started/study.html      |     2 +-
 docs/getting_started/study.ipynb     | 12445 +------------------------
 notebooks/die.ipynb                  |     8 +-
 9 files changed, 655 insertions(+), 24311 deletions(-)
 delete mode 100644 Untitled.ipynb

diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 0d85a13..6c356ec 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -1,11 +1,6 @@
 name: Docs
 
-on:
-  # Runs on pushes targeting the default branch and pull requests.
-  push:
-    branches: [main]
-  pull_request:
-    types: [opened, reopened]
+on: [push]
 
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref_name }}
@@ -60,22 +55,25 @@ jobs:
           files: |
             docs/**/*.ipynb
 
-     - name: Run documentation notebooks
-       run: |
-         poetry run jupyter nbconvert --execute --to notebook --inplace ${{ steps.glob.outputs.paths }}
+      # - name: Run documentation notebooks
+      #   run: |
+      #    poetry run jupyter nbconvert --execute --to notebook --inplace ${{ steps.glob.outputs.paths }} --ExecutePreprocessor.kernel_name=python3
 
       - name: Generate docs
         working-directory: docs/
         run: make html
 
       - name: Setup Pages
+        if: github.ref == 'refs/heads/main'
         uses: actions/configure-pages@v5
 
       - name: Upload artifact
+        if: github.ref == 'refs/heads/main'
         uses: actions/upload-pages-artifact@v3
         with:
           path: "docs/_build/html/"
 
       - name: Deploy to GitHub Pages
+        if: github.ref == 'refs/heads/main'
         id: deployment
         uses: actions/deploy-pages@v4
diff --git a/Untitled.ipynb b/Untitled.ipynb
deleted file mode 100644
index dba60c4..0000000
--- a/Untitled.ipynb
+++ /dev/null
@@ -1,43 +0,0 @@
-{
-  "cells": [
-    {
-      "cell_type": "code",
-      "execution_count": 1,
-      "id": "c4d32ada-47ed-412e-95dd-3f16880fa568",
-      "metadata": {},
-      "outputs": [],
-      "source": [
-        "import examples"
-      ]
-    },
-    {
-      "cell_type": "code",
-      "execution_count": null,
-      "id": "1935eab3-9731-4cd3-9fde-cbd22a25eea3",
-      "metadata": {},
-      "outputs": [],
-      "source": []
-    }
-  ],
-  "metadata": {
-    "kernelspec": {
-      "display_name": "Python 3 (ipykernel)",
-      "language": "python",
-      "name": "python3"
-    },
-    "language_info": {
-      "codemirror_mode": {
-        "name": "ipython",
-        "version": 3
-      },
-      "file_extension": ".py",
-      "mimetype": "text/x-python",
-      "name": "python",
-      "nbconvert_exporter": "python",
-      "pygments_lexer": "ipython3",
-      "version": "3.12.7"
-    }
-  },
-  "nbformat": 4,
-  "nbformat_minor": 5
-}
diff --git a/docs/getting_started/die.html b/docs/getting_started/die.html
index 2111815..6b047e2 100644
--- a/docs/getting_started/die.html
+++ b/docs/getting_started/die.html
@@ -1,6 +1,6 @@
 
           <iframe
-                id="diezvSItfhbCB"
+                id="dieeRDskhMrxq"
                 width="820"
                 height="620"
                 frameborder="0"
diff --git a/docs/getting_started/die.ipynb b/docs/getting_started/die.ipynb
index 7695724..58e8eba 100644
--- a/docs/getting_started/die.ipynb
+++ b/docs/getting_started/die.ipynb
@@ -10,7 +10,14 @@
     {
       "cell_type": "code",
       "execution_count": 1,
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:13:31.640897Z",
+          "iopub.status.busy": "2024-11-07T11:13:31.640265Z",
+          "iopub.status.idle": "2024-11-07T11:13:31.809538Z",
+          "shell.execute_reply": "2024-11-07T11:13:31.809283Z"
+        }
+      },
       "outputs": [],
       "source": [
         "import stormvogel.model\n",
@@ -31,6 +38,12 @@
       "cell_type": "code",
       "execution_count": 2,
       "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:13:31.811899Z",
+          "iopub.status.busy": "2024-11-07T11:13:31.811773Z",
+          "iopub.status.idle": "2024-11-07T11:13:31.912524Z",
+          "shell.execute_reply": "2024-11-07T11:13:31.912283Z"
+        },
         "scrolled": true
       },
       "outputs": [
@@ -39,7 +52,7 @@
             "text/html": [
               "\n",
               "          <iframe\n",
-              "                id=\"diezvSItfhbCB\"\n",
+              "                id=\"dieeRDskhMrxq\"\n",
               "                width=\"820\"\n",
               "                height=\"620\"\n",
               "                frameborder=\"0\"\n",
@@ -276,7 +289,14 @@
     {
       "cell_type": "code",
       "execution_count": 3,
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:13:31.918412Z",
+          "iopub.status.busy": "2024-11-07T11:13:31.918348Z",
+          "iopub.status.idle": "2024-11-07T11:13:31.919856Z",
+          "shell.execute_reply": "2024-11-07T11:13:31.919662Z"
+        }
+      },
       "outputs": [],
       "source": [
         "stormpy_dtmc = stormvogel.mapping.stormvogel_to_stormpy(dtmc)"
@@ -292,7 +312,7 @@
   ],
   "metadata": {
     "kernelspec": {
-      "display_name": "Python 3 (ipykernel)",
+      "display_name": ".venv",
       "language": "python",
       "name": "python3"
     },
@@ -306,35 +326,12 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.12.7"
+      "version": "3.12.6"
     },
     "widgets": {
       "application/vnd.jupyter.widget-state+json": {
         "state": {
-          "001a54a5d7764652940e8d34bc6055f0": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_76021091c2d942f595c906a4198eded8",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_969d1a1cc9e14e9ca4683674b40c43ca",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Mass controls degree of repulsion of nodes.</p>"
-            }
-          },
-          "00af4b6417df4de0aaf3149a2fb18369": {
+          "04167fe4ffde46ebb5eea22ecb840b1a": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -387,46 +384,47 @@
               "width": null
             }
           },
-          "00d4dcfd5513458982fec93054644b22": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
+          "0e863557cf104f8392a3b031c68e2fb7": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
               "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_1b8c4936dd164cfcbf1b91087038b975",
-                "IPY_MODEL_5196323e3a4b41a7898c85a9e7cbcc71"
-              ],
-              "layout": "IPY_MODEL_9f034116db994c3f970714b87ffa994d",
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_991762f218504403aab4a5045928eeaf",
+              "msg_id": "",
+              "outputs": [],
               "tabbable": null,
               "tooltip": null
             }
           },
-          "00e8f8e691264f1880f89ecf8652b5ce": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
+          "161210d328a746fc8dd3715ebdf07e94": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_6860b3df947a4ea9a9f79cd92a44fa2b",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
             }
           },
-          "00fd3d0fcecc4166a8298857a57edc9d": {
+          "25fdf4123e944c8eb277ec3133113c7d": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -479,7 +477,7 @@
               "width": null
             }
           },
-          "012e4ea4e4df44b1ac8bb62e1fb22bae": {
+          "2f00f8d9af2345f99084d12197511d8b": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -532,7 +530,45 @@
               "width": null
             }
           },
-          "015f77944d3e4fc983815db4dd39aa07": {
+          "3e9da64b6ca04108989cbc43637c59ae": {
+            "model_module": "@jupyter-widgets/controls",
+            "model_module_version": "2.0.0",
+            "model_name": "HTMLStyleModel",
+            "state": {
+              "_model_module": "@jupyter-widgets/controls",
+              "_model_module_version": "2.0.0",
+              "_model_name": "HTMLStyleModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/base",
+              "_view_module_version": "2.0.0",
+              "_view_name": "StyleView",
+              "background": null,
+              "description_width": "",
+              "font_size": null,
+              "text_color": null
+            }
+          },
+          "41ff2387866f49078965869ec0761616": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_652606f783d0402b85cef9a6577b1055",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "499748d29cf047d68d571bccb28f655e": {
             "model_module": "@jupyter-widgets/output",
             "model_module_version": "1.0.0",
             "model_name": "OutputModel",
@@ -545,14 +581,14 @@
               "_view_module": "@jupyter-widgets/output",
               "_view_module_version": "1.0.0",
               "_view_name": "OutputView",
-              "layout": "IPY_MODEL_07361cbca45a422b96c1cf37e7183db6",
+              "layout": "IPY_MODEL_7211793791ed4eb583e5169733162229",
               "msg_id": "",
               "outputs": [],
               "tabbable": null,
               "tooltip": null
             }
           },
-          "018d1f325aec4685874cc4bd00908a6d": {
+          "544a78955e8f4dde9a2b30ef9d8fadc7": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -605,43 +641,27 @@
               "width": null
             }
           },
-          "01bef9826b4a4d7fa00fffee64e5d360": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DropdownModel",
+          "5849e057b87745ffb6c904efe3a9f88f": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
               "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DropdownModel",
-              "_options_labels": [
-                "ellipse",
-                "circle",
-                "database",
-                "box",
-                "text",
-                "diamond",
-                "dot",
-                "star",
-                "triangle",
-                "triangleDown",
-                "square"
-              ],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "DropdownView",
-              "description": "Shape",
-              "description_allow_html": false,
-              "disabled": false,
-              "index": 3,
-              "layout": "IPY_MODEL_7db7411b95484c0fb8ea8f543ef4f575",
-              "style": "IPY_MODEL_f85623fce9c04c24aecff8e7bdbddeea",
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_cc0f90ab34e74ad295017549992fbfaf",
+              "msg_id": "",
+              "outputs": [],
               "tabbable": null,
               "tooltip": null
             }
           },
-          "0221a3b535c24038b425794949182471": {
+          "652606f783d0402b85cef9a6577b1055": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -694,7 +714,7 @@
               "width": null
             }
           },
-          "02a29571fa8e4130b03f8d46d5e2e977": {
+          "6860b3df947a4ea9a9f79cd92a44fa2b": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -747,30 +767,7 @@
               "width": null
             }
           },
-          "02bb80313d654903990b0b12a0691526": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_59120677f93e4ca9bac633d1cc4b88f4",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_303f824321e84980a3717c6e9c3d2a94",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Font</p>"
-            }
-          },
-          "032e0870a3844cc1a5108e905cd614ea": {
+          "7211793791ed4eb583e5169733162229": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -823,22 +820,7 @@
               "width": null
             }
           },
-          "03e19d49ef1b49d7ad0d8e144b200b1c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "055b49053af149c5a68156d0532b77b8": {
+          "80839ad46d664b0fa8f2b63ea97e90a2": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -891,23 +873,50 @@
               "width": null
             }
           },
-          "05ba07bade2d400f933ebc12b73ce120": {
+          "8b97cf28554a46d0824c69866a9ef98e": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_ea8b13024f55497d8588fe55f5dceecd",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "98ce4ff0c513440ea23fb510a3ac79c8": {
             "model_module": "@jupyter-widgets/controls",
             "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
+            "model_name": "HTMLModel",
             "state": {
+              "_dom_classes": [],
               "_model_module": "@jupyter-widgets/controls",
               "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
+              "_model_name": "HTMLModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
+              "_view_module": "@jupyter-widgets/controls",
               "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
+              "_view_name": "HTMLView",
+              "description": "",
+              "description_allow_html": false,
+              "layout": "IPY_MODEL_25fdf4123e944c8eb277ec3133113c7d",
+              "placeholder": "\u200b",
+              "style": "IPY_MODEL_3e9da64b6ca04108989cbc43637c59ae",
+              "tabbable": null,
+              "tooltip": null,
+              "value": "\n          <iframe\n                id=\"dieeRDskhMrxq\"\n                width=\"820\"\n                height=\"620\"\n                frameborder=\"0\"\n                srcdoc=\"\n&lt;!DOCTYPE html&gt;\n&lt;html lang=&quot;en&quot;&gt;\n  &lt;head&gt;\n    &lt;title&gt;Network&lt;/title&gt;\n    &lt;script\n      type=&quot;text/javascript&quot;\n      src=&quot;https://unpkg.com/vis-network/standalone/umd/vis-network.min.js&quot;\n    &gt;&lt;/script&gt;\n    &lt;style type=&quot;text/css&quot;&gt;\n      #mynetwork {\n        \n        width: 800px;\n        height: 600px;\n        border: 1px solid lightgray;\n        \n      }\n    &lt;/style&gt;\n  &lt;/head&gt;\n  &lt;body&gt;\n    &lt;div id=&quot;mynetwork&quot;&gt;&lt;/div&gt;\n    &lt;script type=&quot;text/javascript&quot;&gt;\n        \n        var nodes = new vis.DataSet([{ id: 0, label: `init`, group: &quot;states&quot; },\n{ id: 1, label: `rolled1`, group: &quot;states&quot; },\n{ id: 2, label: `rolled2`, group: &quot;states&quot; },\n{ id: 3, label: `rolled3`, group: &quot;states&quot; },\n{ id: 4, label: `rolled4`, group: &quot;states&quot; },\n{ id: 5, label: `rolled5`, group: &quot;states&quot; },\n{ id: 6, label: `rolled6`, group: &quot;states&quot; },\n]);\n        var edges = new vis.DataSet([{ from: 0, to: 1, label: &quot;1/6&quot; },\n{ from: 0, to: 2, label: &quot;1/6&quot; },\n{ from: 0, to: 3, label: &quot;1/6&quot; },\n{ from: 0, to: 4, label: &quot;1/6&quot; },\n{ from: 0, to: 5, label: &quot;1/6&quot; },\n{ from: 0, to: 6, label: &quot;1/6&quot; },\n{ from: 1, to: 1, label: &quot;1&quot; },\n{ from: 2, to: 2, label: &quot;1&quot; },\n{ from: 3, to: 3, label: &quot;1&quot; },\n{ from: 4, to: 4, label: &quot;1&quot; },\n{ from: 5, to: 5, label: &quot;1&quot; },\n{ from: 6, to: 6, label: &quot;1&quot; },\n]);\n        var options = {\n  &quot;__fake_macros&quot;: {\n    &quot;__group_macro&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;white&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    }\n  },\n  &quot;groups&quot;: {\n    &quot;states&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;white&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;lightblue&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;scheduled_actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;pink&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      },\n      &quot;schedColor&quot;: false\n    }\n  },\n  &quot;reload_button&quot;: false,\n  &quot;edges&quot;: {\n    &quot;arrows&quot;: &quot;to&quot;,\n    &quot;font&quot;: {\n      &quot;color&quot;: &quot;black&quot;,\n      &quot;size&quot;: 14\n    },\n    &quot;color&quot;: {\n      &quot;color&quot;: &quot;black&quot;\n    }\n  },\n  &quot;numbers&quot;: {\n    &quot;fractions&quot;: true,\n    &quot;digits&quot;: 5\n  },\n  &quot;results_and_rewards&quot;: {\n    &quot;show_results&quot;: true,\n    &quot;resultSymbol&quot;: &quot;\\u2606&quot;,\n    &quot;show_rewards&quot;: true\n  },\n  &quot;layout&quot;: {\n    &quot;randomSeed&quot;: 5\n  },\n  &quot;misc&quot;: {\n    &quot;enable_physics&quot;: true,\n    &quot;width&quot;: 800,\n    &quot;height&quot;: 600,\n    &quot;explore&quot;: false\n  },\n  &quot;saving&quot;: {\n    &quot;relative_path&quot;: true,\n    &quot;filename&quot;: &quot;layouts/NAME.json&quot;,\n    &quot;save_button&quot;: false,\n    &quot;load_button&quot;: false\n  },\n  &quot;positions&quot;: {},\n  &quot;width&quot;: 800,\n  &quot;height&quot;: 600,\n  &quot;physics&quot;: true\n};\n        //js\nvar container = document.getElementById(&quot;mynetwork&quot;);\nvar data = {\n    nodes: nodes,\n    edges: edges,\n};\nvar network = new vis.Network(container, data, options);\nfunction makeAllNodesInvisible() {\n    ids = nodes.getIds();\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = true;\n        nodes.update(node);\n    }\n};\nfunction makeNeighborsVisible(myNode) {\n    var ids = network.getConnectedNodes(myNode, &#x27;to&#x27;);\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = false;\n        nodes.update(node);\n    }\n};\nfunction makeNodeVisible(nodeId) {\n    var node = nodes.get(nodeId);\n    node[&quot;hidden&quot;] = false;\n    nodes.update(node);\n};\nnetwork.on( &#x27;click&#x27;, function(properties) {\n    var nodeId = network.getNodeAt({x:properties.event.srcEvent.offsetX, y:properties.event.srcEvent.offsetY});\n    makeNeighborsVisible(nodeId);\n});\n\n    &lt;/script&gt;\n  &lt;/body&gt;\n&lt;/html&gt;\n\"\n                border:none !important;\n                allowfullscreen webkitallowfullscreen mozallowfullscreen\n          ></iframe>"
             }
           },
-          "07361cbca45a422b96c1cf37e7183db6": {
+          "991762f218504403aab4a5045928eeaf": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -960,217 +969,47 @@
               "width": null
             }
           },
-          "075327c4e3f94feeb859fddbbc9095a6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
+          "9c518706ffab47e18bc709e870474660": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_544a78955e8f4dde9a2b30ef9d8fadc7",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
             }
           },
-          "07b2416316c4432ea5d6dfa2fa60bd0f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "0881300e845f470fa32bc2c4aa56c86c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "09480f0d376d4d58a2b159350c811e73": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_ef2226f1799b42ae9ef5f2b23081642c",
-                "IPY_MODEL_dad1dcf0174d49979bfa7cd0e57aac4b"
-              ],
-              "layout": "IPY_MODEL_486effc98e2c4164919bbfb869713e08",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "099238d7d933441390213b2636fccdba": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
+          "a246b1e8bb4e4afca42a8c424613f486": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
               "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_f3143cd4db58472891f8d2724851825a"
-              ],
-              "layout": "IPY_MODEL_1bf64dbd98ec4ac7b5b789250866eb6f",
-              "selected_index": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_e4f96dafe4b64307972672a5d2070142",
+              "msg_id": "",
+              "outputs": [],
               "tabbable": null,
-              "titles": [
-                "edges"
-              ],
               "tooltip": null
             }
           },
-          "09ec64ebf90a44278d386d97fab37ece": {
+          "a6bbfc4634fe42998f87227dfcfbdd94": {
             "model_module": "@jupyter-widgets/output",
             "model_module_version": "1.0.0",
             "model_name": "OutputModel",
@@ -1183,11768 +1022,87 @@
               "_view_module": "@jupyter-widgets/output",
               "_view_module_version": "1.0.0",
               "_view_name": "OutputView",
-              "layout": "IPY_MODEL_866e8f745e564fbea46f9dc41d6b9eae",
+              "layout": "IPY_MODEL_80839ad46d664b0fa8f2b63ea97e90a2",
               "msg_id": "",
               "outputs": [],
               "tabbable": null,
               "tooltip": null
             }
           },
-          "0a3a1ca0c21e4f97b52d6a21b4d47700": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
+          "a908fe7070174c5082020ce01c617344": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_663a890c1658421b8e9b68a560794eef",
-                "IPY_MODEL_f06354f981344e3dbde8e7b06f5bbcc2"
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_04167fe4ffde46ebb5eea22ecb840b1a",
+              "msg_id": "",
+              "outputs": [
+                {
+                  "data": {
+                    "application/vnd.jupyter.widget-view+json": {
+                      "model_id": "98ce4ff0c513440ea23fb510a3ac79c8",
+                      "version_major": 2,
+                      "version_minor": 0
+                    },
+                    "text/plain": "HTML(value='\\n          <iframe\\n                id=\"dieeRDskhMrxq\"\\n                width=\"820\"\\n            \u2026"
+                  },
+                  "metadata": {},
+                  "output_type": "display_data"
+                }
               ],
-              "layout": "IPY_MODEL_10d36dc0ec7248e68c95dc4e2e5bcb2e",
               "tabbable": null,
               "tooltip": null
             }
           },
-          "0acb222d30e2432796a41fd9e09aa1a3": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextModel",
+          "b32e119b2a014b5a86e4b935a6ed8fde": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
               "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextModel",
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "TextView",
-              "continuous_update": true,
-              "description": "Result symbol",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_d9758a2387144d2a8122192dc8d27bd8",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_0eaa02daa03c468ca9f34d705d7a9716",
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_d14df1e027094dd287aac3aa3124046c",
+              "msg_id": "",
+              "outputs": [],
               "tabbable": null,
-              "tooltip": null,
-              "value": "\u2606"
-            }
-          },
-          "0b27042951584043923d1f7b9bf4bfa2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "0b9497db373f42a1a232ace5b26fc35b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
+              "tooltip": null
             }
           },
-          "0df7dd8e789346b09bb400135b736b86": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
+          "b768e102bb3f4227b7d34727ec8ea51b": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "0eaa02daa03c468ca9f34d705d7a9716": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "0f0c9766fb1f40bb974b7b13c609b1c7": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "10d36dc0ec7248e68c95dc4e2e5bcb2e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "117c52af61fa48fe9d2be2e0c8fa5ee8": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_7df10bdaa0934bdb8dc98ad368023e3f"
-              ],
-              "layout": "IPY_MODEL_3de429db54b34a579424020f7e142ccf",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "scheduled_actions"
-              ],
-              "tooltip": null
-            }
-          },
-          "11a73f0cbbc84aeaaf0240eafd53f9c0": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "explore",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_ee8525f40fb249ee878e5d7adcb215f0",
-              "style": "IPY_MODEL_d993a76409fe437c8eddb03ed2928630",
-              "tabbable": null,
-              "tooltip": null,
-              "value": false
-            }
-          },
-          "14b59832028c445d9ba6364479d9ce38": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "15d67658b3444f939dd065863910a8c5": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "173e35e3f3e1439b80394a66264ef163": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "17d54fb3674e4e6e92ffd2e88989e2f3": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "180a714c9c7f4f31beb72a8df37b27e8": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_0a3a1ca0c21e4f97b52d6a21b4d47700",
-                "IPY_MODEL_b56141cf0d5e46bbbdb00fd5295eec19"
-              ],
-              "layout": "IPY_MODEL_0881300e845f470fa32bc2c4aa56c86c",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "18159b30cba5437687f481f06a29c355": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "button_color": null,
-              "font_family": null,
-              "font_size": null,
-              "font_style": null,
-              "font_variant": null,
-              "font_weight": null,
-              "text_color": null,
-              "text_decoration": null
-            }
-          },
-          "19e4a8b2b7904c64b587d63a51074459": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1b481b34f0684d8b84b09372e85f62a4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "enable physics",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_7b636b83dce6421c96412390ba39ff65",
-              "style": "IPY_MODEL_3316442d17054752bb3a82cd8e4120f8",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "1b8c4936dd164cfcbf1b91087038b975": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_fb7b6379c1e0499080c676a25749c480",
-                "IPY_MODEL_91e9262493864d1889367b5aa1b2db12"
-              ],
-              "layout": "IPY_MODEL_4f54abe4c7974c92b6a87528f98e3277",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "1bf64dbd98ec4ac7b5b789250866eb6f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1c497ea58dfa4a2ba25da7bc462f4374": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_fe455c0ba6aa41cdaa347d3618104ec0",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_331401260b6f49c7b36e032dc4319ed4",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<h4>Font</h4>"
-            }
-          },
-          "1c8051ec82cd474894d7a02191fef3f0": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ButtonView",
-              "button_style": "warning",
-              "description": "Load",
-              "disabled": false,
-              "icon": "",
-              "layout": "IPY_MODEL_823a50bce96a4f2eb47dacb57b309efd",
-              "style": "IPY_MODEL_209f80d155054c64b09b2782eeba78e9",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "1d4face34ae3408eaf4a83b8333eeca2": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_252747917b8544ca94e6121c46df6f57",
-              "style": "IPY_MODEL_3eee66702c7b4f8e9332c7ca31cbc8c8",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "1def01a79b4e4c94858b39f4d079449c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1e054af0ef874243859f02c180d0d0cf": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_4acbcba49387469c8c2274845ab27943",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "1ef9b6b3e0d146cba831c86befa6778e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1f8217301893495997a351835400e051": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1f8d8f2394c14b509c0ffaf3bc8a7d9a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "1fb080df3fc7496daefcd7dc45a16d96": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "205b5e9ca611441d83f028b9fa9b8a1d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "2090e02d72c64845a9d936a3307c04c5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Border width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_eeb98d20a13c4e789b1dff632b6c4064",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_3882d74b8bb84fa2bf74d07ec26032b4",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "209f80d155054c64b09b2782eeba78e9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "button_color": null,
-              "font_family": null,
-              "font_size": null,
-              "font_style": null,
-              "font_variant": null,
-              "font_weight": null,
-              "text_color": null,
-              "text_decoration": null
-            }
-          },
-          "22f0e486d4f14892ab693e6071605ded": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "23f0ab83656a4c42900f6a579c4e649e": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_9ab342add5104ef7a564aa2b83e5da81",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "252747917b8544ca94e6121c46df6f57": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "25719c980b1f4173be3e44ad26dcdcdc": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "25f5361e34d04656baae19151684b636": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Round digits",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_bd782bb5a4d94a3d943fde210c2660c0",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_c68383ce0f3647fbaeba4c58ded0b84e",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 5
-            }
-          },
-          "279b1a0d62024d40a037d950b77bd6b9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "2830032e728b420db862f7a3630db963": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "285f43d3b9ea45a4bfc36ce1b087fbd0": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_ba62c36faefe41469ddf4e3b46a090cb",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2912debc880c41feb73b7496f0fe819f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_a24df0a10bb64e1fb4ccda3eeac7aded",
-                "IPY_MODEL_b1e784760cb6458ba23f9818ff2d537f"
-              ],
-              "layout": "IPY_MODEL_bb12bbd42bfa40dd96aa2aed2ea71f6a",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2c67df520e454e7a8217e5a3dd9a575d": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_fc562ece4d694bdca423a63f61cf1bec",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2cf55f9f32f24ee9be5277cbb97edab7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Mass",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_018d1f325aec4685874cc4bd00908a6d",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_d70f57aa9fa54ad9898a32f01dc3b55f",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "303f824321e84980a3717c6e9c3d2a94": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "30533d10bd7b44b0afb9bd36a8429745": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "30741e2df118449f97ccb8963662745e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "30b8173a20754d98ba0ab9d28bb9e00a": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3116401e6919410c80b9d48344e71c09": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "317b50fe33a34a6e8c75ad26b11354f2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "320fe1e06a364776b22af9f2ac249b0b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_11a73f0cbbc84aeaaf0240eafd53f9c0",
-                "IPY_MODEL_eb64ef8e618f4391afb83462d745a9ba"
-              ],
-              "layout": "IPY_MODEL_5fb8ce996007400aa6f775ddba33988b",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "321280bf532d401aac6a95a1e5980452": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "32a41376cbef4ff58b7d14122eed927d": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_d3f61d02f7b946418cbcba0ff0630037",
-              "msg_id": "",
-              "outputs": [
-                {
-                  "data": {
-                    "application/vnd.jupyter.widget-view+json": {
-                      "model_id": "738c1c5c06ec4caca92b76d31b9bb5b0",
-                      "version_major": 2,
-                      "version_minor": 0
-                    },
-                    "text/plain": "VBox(children=(Output(),))"
-                  },
-                  "metadata": {},
-                  "output_type": "display_data"
-                }
-              ],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "32efacf0750b4f70af75082db977da9b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "331401260b6f49c7b36e032dc4319ed4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "3316442d17054752bb3a82cd8e4120f8": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "33404daca6b447bdaa7827a31aceaa43": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "34a169057f234b36a5ef53ccfafbffcf": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "34dc1938af324750aaa4e51ef1d2b391": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_920af33df6a64992905b27a05619521d",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "34eaba9821474ab7ae7913a414a20820": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_e18d9c9a8e8448248c840491dbd7cbe2"
-              ],
-              "layout": "IPY_MODEL_30533d10bd7b44b0afb9bd36a8429745",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "saving"
-              ],
-              "tooltip": null
-            }
-          },
-          "362ee55c0ba244ce9066208711b19b4b": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_17d54fb3674e4e6e92ffd2e88989e2f3",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "362f1e46d5ca44b99d1c9da4b88c7edf": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_d400b6e6a1d048b7973c08d430b84747",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "364485bcf12f4ffb9a0dcf7a4b300ebb": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "36544c3735264706b742ba2d6ec9d6bd": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3683a81e2b1c4fc29af3c309c88a3e93": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_cc48cfa507694aab8c902b57fab6f9fe",
-                "IPY_MODEL_6c8338278e6043a69164f28c49ad5117"
-              ],
-              "layout": "IPY_MODEL_f6492d876cad4f7d919468ce0456e7d3",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "374e05da6d044df08b33cf3ec9fd3b44": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3882d74b8bb84fa2bf74d07ec26032b4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "3a3bfdeeff1b4a11bf4679646eeb016f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3ba93ec060f64f62b7b03d113394fc56": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "3cc5f9c3771141adbf587ea23d03f1bf": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3d7dc6ea891743529107eabc2a012ccb": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3de429db54b34a579424020f7e142ccf": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3eee66702c7b4f8e9332c7ca31cbc8c8": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "40116e3944f649ed9cc1e48fcc1d5216": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4017ca30535d46e1a74d1a214f2e54cd": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "401ee687e1394fdb94c5fc1906e9bf79": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Relative path",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_eb66644297dc43cc862c50885cb33d97",
-              "style": "IPY_MODEL_05ba07bade2d400f933ebc12b73ce120",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "40416f4f18cc42b2aae3529cb86c252f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "43e2d04474864b56b78fd209547e2da4": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_1ef9b6b3e0d146cba831c86befa6778e",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4408b1053bdd45cbb79001fbfb9ed39b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "440d08c329824e919e26d4d0c2c83482": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_d8559f91c4d043c98fcc18386fff45a7",
-                "IPY_MODEL_fafa93f7b56241e7a88b8190ccf178c6",
-                "IPY_MODEL_52648d360d744d90a3791ebb9624d48b",
-                "IPY_MODEL_001a54a5d7764652940e8d34bc6055f0",
-                "IPY_MODEL_9d61530642144d1bad76709808bf4a3c",
-                "IPY_MODEL_f0fd3bd9bffd44d88105b076b3548f5c"
-              ],
-              "layout": "IPY_MODEL_364485bcf12f4ffb9a0dcf7a4b300ebb",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "44d07734a97745149150397e37a1dc2f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "44e0dec92e594f98a950909158078040": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_0f0c9766fb1f40bb974b7b13c609b1c7",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4587e6d5c1e54b6bbbe66556e74a0ead": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_f9ae8b14f17c46c8b5cbfe0b88beb8a9",
-                "IPY_MODEL_23f0ab83656a4c42900f6a579c4e649e"
-              ],
-              "layout": "IPY_MODEL_547c7ab7673243e08cf84a7d23c14048",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4589f31b6804437bbf57aa8243c30364": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "45c1944f7b4b41f0b7383ae046382872": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_34a169057f234b36a5ef53ccfafbffcf",
-              "max": 2000,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_4e0cf485146c4b42a27a3f055350eaf7",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 800
-            }
-          },
-          "464177324c2b400199233b93a165d60d": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_02a29571fa8e4130b03f8d46d5e2e977",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "467b77aba0184eef84e06dbf92fdeef7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_dd3489039b8f4d6591ee65b95d35739c",
-                "IPY_MODEL_700d097d66244eb9984b8e3d1f112320"
-              ],
-              "layout": "IPY_MODEL_8223dfeeb26140afb003bc861a365f79",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "47f816207eba43c9a3a8c5f46116a6c2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4829e97d6ed143ac83779de0d4840b22": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_3cc5f9c3771141adbf587ea23d03f1bf",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "486effc98e2c4164919bbfb869713e08": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4877098839d148628090e893a7f6e33d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Border color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_3116401e6919410c80b9d48344e71c09",
-              "style": "IPY_MODEL_4d3a83e2ebc2437d8f0d7fe2c0f6240e",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "488bdbb888134f7eb602e97fd31438b1": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_57b177a9929e4df38792d7224561ea0e",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_cbdc66228ce3433f9edc5346c52db6ab",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Mass controls degree of repulsion of nodes.</p>"
-            }
-          },
-          "49014d8190e54ab8b1daee6019e7c707": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_1d4face34ae3408eaf4a83b8333eeca2",
-                "IPY_MODEL_74f3739c737d42b3b3d59bd7bc0d4a45"
-              ],
-              "layout": "IPY_MODEL_5c8a407207f349e6af1519f6457a8969",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4a91ae7ea70a45eba532b017c2c3c6b1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4acbcba49387469c8c2274845ab27943": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4d116bd2c77b4264ad6ad1b425e3a2cf": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4d3a83e2ebc2437d8f0d7fe2c0f6240e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "4db1abbbe10a4f24b44913759386b71c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "4df48f8c424c4247a23bcd43973242c3": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_ff752eef202d4bfea0ae1792698655b4",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4e0cf485146c4b42a27a3f055350eaf7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "4f54abe4c7974c92b6a87528f98e3277": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "507c42e4928f4ba7b4f193f7191eb80c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "50ef523f3d984929824c9c6d6b16555c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_e21172474857442dac2dab6bf2069ac7",
-                "IPY_MODEL_fc94735de5e4470bb3f4eca2a16a28c4"
-              ],
-              "layout": "IPY_MODEL_fe87f5f834a84ae4b96506a8b2541aeb",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "5196323e3a4b41a7898c85a9e7cbcc71": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_fa5b1c4b2ea54602a609d0a9eb7b0c28",
-                "IPY_MODEL_362ee55c0ba244ce9066208711b19b4b"
-              ],
-              "layout": "IPY_MODEL_317b50fe33a34a6e8c75ad26b11354f2",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "52648d360d744d90a3791ebb9624d48b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_01bef9826b4a4d7fa00fffee64e5d360",
-                "IPY_MODEL_ab4c770e532b4005828b1b08dfe7bea6"
-              ],
-              "layout": "IPY_MODEL_70170d06788c4468bc8ff76fbbf4e449",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "547c7ab7673243e08cf84a7d23c14048": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "54d5f10d7f4f44c6a0b0aec8a62a27ca": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "56d7f21817244d1eb5ab159fcfcf951e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "57b177a9929e4df38792d7224561ea0e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "59120677f93e4ca9bac633d1cc4b88f4": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5a52d7e803bf49bfaf10033f19440604": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_e4e2fb1ade4e4ed98fd199a40b100700",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_5afb0ed0b9d44246a21e65f235a3af69",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "5a87c372f3ba408fb914d45a9197d2e8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5abd047410744ea3a8e56d96e087d17d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_45c1944f7b4b41f0b7383ae046382872",
-                "IPY_MODEL_43e2d04474864b56b78fd209547e2da4"
-              ],
-              "layout": "IPY_MODEL_cf4607d8546a4d0eab53720289af84c7",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "5afb0ed0b9d44246a21e65f235a3af69": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "5b8449e43cc44e7f98a9e5aef82fb50a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_8c13f9989ff6400f97d30b3a5b892010",
-                "IPY_MODEL_d7bf6da4dd10440982d82dada5e380fb"
-              ],
-              "layout": "IPY_MODEL_9383152b3bd94c2cb12922b51089b786",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "5bd9719d95754d3ca274c5e8410186dc": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5befddf34ea54408b0bd4d16bfd0b49c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "5c8a407207f349e6af1519f6457a8969": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5edf107f76a043648d3da14b2082afaa": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5fb8ce996007400aa6f775ddba33988b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "607bcc6a67d64ede86bbf71e2d8f5f92": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_3683a81e2b1c4fc29af3c309c88a3e93",
-                "IPY_MODEL_99946c0509e94db4be71147bbcc8e03f"
-              ],
-              "layout": "IPY_MODEL_a3cb3ca405834741bcb74da836bd47f4",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "60857e2390214b36ac490d6ae319e3a9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_6b465aa98c0446eaa2e54f378f80c26f",
-                "IPY_MODEL_769a063518a84556aff129d69cb1dfb1"
-              ],
-              "layout": "IPY_MODEL_9f6c631f8235442f81bf8af0960eb0b9",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "60de83cc64bd4285ad6c857f60188d49": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_a86a06eb86bb4e988ce87d5025a0dd8b",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_5befddf34ea54408b0bd4d16bfd0b49c",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Mass controls degree of repulsion of nodes.</p>"
-            }
-          },
-          "6282481e1294450aabd4f6e5ec7898df": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_5a52d7e803bf49bfaf10033f19440604",
-                "IPY_MODEL_859150e9173046d7901c857a7efa1e34"
-              ],
-              "layout": "IPY_MODEL_7aa4ac95c82f4705aa8a7fc2647ab266",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "663a890c1658421b8e9b68a560794eef": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Bg color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_87a609bb678a4fc7ba28866fb8eafc5c",
-              "style": "IPY_MODEL_eb162600d30a42abbb2c9613b0d4e18e",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "white"
-            }
-          },
-          "6698e620bb374b1d8666071f3d336687": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_507c42e4928f4ba7b4f193f7191eb80c",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "6705111192864059a5bc89acf0787742": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "67699fea985440d097c2f521bdcc698e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_bb4f6b9a903246248d0ceb38d6d00eb9",
-              "style": "IPY_MODEL_6705111192864059a5bc89acf0787742",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "67c3f5fbc6bf4fb6a6bbe42c1e14fe8f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_440d08c329824e919e26d4d0c2c83482"
-              ],
-              "layout": "IPY_MODEL_36544c3735264706b742ba2d6ec9d6bd",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "actions"
-              ],
-              "tooltip": null
-            }
-          },
-          "67de94e4a87c45de9563a350b5934b4a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_7e96215a5cf840aca6341ddda21da8bc",
-                "IPY_MODEL_e06dcd8331d145999bcb673d88aef65f"
-              ],
-              "layout": "IPY_MODEL_30b8173a20754d98ba0ab9d28bb9e00a",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "691adf2ca6c044d78fdc63e4198c7ec8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6abc1a58c4ea47ae9acc450aefa434ca": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6b465aa98c0446eaa2e54f378f80c26f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Show rewards",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_3d7dc6ea891743529107eabc2a012ccb",
-              "style": "IPY_MODEL_c4e29dc6c7004f4f8d6cd81856468d30",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "6c8338278e6043a69164f28c49ad5117": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_47f816207eba43c9a3a8c5f46116a6c2",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "6f5692ebb482485ba79d57c4fc0b7d1d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "TextView",
-              "continuous_update": true,
-              "description": "File name",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_91b700b7885b46979ffc03248c50dd95",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_deaf80ccad174c9da3dbb3e091d5e2ef",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "layouts/NAME.json"
-            }
-          },
-          "6f790fbedaba42e49a139aa57eb508f0": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6fee06f797624407a818b49eafc44a24": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Bg color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_9ce5dcbe698945b6ab79a05dc94ec569",
-              "style": "IPY_MODEL_f86c3f66d1a74e81aaea97cc6360332b",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "lightblue"
-            }
-          },
-          "700d097d66244eb9984b8e3d1f112320": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_83ca938ca6944f038eafd9631cfcab5c",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "70170d06788c4468bc8ff76fbbf4e449": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "70ee963532434b2e9eea1d1201324cae": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_7445f6fd9dc04257bd7fe5d5c8e1d7ec",
-                "IPY_MODEL_099238d7d933441390213b2636fccdba",
-                "IPY_MODEL_76ba6037840f4f14bc11d2c71ff7c6a2",
-                "IPY_MODEL_a08b5b97b83b4d24b794c440782ad50b",
-                "IPY_MODEL_b6e42e5cdba34a06a8b231252554fb35",
-                "IPY_MODEL_34eaba9821474ab7ae7913a414a20820",
-                "IPY_MODEL_bf4d7ec59a204d32a31887bc645bf8ce"
-              ],
-              "layout": "IPY_MODEL_56d7f21817244d1eb5ab159fcfcf951e",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "723ef658b04b4ae88d29d029c8c2a217": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "738c1c5c06ec4caca92b76d31b9bb5b0": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_b3ad69c55b464ccbbe853576f7627261"
-              ],
-              "layout": "IPY_MODEL_ec1ffe452d46468ea88a3dc5db93f0ae",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "73c4dc7508e04c8fb0251ad9d35f993b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7445f6fd9dc04257bd7fe5d5c8e1d7ec": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_8e9ca0a6d78c47fe8ee8e327e966cc37",
-                "IPY_MODEL_67c3f5fbc6bf4fb6a6bbe42c1e14fe8f",
-                "IPY_MODEL_117c52af61fa48fe9d2be2e0c8fa5ee8"
-              ],
-              "layout": "IPY_MODEL_1f8217301893495997a351835400e051",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "745f2020fb774a63ba77e9ba43f4da88": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "747c992f80ad4023b8996a4331469334": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_d9befd42a55a4e47aed0a4faa3dd612f",
-                "IPY_MODEL_c22489445588418dacd6bf8dd128dcca",
-                "IPY_MODEL_60857e2390214b36ac490d6ae319e3a9"
-              ],
-              "layout": "IPY_MODEL_4d116bd2c77b4264ad6ad1b425e3a2cf",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "749553b835314a6b82daf4d335258b38": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Mass",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_907936fc6ce54feab173b65138823a80",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_4db1abbbe10a4f24b44913759386b71c",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "74f3739c737d42b3b3d59bd7bc0d4a45": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_905d5e88be7f4c85bb7bcaf6e8804541",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "76021091c2d942f595c906a4198eded8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "761c4c308e7e47018a5cf4d241fd0745": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "769a063518a84556aff129d69cb1dfb1": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_914df89463454cdabd4b1fa68b6850ff",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "76ba6037840f4f14bc11d2c71ff7c6a2": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_607bcc6a67d64ede86bbf71e2d8f5f92"
-              ],
-              "layout": "IPY_MODEL_075327c4e3f94feeb859fddbbc9095a6",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "numbers"
-              ],
-              "tooltip": null
-            }
-          },
-          "79c36e2537b440078ce4f352f2062dd4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_749553b835314a6b82daf4d335258b38",
-                "IPY_MODEL_c5af6128f8a643eba8582b91fdb669f7"
-              ],
-              "layout": "IPY_MODEL_94ca96d6559a4b3ba37aea0f0e00c7af",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7a74111aa6a1497d80f108603d514dcb": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_5a87c372f3ba408fb914d45a9197d2e8",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7aa4ac95c82f4705aa8a7fc2647ab266": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7af543f4ae854e5aa805c91a74822f64": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_02bb80313d654903990b0b12a0691526",
-                "IPY_MODEL_e0dec9f07b4b49828372f18ac95f531d",
-                "IPY_MODEL_50ef523f3d984929824c9c6d6b16555c"
-              ],
-              "layout": "IPY_MODEL_3a3bfdeeff1b4a11bf4679646eeb016f",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7b269281b42840d4baf98184b32ff653": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_40116e3944f649ed9cc1e48fcc1d5216",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7b636b83dce6421c96412390ba39ff65": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7c6df25f807a426e8cf7da7517c049c4": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_7fcb8eec363b48358c7de2c4931b9d79",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7db7411b95484c0fb8ea8f543ef4f575": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7df10bdaa0934bdb8dc98ad368023e3f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_cde8e98079ca4e68923dce0a33f8102e",
-                "IPY_MODEL_00d4dcfd5513458982fec93054644b22",
-                "IPY_MODEL_09480f0d376d4d58a2b159350c811e73",
-                "IPY_MODEL_60de83cc64bd4285ad6c857f60188d49",
-                "IPY_MODEL_79c36e2537b440078ce4f352f2062dd4",
-                "IPY_MODEL_a91a8082b7134d7aafd04cd439bc0826"
-              ],
-              "layout": "IPY_MODEL_f17af71e341a4b6dab9cbb1bf205a63d",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7e96215a5cf840aca6341ddda21da8bc": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_b9d843aeeb96407ea79811953eafd771",
-              "style": "IPY_MODEL_965a199d455f49f487a304ad8684a643",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "7f5bf123e8f6474594670f5c81b34db1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7fcb8eec363b48358c7de2c4931b9d79": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "80c068e5c1a84648a773fadce04e9b52": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8223dfeeb26140afb003bc861a365f79": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "823a50bce96a4f2eb47dacb57b309efd": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "82bc5d9e6e7b44a5b084290a6ba1583b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "83ca938ca6944f038eafd9631cfcab5c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "859150e9173046d7901c857a7efa1e34": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_f7cd86db812f47fd88cc36ccee46afff",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "866e8f745e564fbea46f9dc41d6b9eae": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "87429f9efa454cf782d2ddb48784b2de": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "87a609bb678a4fc7ba28866fb8eafc5c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "87b93e359a2a4e8ca2517ed3007b34a2": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "87cef9acea2e442d823805b6b5f905dc": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Border width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_691adf2ca6c044d78fdc63e4198c7ec8",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_87429f9efa454cf782d2ddb48784b2de",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "8904210107ee466eb682a6559b86921f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8967cf2e9d5146c0a510235e88eb9c23": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8a9cb295437545f99a6511dcd3682c0f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ButtonView",
-              "button_style": "success",
-              "description": "Save",
-              "disabled": false,
-              "icon": "",
-              "layout": "IPY_MODEL_6f790fbedaba42e49a139aa57eb508f0",
-              "style": "IPY_MODEL_91b14888c7ec4f158cb1fa295535da9c",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "8b51c051799c4d95b063a14cc91a3537": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "8c13f9989ff6400f97d30b3a5b892010": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_173e35e3f3e1439b80394a66264ef163",
-              "style": "IPY_MODEL_2830032e728b420db862f7a3630db963",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "8ca12b0258a84f0a8419bf1eda7501eb": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8d7fc9205e4945aba1a6a71090450506": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8e9ca0a6d78c47fe8ee8e327e966cc37": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_ef980ef5745346b888e0a2b93a3757e5"
-              ],
-              "layout": "IPY_MODEL_1def01a79b4e4c94858b39f4d079449c",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "states"
-              ],
-              "tooltip": null
-            }
-          },
-          "8ef60c94706740eba7ea09a52e9e3736": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "901d4655ecca4572be571f4165267fb5": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_8ef60c94706740eba7ea09a52e9e3736",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "905d5e88be7f4c85bb7bcaf6e8804541": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "907936fc6ce54feab173b65138823a80": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9098ea655c604ece9b79e88310ca281a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_9a4b6615c0a54797a2861928e846618d",
-                "IPY_MODEL_34dc1938af324750aaa4e51ef1d2b391"
-              ],
-              "layout": "IPY_MODEL_8967cf2e9d5146c0a510235e88eb9c23",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "914df89463454cdabd4b1fa68b6850ff": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "91b14888c7ec4f158cb1fa295535da9c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "button_color": null,
-              "font_family": null,
-              "font_size": null,
-              "font_style": null,
-              "font_variant": null,
-              "font_weight": null,
-              "text_color": null,
-              "text_decoration": null
-            }
-          },
-          "91b700b7885b46979ffc03248c50dd95": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "91e9262493864d1889367b5aa1b2db12": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_80c068e5c1a84648a773fadce04e9b52",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "920af33df6a64992905b27a05619521d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "92a8ad7c22de4ad7815a63891d22330d": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_205b5e9ca611441d83f028b9fa9b8a1d",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "9383152b3bd94c2cb12922b51089b786": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "93fe72a6165b4bf682a5fbd514241f42": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "94ca96d6559a4b3ba37aea0f0e00c7af": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "952e65a59ce64a7382c89815d26afef5": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "965a199d455f49f487a304ad8684a643": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "968b4ae648944f3aa38f904356c72fee": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_87cef9acea2e442d823805b6b5f905dc",
-                "IPY_MODEL_7a74111aa6a1497d80f108603d514dcb"
-              ],
-              "layout": "IPY_MODEL_40416f4f18cc42b2aae3529cb86c252f",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "969d1a1cc9e14e9ca4683674b40c43ca": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "96e623799c9745a0966ea35ecb894d75": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "992b917909dd49f7ba1af2cbbc246b13": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Show results",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_0221a3b535c24038b425794949182471",
-              "style": "IPY_MODEL_f1672bcbf603438e89d86dc9f9843406",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "99946c0509e94db4be71147bbcc8e03f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_25f5361e34d04656baae19151684b636",
-                "IPY_MODEL_4829e97d6ed143ac83779de0d4840b22"
-              ],
-              "layout": "IPY_MODEL_4408b1053bdd45cbb79001fbfb9ed39b",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "9a4b6615c0a54797a2861928e846618d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DropdownModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DropdownModel",
-              "_options_labels": [
-                "ellipse",
-                "circle",
-                "database",
-                "box",
-                "text",
-                "diamond",
-                "dot",
-                "star",
-                "triangle",
-                "triangleDown",
-                "square"
-              ],
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "DropdownView",
-              "description": "Shape",
-              "description_allow_html": false,
-              "disabled": false,
-              "index": 0,
-              "layout": "IPY_MODEL_00fd3d0fcecc4166a8298857a57edc9d",
-              "style": "IPY_MODEL_f51ca9bc077748ecb1fe3071cc443ce1",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "9ab342add5104ef7a564aa2b83e5da81": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9ab6a16001684e40b110f49c073bfcb4": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9b3a0b9e577648b0a48922f48fcb5619": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9bdbfae5a32c43fa917b1e080b1b4af1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9ce5dcbe698945b6ab79a05dc94ec569": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9d3cc31ce28449a7b053bd5661916352": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_54d5f10d7f4f44c6a0b0aec8a62a27ca",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_df0ca39759b643d8ae12e1ff47dbad0a",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<h4>Font</h4>"
-            }
-          },
-          "9d5b218c42ee4e4d830d7dddff88b3f8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9d61530642144d1bad76709808bf4a3c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_2cf55f9f32f24ee9be5277cbb97edab7",
-                "IPY_MODEL_7b269281b42840d4baf98184b32ff653"
-              ],
-              "layout": "IPY_MODEL_4017ca30535d46e1a74d1a214f2e54cd",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "9f034116db994c3f970714b87ffa994d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9f6c631f8235442f81bf8af0960eb0b9": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a08b5b97b83b4d24b794c440782ad50b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_747c992f80ad4023b8996a4331469334"
-              ],
-              "layout": "IPY_MODEL_f91680f4de1e48d48d679c84469edc7d",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "results_and_rewards"
-              ],
-              "tooltip": null
-            }
-          },
-          "a0fd98c345214939b9485130f4881d39": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_25719c980b1f4173be3e44ad26dcdcdc",
-              "msg_id": "",
-              "outputs": [
-                {
-                  "data": {
-                    "text/html": "\n          <iframe\n                id=\"modelrYAbyzyUAX\"\n                width=\"820\"\n                height=\"620\"\n                frameborder=\"0\"\n                srcdoc=\"\n&lt;!DOCTYPE html&gt;\n&lt;html lang=&quot;en&quot;&gt;\n  &lt;head&gt;\n    &lt;title&gt;Network&lt;/title&gt;\n    &lt;script\n      type=&quot;text/javascript&quot;\n      src=&quot;https://unpkg.com/vis-network/standalone/umd/vis-network.min.js&quot;\n    &gt;&lt;/script&gt;\n    &lt;style type=&quot;text/css&quot;&gt;\n      #mynetwork {\n        \n        width: 800px;\n        height: 600px;\n        border: 1px solid lightgray;\n        \n      }\n    &lt;/style&gt;\n  &lt;/head&gt;\n  &lt;body&gt;\n    &lt;div id=&quot;mynetwork&quot;&gt;&lt;/div&gt;\n    &lt;script type=&quot;text/javascript&quot;&gt;\n        \n        var nodes = new vis.DataSet([{ id: 0, label: `init`, group: &quot;states&quot; },\n{ id: 1, label: `rolled1`, group: &quot;states&quot; },\n{ id: 2, label: `rolled2`, group: &quot;states&quot; },\n{ id: 3, label: `rolled3`, group: &quot;states&quot; },\n{ id: 4, label: `rolled4`, group: &quot;states&quot; },\n{ id: 5, label: `rolled5`, group: &quot;states&quot; },\n{ id: 6, label: `rolled6`, group: &quot;states&quot; },\n]);\n        var edges = new vis.DataSet([{ from: 0, to: 1, label: &quot;1/6&quot; },\n{ from: 0, to: 2, label: &quot;1/6&quot; },\n{ from: 0, to: 3, label: &quot;1/6&quot; },\n{ from: 0, to: 4, label: &quot;1/6&quot; },\n{ from: 0, to: 5, label: &quot;1/6&quot; },\n{ from: 0, to: 6, label: &quot;1/6&quot; },\n{ from: 1, to: 1, label: &quot;1&quot; },\n{ from: 2, to: 2, label: &quot;1&quot; },\n{ from: 3, to: 3, label: &quot;1&quot; },\n{ from: 4, to: 4, label: &quot;1&quot; },\n{ from: 5, to: 5, label: &quot;1&quot; },\n{ from: 6, to: 6, label: &quot;1&quot; },\n]);\n        var options = {\n  &quot;__fake_macros&quot;: {\n    &quot;__group_macro&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;white&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    }\n  },\n  &quot;groups&quot;: {\n    &quot;states&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;white&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;lightblue&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;scheduled_actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;pink&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      },\n      &quot;schedColor&quot;: false\n    }\n  },\n  &quot;reload_button&quot;: false,\n  &quot;edges&quot;: {\n    &quot;arrows&quot;: &quot;to&quot;,\n    &quot;font&quot;: {\n      &quot;color&quot;: &quot;black&quot;,\n      &quot;size&quot;: 14\n    },\n    &quot;color&quot;: {\n      &quot;color&quot;: &quot;black&quot;\n    }\n  },\n  &quot;numbers&quot;: {\n    &quot;fractions&quot;: true,\n    &quot;digits&quot;: 5\n  },\n  &quot;results_and_rewards&quot;: {\n    &quot;show_results&quot;: true,\n    &quot;resultSymbol&quot;: &quot;\\u2606&quot;,\n    &quot;show_rewards&quot;: true\n  },\n  &quot;layout&quot;: {\n    &quot;randomSeed&quot;: 5\n  },\n  &quot;misc&quot;: {\n    &quot;enable_physics&quot;: true,\n    &quot;width&quot;: 800,\n    &quot;height&quot;: 600,\n    &quot;explore&quot;: false\n  },\n  &quot;saving&quot;: {\n    &quot;relative_path&quot;: true,\n    &quot;filename&quot;: &quot;layouts/NAME.json&quot;,\n    &quot;save_button&quot;: false,\n    &quot;load_button&quot;: false\n  },\n  &quot;positions&quot;: {},\n  &quot;width&quot;: 800,\n  &quot;height&quot;: 600,\n  &quot;physics&quot;: true\n};\n        //js\nvar container = document.getElementById(&quot;mynetwork&quot;);\nvar data = {\n    nodes: nodes,\n    edges: edges,\n};\nvar network = new vis.Network(container, data, options);\nfunction makeAllNodesInvisible() {\n    ids = nodes.getIds();\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = true;\n        nodes.update(node);\n    }\n};\nfunction makeNeighborsVisible(myNode) {\n    var ids = network.getConnectedNodes(myNode, &#x27;to&#x27;);\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = false;\n        nodes.update(node);\n    }\n};\nfunction makeNodeVisible(nodeId) {\n    var node = nodes.get(nodeId);\n    node[&quot;hidden&quot;] = false;\n    nodes.update(node);\n};\nnetwork.on( &#x27;click&#x27;, function(properties) {\n    var nodeId = network.getNodeAt({x:properties.event.srcEvent.offsetX, y:properties.event.srcEvent.offsetY});\n    makeNeighborsVisible(nodeId);\n});\n\n    &lt;/script&gt;\n  &lt;/body&gt;\n&lt;/html&gt;\n\"\n                border:none !important;\n                allowfullscreen webkitallowfullscreen mozallowfullscreen\n          ></iframe>",
-                    "text/plain": "<IPython.core.display.HTML object>"
-                  },
-                  "metadata": {},
-                  "output_type": "display_data"
-                }
-              ],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a21acae949ca4ae79a2b6f77015774cd": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_82bc5d9e6e7b44a5b084290a6ba1583b",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a21caf16636a489e9ff7a4cc3bf98b44": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_1b481b34f0684d8b84b09372e85f62a4",
-                "IPY_MODEL_e7e6eb204428485a9f38897f9dbfb8c8"
-              ],
-              "layout": "IPY_MODEL_8ca12b0258a84f0a8419bf1eda7501eb",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a24df0a10bb64e1fb4ccda3eeac7aded": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Height",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_f4f29de672524a169bb15b77c59342ac",
-              "max": 2000,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_279b1a0d62024d40a037d950b77bd6b9",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 600
-            }
-          },
-          "a3cb3ca405834741bcb74da836bd47f4": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a7a8eaa559d5456b963b821482551c01": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_6f5692ebb482485ba79d57c4fc0b7d1d",
-                "IPY_MODEL_b2f4f73227e1458b83f896007ac62056"
-              ],
-              "layout": "IPY_MODEL_14b59832028c445d9ba6364479d9ce38",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a86a06eb86bb4e988ce87d5025a0dd8b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a91a8082b7134d7aafd04cd439bc0826": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_1c497ea58dfa4a2ba25da7bc462f4374",
-                "IPY_MODEL_49014d8190e54ab8b1daee6019e7c707",
-                "IPY_MODEL_6282481e1294450aabd4f6e5ec7898df"
-              ],
-              "layout": "IPY_MODEL_745f2020fb774a63ba77e9ba43f4da88",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a9ff1108173f4d619010ba35e58ba507": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_c534085b879a415788c47f93d2001c6d",
-                "IPY_MODEL_09ec64ebf90a44278d386d97fab37ece"
-              ],
-              "layout": "IPY_MODEL_07b2416316c4432ea5d6dfa2fa60bd0f",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "ab4c770e532b4005828b1b08dfe7bea6": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_0b27042951584043923d1f7b9bf4bfa2",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "acd758ce449f4ff9a1d19f7d9bda78f9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_f45b3de4418a4190bd3f75954164e54d",
-                "IPY_MODEL_7c6df25f807a426e8cf7da7517c049c4"
-              ],
-              "layout": "IPY_MODEL_bd7177ad72f04bafb32b723cb80940a1",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b1e784760cb6458ba23f9818ff2d537f": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_1fb080df3fc7496daefcd7dc45a16d96",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b26cfdd3e48f46d79259db5968b1ed75": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "b2f4f73227e1458b83f896007ac62056": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_761c4c308e7e47018a5cf4d241fd0745",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b3ad69c55b464ccbbe853576f7627261": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_fe445187ed134484b1b468ea9d45d260",
-              "msg_id": "",
-              "outputs": [
-                {
-                  "data": {
-                    "application/vnd.jupyter.widget-view+json": {
-                      "model_id": "70ee963532434b2e9eea1d1201324cae",
-                      "version_major": 2,
-                      "version_minor": 0
-                    },
-                    "text/plain": "VBox(children=(VBox(children=(Accordion(children=(VBox(children=(interactive(children=(IntSlider(value=1, desc\u2026"
-                  },
-                  "metadata": {},
-                  "output_type": "display_data"
-                }
-              ],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b56141cf0d5e46bbbdb00fd5295eec19": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_4877098839d148628090e893a7f6e33d",
-                "IPY_MODEL_6698e620bb374b1d8666071f3d336687"
-              ],
-              "layout": "IPY_MODEL_30741e2df118449f97ccb8963662745e",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b6e42e5cdba34a06a8b231252554fb35": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_cda91205de9747c6affaff13432fcc5a"
-              ],
-              "layout": "IPY_MODEL_e9dfb30209734f61a4d4416eee0d920f",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "misc"
-              ],
-              "tooltip": null
-            }
-          },
-          "b8cd47e224c949adb3821c01781f030b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "b9d843aeeb96407ea79811953eafd771": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ba62c36faefe41469ddf4e3b46a090cb": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bb12bbd42bfa40dd96aa2aed2ea71f6a": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bb4f6b9a903246248d0ceb38d6d00eb9": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bb65f744a3854b2fbd56bf868b9d3f73": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_032e0870a3844cc1a5108e905cd614ea",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "bd7177ad72f04bafb32b723cb80940a1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bd782bb5a4d94a3d943fde210c2660c0": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bdc11e71d8d7420c9f2a236bba2a21cf": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "be05ff6a16c3418b892b0f3bed3c8978": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bf4d7ec59a204d32a31887bc645bf8ce": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ButtonView",
-              "button_style": "info",
-              "description": "Reload",
-              "disabled": false,
-              "icon": "",
-              "layout": "IPY_MODEL_952e65a59ce64a7382c89815d26afef5",
-              "style": "IPY_MODEL_18159b30cba5437687f481f06a29c355",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "bfe563b658df4c3cb2a452079da608b1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c22489445588418dacd6bf8dd128dcca": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_0acb222d30e2432796a41fd9e09aa1a3",
-                "IPY_MODEL_c92aefd167fa4c58929b0045700b4489"
-              ],
-              "layout": "IPY_MODEL_5bd9719d95754d3ca274c5e8410186dc",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c2b65b071db44f6087ea6c3dffe3e797": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_be05ff6a16c3418b892b0f3bed3c8978",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c474b01a2c2c42dcba6f397135e7a8da": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "c4e29dc6c7004f4f8d6cd81856468d30": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "c534085b879a415788c47f93d2001c6d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Border color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_eadaf506603f492fa66bc3122ea207c0",
-              "style": "IPY_MODEL_03e19d49ef1b49d7ad0d8e144b200b1c",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "c5af6128f8a643eba8582b91fdb669f7": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_374e05da6d044df08b33cf3ec9fd3b44",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c65825411d4441df865828dd8637281d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_e4024de7a4204ebd9b4fd046006bd235"
-              ],
-              "layout": "IPY_MODEL_fc184bcca0364e219c850d4e84de51f1",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c68383ce0f3647fbaeba4c58ded0b84e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "c7441c6725dd4eed994f0bad5f0f7555": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_5edf107f76a043648d3da14b2082afaa",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c78d966056584fb0a18d9c5c3536de29": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c83257a7fc334f178c0f5baf58384ab6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c92aefd167fa4c58929b0045700b4489": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_0df7dd8e789346b09bb400135b736b86",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c9bfa267a1f5470ea715d7db99262e12": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "cbdc66228ce3433f9edc5346c52db6ab": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "cc48cfa507694aab8c902b57fab6f9fe": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Fractions",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_6abc1a58c4ea47ae9acc450aefa434ca",
-              "style": "IPY_MODEL_87b93e359a2a4e8ca2517ed3007b34a2",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "cda91205de9747c6affaff13432fcc5a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_a21caf16636a489e9ff7a4cc3bf98b44",
-                "IPY_MODEL_5abd047410744ea3a8e56d96e087d17d",
-                "IPY_MODEL_2912debc880c41feb73b7496f0fe819f",
-                "IPY_MODEL_320fe1e06a364776b22af9f2ac249b0b"
-              ],
-              "layout": "IPY_MODEL_00af4b6417df4de0aaf3149a2fb18369",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "cde8e98079ca4e68923dce0a33f8102e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_2090e02d72c64845a9d936a3307c04c5",
-                "IPY_MODEL_901d4655ecca4572be571f4165267fb5"
-              ],
-              "layout": "IPY_MODEL_15d67658b3444f939dd065863910a8c5",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "cf008b6d2e124958b901eb9544578596": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_bfe563b658df4c3cb2a452079da608b1",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "cf4607d8546a4d0eab53720289af84c7": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d198f8c770c3409ca92d3de420a778f2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d23e2d99a28a4b62bd37053cc4be162b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "d3f61d02f7b946418cbcba0ff0630037": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d400b6e6a1d048b7973c08d430b84747": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d644fd20a2cc4eca9f6c7e9316563f93": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d70f57aa9fa54ad9898a32f01dc3b55f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "d7bf6da4dd10440982d82dada5e380fb": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_b26cfdd3e48f46d79259db5968b1ed75",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d84720b130cd44b59fc1ba5d10e5a5ef": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_a0fd98c345214939b9485130f4881d39",
-                "IPY_MODEL_32a41376cbef4ff58b7d14122eed927d"
-              ],
-              "layout": "IPY_MODEL_db13c67d71bf40fba7d66ea46b4f8ecf",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d8559f91c4d043c98fcc18386fff45a7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_dc4ec73156cc4beeac16b63788308f86",
-                "IPY_MODEL_c7441c6725dd4eed994f0bad5f0f7555"
-              ],
-              "layout": "IPY_MODEL_e4151553b01244b48d5f6ce8cdfe295d",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d85d0f93e3c546d7834ee8d79b4f20f5": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_012e4ea4e4df44b1ac8bb62e1fb22bae",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d9758a2387144d2a8122192dc8d27bd8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d993a76409fe437c8eddb03ed2928630": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "d9befd42a55a4e47aed0a4faa3dd612f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_992b917909dd49f7ba1af2cbbc246b13",
-                "IPY_MODEL_1e054af0ef874243859f02c180d0d0cf"
-              ],
-              "layout": "IPY_MODEL_c9bfa267a1f5470ea715d7db99262e12",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "dad1dcf0174d49979bfa7cd0e57aac4b": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_8d7fc9205e4945aba1a6a71090450506",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "db13c67d71bf40fba7d66ea46b4f8ecf": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "dc4ec73156cc4beeac16b63788308f86": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Border width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_055b49053af149c5a68156d0532b77b8",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_d23e2d99a28a4b62bd37053cc4be162b",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "dd3489039b8f4d6591ee65b95d35739c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Mass",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_e8d2155cef324cd6aea58c7d151d2b26",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_8b51c051799c4d95b063a14cc91a3537",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "deaf80ccad174c9da3dbb3e091d5e2ef": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "df0ca39759b643d8ae12e1ff47dbad0a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "dff8c1359de64f8291e96de16ad9104e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_401ee687e1394fdb94c5fc1906e9bf79",
-                "IPY_MODEL_cf008b6d2e124958b901eb9544578596"
-              ],
-              "layout": "IPY_MODEL_9b3a0b9e577648b0a48922f48fcb5619",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e06dcd8331d145999bcb673d88aef65f": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_9ab6a16001684e40b110f49c073bfcb4",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e0dec9f07b4b49828372f18ac95f531d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_fb9a8d6ea35e4fa69f6369e67446d07e",
-                "IPY_MODEL_285f43d3b9ea45a4bfc36ce1b087fbd0"
-              ],
-              "layout": "IPY_MODEL_b8cd47e224c949adb3821c01781f030b",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e18d9c9a8e8448248c840491dbd7cbe2": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_dff8c1359de64f8291e96de16ad9104e",
-                "IPY_MODEL_a7a8eaa559d5456b963b821482551c01",
-                "IPY_MODEL_8a9cb295437545f99a6511dcd3682c0f",
-                "IPY_MODEL_1c8051ec82cd474894d7a02191fef3f0"
-              ],
-              "layout": "IPY_MODEL_f155605bda8349b8b4ec47cefddb3825",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e1f93b33cd3d4377ad1efa7262f89111": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e21172474857442dac2dab6bf2069ac7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_73c4dc7508e04c8fb0251ad9d35f993b",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_c474b01a2c2c42dcba6f397135e7a8da",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "e32bfcc0292645d3aa1a7cc9a44796cc": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_8904210107ee466eb682a6559b86921f",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e344725bab074543b392cf951faf88d3": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_6fee06f797624407a818b49eafc44a24",
-                "IPY_MODEL_4df48f8c424c4247a23bcd43973242c3"
-              ],
-              "layout": "IPY_MODEL_fe6991b5d8624e7f9a11db8f1a1e9571",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e4024de7a4204ebd9b4fd046006bd235": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_67699fea985440d097c2f521bdcc698e",
-                "IPY_MODEL_362f1e46d5ca44b99d1c9da4b88c7edf"
-              ],
-              "layout": "IPY_MODEL_9bdbfae5a32c43fa917b1e080b1b4af1",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e4151553b01244b48d5f6ce8cdfe295d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e4e2fb1ade4e4ed98fd199a40b100700": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e618c09084d647d0b9376400f737d812": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_d644fd20a2cc4eca9f6c7e9316563f93",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_3ba93ec060f64f62b7b03d113394fc56",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<h4>Font</h4>"
-            }
-          },
-          "e7e6eb204428485a9f38897f9dbfb8c8": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_19e4a8b2b7904c64b587d63a51074459",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e8d2155cef324cd6aea58c7d151d2b26": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e9dfb30209734f61a4d4416eee0d920f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "eadaf506603f492fa66bc3122ea207c0": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "eb162600d30a42abbb2c9613b0d4e18e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "eb64ef8e618f4391afb83462d745a9ba": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_d198f8c770c3409ca92d3de420a778f2",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "eb66644297dc43cc862c50885cb33d97": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ebd9568950814d50b7747223b0732781": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_723ef658b04b4ae88d29d029c8c2a217",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "ec1ffe452d46468ea88a3dc5db93f0ae": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ee8525f40fb249ee878e5d7adcb215f0": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "eea7b640c7654ef79cb400cba515de51": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_9d3cc31ce28449a7b053bd5661916352",
-                "IPY_MODEL_5b8449e43cc44e7f98a9e5aef82fb50a",
-                "IPY_MODEL_acd758ce449f4ff9a1d19f7d9bda78f9"
-              ],
-              "layout": "IPY_MODEL_c83257a7fc334f178c0f5baf58384ab6",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "eeb98d20a13c4e789b1dff632b6c4064": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ef2226f1799b42ae9ef5f2b23081642c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DropdownModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DropdownModel",
-              "_options_labels": [
-                "ellipse",
-                "circle",
-                "database",
-                "box",
-                "text",
-                "diamond",
-                "dot",
-                "star",
-                "triangle",
-                "triangleDown",
-                "square"
-              ],
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "DropdownView",
-              "description": "Shape",
-              "description_allow_html": false,
-              "disabled": false,
-              "index": 3,
-              "layout": "IPY_MODEL_96e623799c9745a0966ea35ecb894d75",
-              "style": "IPY_MODEL_44d07734a97745149150397e37a1dc2f",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "ef980ef5745346b888e0a2b93a3757e5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_968b4ae648944f3aa38f904356c72fee",
-                "IPY_MODEL_180a714c9c7f4f31beb72a8df37b27e8",
-                "IPY_MODEL_9098ea655c604ece9b79e88310ca281a",
-                "IPY_MODEL_488bdbb888134f7eb602e97fd31438b1",
-                "IPY_MODEL_467b77aba0184eef84e06dbf92fdeef7",
-                "IPY_MODEL_eea7b640c7654ef79cb400cba515de51"
-              ],
-              "layout": "IPY_MODEL_7f5bf123e8f6474594670f5c81b34db1",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "f06354f981344e3dbde8e7b06f5bbcc2": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_32efacf0750b4f70af75082db977da9b",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "f0fd3bd9bffd44d88105b076b3548f5c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_e618c09084d647d0b9376400f737d812",
-                "IPY_MODEL_67de94e4a87c45de9563a350b5934b4a",
-                "IPY_MODEL_4587e6d5c1e54b6bbbe66556e74a0ead"
-              ],
-              "layout": "IPY_MODEL_c78d966056584fb0a18d9c5c3536de29",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "f155605bda8349b8b4ec47cefddb3825": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f1672bcbf603438e89d86dc9f9843406": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "f17af71e341a4b6dab9cbb1bf205a63d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f3143cd4db58472891f8d2724851825a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_c65825411d4441df865828dd8637281d",
-                "IPY_MODEL_7af543f4ae854e5aa805c91a74822f64"
-              ],
-              "layout": "IPY_MODEL_9d5b218c42ee4e4d830d7dddff88b3f8",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "f45b3de4418a4190bd3f75954164e54d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_22f0e486d4f14892ab693e6071605ded",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_1f8d8f2394c14b509c0ffaf3bc8a7d9a",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "f4f29de672524a169bb15b77c59342ac": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f51ca9bc077748ecb1fe3071cc443ce1": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "f6492d876cad4f7d919468ce0456e7d3": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f7cd86db812f47fd88cc36ccee46afff": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f85623fce9c04c24aecff8e7bdbddeea": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "f86c3f66d1a74e81aaea97cc6360332b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "f91680f4de1e48d48d679c84469edc7d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f9ae8b14f17c46c8b5cbfe0b88beb8a9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_4589f31b6804437bbf57aa8243c30364",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_00e8f8e691264f1880f89ecf8652b5ce",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "fa5b1c4b2ea54602a609d0a9eb7b0c28": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Border color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_93fe72a6165b4bf682a5fbd514241f42",
-              "style": "IPY_MODEL_0b9497db373f42a1a232ace5b26fc35b",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "fafa93f7b56241e7a88b8190ccf178c6": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_e344725bab074543b392cf951faf88d3",
-                "IPY_MODEL_a9ff1108173f4d619010ba35e58ba507"
-              ],
-              "layout": "IPY_MODEL_321280bf532d401aac6a95a1e5980452",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "fb7b6379c1e0499080c676a25749c480": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Bg color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_e1f93b33cd3d4377ad1efa7262f89111",
-              "style": "IPY_MODEL_bdc11e71d8d7420c9f2a236bba2a21cf",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "pink"
-            }
-          },
-          "fb9a8d6ea35e4fa69f6369e67446d07e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_fdca78d0fd6742a4b341bc9b83f9f7c9",
-              "style": "IPY_MODEL_33404daca6b447bdaa7827a31aceaa43",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "fc184bcca0364e219c850d4e84de51f1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "fc562ece4d694bdca423a63f61cf1bec": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "fc94735de5e4470bb3f4eca2a16a28c4": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
               "_view_module": "@jupyter-widgets/output",
               "_view_module_version": "1.0.0",
               "_view_name": "OutputView",
-              "layout": "IPY_MODEL_4a91ae7ea70a45eba532b017c2c3c6b1",
+              "layout": "IPY_MODEL_2f00f8d9af2345f99084d12197511d8b",
               "msg_id": "",
               "outputs": [],
               "tabbable": null,
               "tooltip": null
             }
           },
-          "fdca78d0fd6742a4b341bc9b83f9f7c9": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "fe445187ed134484b1b468ea9d45d260": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "fe455c0ba6aa41cdaa347d3618104ec0": {
+          "cc0f90ab34e74ad295017549992fbfaf": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -12997,7 +1155,7 @@
               "width": null
             }
           },
-          "fe6991b5d8624e7f9a11db8f1a1e9571": {
+          "d14df1e027094dd287aac3aa3124046c": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -13050,7 +1208,7 @@
               "width": null
             }
           },
-          "fe87f5f834a84ae4b96506a8b2541aeb": {
+          "e4f96dafe4b64307972672a5d2070142": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -13103,7 +1261,7 @@
               "width": null
             }
           },
-          "ff752eef202d4bfea0ae1792698655b4": {
+          "ea8b13024f55497d8588fe55f5dceecd": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
diff --git a/docs/getting_started/mdp.ipynb b/docs/getting_started/mdp.ipynb
index 90c7950..8dcb11d 100644
--- a/docs/getting_started/mdp.ipynb
+++ b/docs/getting_started/mdp.ipynb
@@ -1,5 +1,12 @@
 {
   "cells": [
+    {
+      "cell_type": "markdown",
+      "metadata": {},
+      "source": [
+        "# Example MDP"
+      ]
+    },
     {
       "cell_type": "code",
       "execution_count": 1,
@@ -350,7 +357,7 @@
   ],
   "metadata": {
     "kernelspec": {
-      "display_name": "Python 3 (ipykernel)",
+      "display_name": ".venv",
       "language": "python",
       "name": "python3"
     },
@@ -364,7 +371,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.12.7"
+      "version": "3.12.6"
     }
   },
   "nbformat": 4,
diff --git a/docs/getting_started/simulator.ipynb b/docs/getting_started/simulator.ipynb
index 0dbb8d1..17f6e29 100644
--- a/docs/getting_started/simulator.ipynb
+++ b/docs/getting_started/simulator.ipynb
@@ -2,7 +2,7 @@
   "cells": [
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 13,
       "id": "a8ddc37c-66d2-43e4-8162-6be19a1d70a1",
       "metadata": {},
       "outputs": [],
@@ -13,7 +13,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 14,
       "id": "cab40f99-3460-4497-8b9f-3d669eee1e11",
       "metadata": {},
       "outputs": [],
@@ -86,10 +86,31 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 15,
       "id": "eb0fadc0-7bb6-4c1d-ae3e-9e16527726ab",
       "metadata": {},
-      "outputs": [],
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "ModelType.MDP with name None\n",
+            "\n",
+            "States:\n",
+            "State 0 with labels ['init'] and features {}\n",
+            "State 1 with labels ['carchosen'] and features {}\n",
+            "State 2 with labels ['open'] and features {}\n",
+            "State 3 with labels ['goatrevealed'] and features {}\n",
+            "State 4 with labels ['target', 'done'] and features {}\n",
+            "\n",
+            "Transitions:\n",
+            "0.3333333333333333 -> State 1 with labels ['carchosen'] and features {}\n",
+            "1.0 -> State 2 with labels ['open'] and features {}\n",
+            "0.5 -> State 3 with labels ['goatrevealed'] and features {}\n",
+            "1.0 -> State 4 with labels ['target', 'done'] and features {}\n"
+          ]
+        }
+      ],
       "source": [
         "#we want to simulate this model. That is, we start at the initial state and then\n",
         "#we walk through the model according to transition probabilities.\n",
@@ -109,12 +130,33 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 16,
       "id": "59ac1e34-866c-42c4-b19b-c2a15c830e2e",
       "metadata": {
         "scrolled": true
       },
-      "outputs": [],
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "ModelType.MDP with name None\n",
+            "\n",
+            "States:\n",
+            "State 0 with labels ['init'] and features {}\n",
+            "State 1 with labels ['carchosen'] and features {}\n",
+            "State 2 with labels ['open'] and features {}\n",
+            "State 3 with labels ['goatrevealed'] and features {}\n",
+            "State 4 with labels ['done'] and features {}\n",
+            "\n",
+            "Transitions:\n",
+            "0.3333333333333333 -> State 1 with labels ['carchosen'] and features {}\n",
+            "1.0 -> State 2 with labels ['open'] and features {}\n",
+            "1.0 -> State 3 with labels ['goatrevealed'] and features {}\n",
+            "1.0 -> State 4 with labels ['done'] and features {}\n"
+          ]
+        }
+      ],
       "source": [
         "#it still chooses random actions but we can prevent this by providing a scheduler:\n",
         "taken_actions = {}\n",
@@ -128,10 +170,63 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 17,
       "id": "22871288-755c-463f-9150-f207c2f5c211",
       "metadata": {},
-      "outputs": [],
+      "outputs": [
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "dedb21bb36f34f78926a65af349155a0",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "Output()"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "a99224b532bf40dab9b7e7018bed689f",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "Output()"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "application/vnd.jupyter.widget-view+json": {
+              "model_id": "28879179b6684e7789aefe922d77d759",
+              "version_major": 2,
+              "version_minor": 0
+            },
+            "text/plain": [
+              "HBox(children=(Output(), Output()))"
+            ]
+          },
+          "metadata": {},
+          "output_type": "display_data"
+        },
+        {
+          "data": {
+            "text/plain": [
+              "<stormvogel.visualization.Visualization at 0x118715370>"
+            ]
+          },
+          "execution_count": 17,
+          "metadata": {},
+          "output_type": "execute_result"
+        }
+      ],
       "source": [
         "#we can also visualize the partial model that we get from the simulator:\n",
         "show.show(partial_model)\n"
@@ -139,10 +234,18 @@
     },
     {
       "cell_type": "code",
-      "execution_count": null,
+      "execution_count": 18,
       "id": "34d0c293-d090-4e3d-9e80-4351f5fcba62",
       "metadata": {},
-      "outputs": [],
+      "outputs": [
+        {
+          "name": "stdout",
+          "output_type": "stream",
+          "text": [
+            "initial state --(action: empty)--> state: 2 --(action: open0)--> state: 7 --(action: empty)--> state: 17 --(action: stay)--> state: 33\n"
+          ]
+        }
+      ],
       "source": [
         "#we can also use another simulator function that returns a path instead of a partial model:\n",
         "path = stormvogel.simulator.simulate_path(mdp, steps=4, scheduler=scheduler, seed=123456)\n",
@@ -161,9 +264,9 @@
   ],
   "metadata": {
     "kernelspec": {
-      "display_name": "Python (stormvogel)",
+      "display_name": ".venv",
       "language": "python",
-      "name": "stormvogel-env"
+      "name": "python3"
     },
     "language_info": {
       "codemirror_mode": {
@@ -175,7 +278,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.12.7"
+      "version": "3.12.6"
     }
   },
   "nbformat": 4,
diff --git a/docs/getting_started/study.html b/docs/getting_started/study.html
index 5a795e6..9cd3567 100644
--- a/docs/getting_started/study.html
+++ b/docs/getting_started/study.html
@@ -1,6 +1,6 @@
 
           <iframe
-                id="studyQvPbMkPXdR"
+                id="studyEVJCAxSSxH"
                 width="820"
                 height="620"
                 frameborder="0"
diff --git a/docs/getting_started/study.ipynb b/docs/getting_started/study.ipynb
index 7964016..5e48079 100644
--- a/docs/getting_started/study.ipynb
+++ b/docs/getting_started/study.ipynb
@@ -12,7 +12,14 @@
       "cell_type": "code",
       "execution_count": 1,
       "id": "e924f3a4",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.101575Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.101328Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.254426Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.254198Z"
+        }
+      },
       "outputs": [],
       "source": [
         "import stormvogel.model\n",
@@ -33,7 +40,14 @@
       "cell_type": "code",
       "execution_count": 2,
       "id": "1f2120a8",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.256575Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.256391Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.258358Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.258161Z"
+        }
+      },
       "outputs": [],
       "source": [
         "mdp = stormvogel.model.new_mdp(\"Monty Hall\")\n",
@@ -53,7 +67,14 @@
       "cell_type": "code",
       "execution_count": 3,
       "id": "1143b6c0",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.259656Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.259571Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.261067Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.260841Z"
+        }
+      },
       "outputs": [],
       "source": [
         "init.set_transitions([\n",
@@ -74,7 +95,14 @@
       "cell_type": "code",
       "execution_count": 4,
       "id": "64bfb789",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.262382Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.262288Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.263897Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.263698Z"
+        }
+      },
       "outputs": [],
       "source": [
         "studied.set_transitions([\n",
@@ -95,7 +123,14 @@
       "cell_type": "code",
       "execution_count": 5,
       "id": "89d1d749",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.265166Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.265077Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.266590Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.266369Z"
+        }
+      },
       "outputs": [],
       "source": [
         "not_studied.set_transitions([\n",
@@ -116,7 +151,14 @@
       "cell_type": "code",
       "execution_count": 6,
       "id": "2f8fb42e",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.267847Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.267771Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.269286Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.269078Z"
+        }
+      },
       "outputs": [],
       "source": [
         "pass_test.set_transitions([(1, end)])\n",
@@ -135,7 +177,14 @@
       "cell_type": "code",
       "execution_count": 7,
       "id": "bfcbb7fa",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.270722Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.270627Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.272208Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.272004Z"
+        }
+      },
       "outputs": [],
       "source": [
         "reward_model = mdp.add_rewards(\"R\")\n",
@@ -154,16 +203,23 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 10,
+      "execution_count": 8,
       "id": "0df1511e-565d-45d0-93a8-adafbfaaaefa",
-      "metadata": {},
+      "metadata": {
+        "execution": {
+          "iopub.execute_input": "2024-11-07T11:14:11.273450Z",
+          "iopub.status.busy": "2024-11-07T11:14:11.273379Z",
+          "iopub.status.idle": "2024-11-07T11:14:11.367637Z",
+          "shell.execute_reply": "2024-11-07T11:14:11.367418Z"
+        }
+      },
       "outputs": [
         {
           "data": {
             "text/html": [
               "\n",
               "          <iframe\n",
-              "                id=\"studyJItnPUbGyS\"\n",
+              "                id=\"studyEVJCAxSSxH\"\n",
               "                width=\"820\"\n",
               "                height=\"620\"\n",
               "                frameborder=\"0\"\n",
@@ -440,12 +496,12 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.11.2"
+      "version": "3.12.6"
     },
     "widgets": {
       "application/vnd.jupyter.widget-state+json": {
         "state": {
-          "004deca1824f45b1b74fbf4581d941f8": {
+          "0202545d026548f09b5218ccdb587f77": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -498,7 +554,27 @@
               "width": null
             }
           },
-          "0121dd2f96aa491a9e5fb82cbaefa8c0": {
+          "02a57202df7e4366a143701c9cc22cd6": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_9bbaeb82a2ae4c6aadb8c0a6881334cd",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "107718fb7de44e48ac34beb4bd936799": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -551,22 +627,30 @@
               "width": null
             }
           },
-          "01df24f1f9464f3da7cd6f5c36ead1f4": {
+          "121b19abb65e45ba96435c1b5c10b8e9": {
             "model_module": "@jupyter-widgets/controls",
             "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
+            "model_name": "HTMLModel",
             "state": {
+              "_dom_classes": [],
               "_model_module": "@jupyter-widgets/controls",
               "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
+              "_model_name": "HTMLModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
+              "_view_module": "@jupyter-widgets/controls",
               "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
+              "_view_name": "HTMLView",
+              "description": "",
+              "description_allow_html": false,
+              "layout": "IPY_MODEL_ae990e3ebf1d4eb6935d54e4fcb59637",
+              "placeholder": "\u200b",
+              "style": "IPY_MODEL_d2bb4ec71cc7400db26f1e15858ec299",
+              "tabbable": null,
+              "tooltip": null,
+              "value": "\n          <iframe\n                id=\"studyEVJCAxSSxH\"\n                width=\"820\"\n                height=\"620\"\n                frameborder=\"0\"\n                srcdoc=\"\n&lt;!DOCTYPE html&gt;\n&lt;html lang=&quot;en&quot;&gt;\n  &lt;head&gt;\n    &lt;title&gt;Network&lt;/title&gt;\n    &lt;script\n      type=&quot;text/javascript&quot;\n      src=&quot;https://unpkg.com/vis-network/standalone/umd/vis-network.min.js&quot;\n    &gt;&lt;/script&gt;\n    &lt;style type=&quot;text/css&quot;&gt;\n      #mynetwork {\n        \n        width: 800px;\n        height: 600px;\n        border: 1px solid lightgray;\n        \n      }\n    &lt;/style&gt;\n  &lt;/head&gt;\n  &lt;body&gt;\n    &lt;div id=&quot;mynetwork&quot;&gt;&lt;/div&gt;\n    &lt;script type=&quot;text/javascript&quot;&gt;\n        \n        var nodes = new vis.DataSet([{ id: 0, label: `init`, group: &quot;states&quot;, x: 5, y: -186 },\n{ id: 1, label: `studied`, group: &quot;states&quot;, x: 98, y: 11 },\n{ id: 2, label: `didn&#x27;t study\nR: 15`, group: &quot;states&quot;, x: -120, y: -7 },\n{ id: 3, label: `pass test\nR: 100`, group: &quot;states&quot;, x: 0, y: 99 },\n{ id: 4, label: `fail test\nR: 0`, group: &quot;states&quot;, x: -24, y: 37 },\n{ id: 5, label: `end`, group: &quot;states&quot;, x: -62, y: 182 },\n{ id: 10000000000, label: `study`, group: &quot;actions&quot;, x: 119, y: -118 },\n{ id: 10000000001, label: `don&#x27;t study`, group: &quot;actions&quot;, x: -122, y: -141 },\n]);\n        var edges = new vis.DataSet([{ from: 0, to: 10000000000 },\n{ from: 10000000000, to: 1, label: &quot;1&quot; },\n{ from: 0, to: 10000000001 },\n{ from: 10000000001, to: 2, label: &quot;1&quot; },\n{ from: 1, to: 3, label: &quot;9/10&quot; },\n{ from: 1, to: 4, label: &quot;1/10&quot; },\n{ from: 2, to: 3, label: &quot;2/5&quot; },\n{ from: 2, to: 4, label: &quot;3/5&quot; },\n{ from: 3, to: 5, label: &quot;1&quot; },\n{ from: 4, to: 5, label: &quot;1&quot; },\n]);\n        var options = {\n  &quot;__fake_macros&quot;: {\n    &quot;__group_macro&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;white&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    }\n  },\n  &quot;groups&quot;: {\n    &quot;states&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;#8ff0a4&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;#ffc0cb&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;scheduled_actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;pink&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      },\n      &quot;schedColor&quot;: false\n    }\n  },\n  &quot;reload_button&quot;: false,\n  &quot;edges&quot;: {\n    &quot;arrows&quot;: &quot;to&quot;,\n    &quot;font&quot;: {\n      &quot;color&quot;: &quot;black&quot;,\n      &quot;size&quot;: 14\n    },\n    &quot;color&quot;: {\n      &quot;color&quot;: &quot;black&quot;\n    }\n  },\n  &quot;numbers&quot;: {\n    &quot;fractions&quot;: true,\n    &quot;digits&quot;: 5\n  },\n  &quot;results_and_rewards&quot;: {\n    &quot;show_results&quot;: true,\n    &quot;resultSymbol&quot;: &quot;\\u2606&quot;,\n    &quot;show_rewards&quot;: true\n  },\n  &quot;layout&quot;: {\n    &quot;randomSeed&quot;: 5\n  },\n  &quot;misc&quot;: {\n    &quot;enable_physics&quot;: true,\n    &quot;width&quot;: 800,\n    &quot;height&quot;: 600,\n    &quot;explore&quot;: false\n  },\n  &quot;saving&quot;: {\n    &quot;relative_path&quot;: true,\n    &quot;filename&quot;: &quot;pinkgreen.json&quot;,\n    &quot;save_button&quot;: false,\n    &quot;load_button&quot;: false\n  },\n  &quot;positions&quot;: {\n    &quot;0&quot;: {\n      &quot;x&quot;: 5,\n      &quot;y&quot;: -186\n    },\n    &quot;1&quot;: {\n      &quot;x&quot;: 98,\n      &quot;y&quot;: 11\n    },\n    &quot;2&quot;: {\n      &quot;x&quot;: -120,\n      &quot;y&quot;: -7\n    },\n    &quot;3&quot;: {\n      &quot;x&quot;: 0,\n      &quot;y&quot;: 99\n    },\n    &quot;4&quot;: {\n      &quot;x&quot;: -24,\n      &quot;y&quot;: 37\n    },\n    &quot;5&quot;: {\n      &quot;x&quot;: -62,\n      &quot;y&quot;: 182\n    },\n    &quot;10000000000&quot;: {\n      &quot;x&quot;: 119,\n      &quot;y&quot;: -118\n    },\n    &quot;10000000001&quot;: {\n      &quot;x&quot;: -122,\n      &quot;y&quot;: -141\n    }\n  },\n  &quot;width&quot;: 800,\n  &quot;height&quot;: 600,\n  &quot;physics&quot;: true\n};\n        //js\nvar container = document.getElementById(&quot;mynetwork&quot;);\nvar data = {\n    nodes: nodes,\n    edges: edges,\n};\nvar network = new vis.Network(container, data, options);\nfunction makeAllNodesInvisible() {\n    ids = nodes.getIds();\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = true;\n        nodes.update(node);\n    }\n};\nfunction makeNeighborsVisible(myNode) {\n    var ids = network.getConnectedNodes(myNode, &#x27;to&#x27;);\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = false;\n        nodes.update(node);\n    }\n};\nfunction makeNodeVisible(nodeId) {\n    var node = nodes.get(nodeId);\n    node[&quot;hidden&quot;] = false;\n    nodes.update(node);\n};\nnetwork.on( &#x27;click&#x27;, function(properties) {\n    var nodeId = network.getNodeAt({x:properties.event.srcEvent.offsetX, y:properties.event.srcEvent.offsetY});\n    makeNeighborsVisible(nodeId);\n});\n\n    &lt;/script&gt;\n  &lt;/body&gt;\n&lt;/html&gt;\n\"\n                border:none !important;\n                allowfullscreen webkitallowfullscreen mozallowfullscreen\n          ></iframe>"
             }
           },
-          "027b8913f55246b493c3243b46794d8d": {
+          "1e859dbc238b4f10b7d858eb2fcb82b5": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -619,7 +703,67 @@
               "width": null
             }
           },
-          "0421fb2cf41f478d89db3e48604c6e0c": {
+          "22c2fd3088524ac1ac09fc1a6a32a25c": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_eb3b8ec0972d40d6b37c5e333353da29",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "321adb9a8531464b955feabdfc499137": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_0202545d026548f09b5218ccdb587f77",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "3eed6b6b93b841aea3bafc24d38cf2c0": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_1e859dbc238b4f10b7d858eb2fcb82b5",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "44d1def941fa4fa0a2e6ba30083805e3": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -672,29 +816,7 @@
               "width": null
             }
           },
-          "048560b8bba5465e8bd56936aa6d1097": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "button_color": null,
-              "font_family": null,
-              "font_size": null,
-              "font_style": null,
-              "font_variant": null,
-              "font_weight": null,
-              "text_color": null,
-              "text_decoration": null
-            }
-          },
-          "05909cc532584674bfd1eb71a66c4a07": {
+          "47bfb6179cd64c6887613eda6269c3a3": {
             "model_module": "@jupyter-widgets/output",
             "model_module_version": "1.0.0",
             "model_name": "OutputModel",
@@ -707,14 +829,14 @@
               "_view_module": "@jupyter-widgets/output",
               "_view_module_version": "1.0.0",
               "_view_name": "OutputView",
-              "layout": "IPY_MODEL_d1cd271d3ad44f099403f68d62787005",
+              "layout": "IPY_MODEL_7b0462b49f744aa5b8aa6f881999c3d3",
               "msg_id": "",
               "outputs": [],
               "tabbable": null,
               "tooltip": null
             }
           },
-          "05b480197e47466f8ecfcf5880a4cab5": {
+          "5b221c80f19d42439ceba78091ae1b70": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -767,7 +889,7 @@
               "width": null
             }
           },
-          "069246b9337f462091cd0425199daa9b": {
+          "7b0462b49f744aa5b8aa6f881999c3d3": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -820,7 +942,27 @@
               "width": null
             }
           },
-          "069c27d64554446eb3b38ba704156a0a": {
+          "80a89278e369482ab15697d78eba29cf": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_44d1def941fa4fa0a2e6ba30083805e3",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "897c227321264b3f8f8321eaea911471": {
             "model_module": "@jupyter-widgets/output",
             "model_module_version": "1.0.0",
             "model_name": "OutputModel",
@@ -833,14 +975,14 @@
               "_view_module": "@jupyter-widgets/output",
               "_view_module_version": "1.0.0",
               "_view_name": "OutputView",
-              "layout": "IPY_MODEL_bb07ed356e7f4c03923d9f70d98b7b75",
+              "layout": "IPY_MODEL_5b221c80f19d42439ceba78091ae1b70",
               "msg_id": "",
               "outputs": [],
               "tabbable": null,
               "tooltip": null
             }
           },
-          "07ec2e87d86f4d0f9aa44165d46da9c9": {
+          "9bbaeb82a2ae4c6aadb8c0a6881334cd": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -893,168 +1035,7 @@
               "width": null
             }
           },
-          "0845a141b7ff4e3db1c8e23af4a3c6e4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_cdd8f7deca824d0292510bdd694ec383",
-                "IPY_MODEL_8e5b597704be4ec2af0b50d2ef3a62b9",
-                "IPY_MODEL_6bb8a67e61604a4ab67a7c4dee789cab",
-                "IPY_MODEL_e29c51092e414d1fbe6e841e950d0e3d",
-                "IPY_MODEL_edbf13c967264612954f52b4f1dc6a32",
-                "IPY_MODEL_2ededecf851a44a1a333ce4400842468"
-              ],
-              "layout": "IPY_MODEL_0121dd2f96aa491a9e5fb82cbaefa8c0",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "08dca3afdca54ed1b7fc4f094174ad0c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_578c082f529c4406a58aa6fd3d4ec3e3",
-              "style": "IPY_MODEL_1ae43c3ba1f14a6d8ad6a5c804a728dc",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "09e82c6f4fc6453e875caa40c40f24a1": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Bg color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_4ad7dfcfc5a24deea8c89424c44d0384",
-              "style": "IPY_MODEL_4857ee2093de4f7b95ce5eeee1319dd5",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "#ffc0cb"
-            }
-          },
-          "0a6157b4c98543cda0ae382931cf1d55": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_5f6e9708195b4956badf88a6d4de1f68",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "0ba27f686c414adeaafe2c3152acdd0a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "0bdbbe761cf84e2982bb7f634e30c162": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_4a6b0663dad344ac861f89e79c7bec8b",
-                "IPY_MODEL_333135cff717460697e0f6e79a4e8aa7"
-              ],
-              "layout": "IPY_MODEL_b12093bc755241529c0fc797ad3eceba",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "0c4a9874a8ad455f9d4ffd3152501af3": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_886a60a7e1074db0b5e0fd6998c66eb4",
-                "IPY_MODEL_7a231834a35245859c7ff9f3d0c7e4f5"
-              ],
-              "layout": "IPY_MODEL_b64e33c556f5488fbd2bb67303b94d0e",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "0c5a47fb435d4938a367eb8c2f1f1738": {
+          "a7dd47f8f71740ea8a61f24792958c56": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -1107,11781 +1088,16 @@
               "width": null
             }
           },
-          "0c7d5f360bd64349a7f80a9b37aace94": {
-            "model_module": "@jupyter-widgets/controls",
+          "ae990e3ebf1d4eb6935d54e4fcb59637": {
+            "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
+            "model_name": "LayoutModel",
             "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
+              "_model_module": "@jupyter-widgets/base",
               "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
+              "_model_name": "LayoutModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_9a623454a1b54477ab53727e20c587ae",
-                "IPY_MODEL_e0039dc414d54851afb9474e162be9d3"
-              ],
-              "layout": "IPY_MODEL_5637ab8b648840b18081c5919d526b74",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "0cb3850bf91446d197e100645261581b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_8e06a8977e6e4696afeb1142790e4d14",
-                "IPY_MODEL_cb258d7ae18d44c387ee0f45b23f6c97"
-              ],
-              "layout": "IPY_MODEL_571d90ab187344af85b49f5a563fc6d6",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "0d17a382c2b04637a3c4163f5a5a48b7": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_879011fe7dba41db87efa31aae95e716",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "0e2895f1cf01459f8ab3fe95c2b4b003": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Show results",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_4b278e08dc9f459f89fa9de3e7ff4ffe",
-              "style": "IPY_MODEL_820f80e5721845bdaf0cd11c53fbd94d",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "0f3844e74bc842a2aaba60859da2d05d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "TextView",
-              "continuous_update": true,
-              "description": "File name",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_f3fda17ea01343f6aa732b2f4acc222b",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_22329ff55d754498924dccdc64e506c2",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "pinkgreen.json"
-            }
-          },
-          "1281839efbce426b9605a3ba8cd7043a": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1281d1958be34407b7db3273d3d2e9cb": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "12ac8aa73d154fa48c3b3861062a85f6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "13288abc4f4244b0860ed2fb7c743466": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_a66c0e6c7b2f443cadc962bb80999dd1",
-                "IPY_MODEL_782d441bcafd4cac94828c1480b7afa3"
-              ],
-              "layout": "IPY_MODEL_12ac8aa73d154fa48c3b3861062a85f6",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "14198ab221244d309ad46d1111c7a3bd": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "144931299d2e473588174b9858d909f1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "14ded2b8318342898dd2c00e48869efe": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "152d1d11b7394c78b8a90b200d44528d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DropdownModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DropdownModel",
-              "_options_labels": [
-                "ellipse",
-                "circle",
-                "database",
-                "box",
-                "text",
-                "diamond",
-                "dot",
-                "star",
-                "triangle",
-                "triangleDown",
-                "square"
-              ],
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "DropdownView",
-              "description": "Shape",
-              "description_allow_html": false,
-              "disabled": false,
-              "index": 0,
-              "layout": "IPY_MODEL_cb67227a11a24f65a1c697a04333dca8",
-              "style": "IPY_MODEL_1b6cd7de3ac44e83880bc480846d8b35",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "155684d54673485b8f0b0867e24de2a6": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_89c1cafc01784122af9d00edb1244704"
-              ],
-              "layout": "IPY_MODEL_5b127d60b5924048a368a3f33882ffc6",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "results_and_rewards"
-              ],
-              "tooltip": null
-            }
-          },
-          "15a74357904d4c0bb62ce58b79b2532c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_c1183a1ddc894270863eeee9d8274a57",
-                "IPY_MODEL_39c7ef03355c4684a7e2212f244f1150"
-              ],
-              "layout": "IPY_MODEL_50d1cae033204a198f326c091c9fc87b",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "168ff6a6ce744870b96b097718b9bc86": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "17b2cfcdb582460dbc06fc6c925e530c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "184cfd5325f441d3a6b39a51dcff8af5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_8a01b3fdf4b84e319414da40bc9f96d8",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_0ba27f686c414adeaafe2c3152acdd0a",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<h4>Font</h4>"
-            }
-          },
-          "1907999fc6344d2ea05ede7b7d7ade35": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1ae43c3ba1f14a6d8ad6a5c804a728dc": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "1b20a32fe0c346df89655fa8dda33cd9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_9624a02d93bc4f409c865494bfc3c3a0",
-                "IPY_MODEL_2e4875dd247f469ebc42eab260b1ee9f"
-              ],
-              "layout": "IPY_MODEL_d21d1f57b5ab467cb8921c3e5d16cb89",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "1b6cd7de3ac44e83880bc480846d8b35": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "1c4b1a6b86bb4dc8a8439c2c5b626441": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Mass",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_cc8e8cc009c046d382e0dd09528f8eba",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_b279135bb40c47b18da92a5378ba25c4",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "1e5f6a6cd165410fab05c072d46e8d78": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "1fe9f29a309f499a92fb5d5efd3c7b5e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Border color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_0421fb2cf41f478d89db3e48604c6e0c",
-              "style": "IPY_MODEL_b44026be60c44e88b737baacf9088701",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "22329ff55d754498924dccdc64e506c2": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "22cd6ea06f3b4eb08154c67e712f15b5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_8a0cfab92bd1421091fe39991031e3e7",
-                "IPY_MODEL_af9de6fdfc12485eae552ff0006ab9e8"
-              ],
-              "layout": "IPY_MODEL_68efd01a842640c997559def08983d10",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "22e80d6be49b4339a0e6ace23986a740": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "236539693b0f4bce8e1cc1f35ee98854": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "23ae03b029b54d089ef49b8085a58d02": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "2506182cd5fb457580acc05ab2ddddb9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Border color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_5dc5676dd0e04579b6645e990909fc1b",
-              "style": "IPY_MODEL_98fef11e5efb472d9aa3525a471cb2b2",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "28016a61129f4fc9a3e0050906e1294d": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_e3ad0ae2fa16467aae82e56405648d71",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "28bd8965408f4bd2afb4581d761356d7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_eb27c6d31e3248738b92c003926d7afe",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_c023637481f647d083ea952044f2be24",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Font</p>"
-            }
-          },
-          "2969867376db4006b558e8227b42d1f7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_90d42a9719ee40afabd673c1af39d5c5",
-                "IPY_MODEL_f1e48ea5d2454e868cc3f49bb6afc082"
-              ],
-              "layout": "IPY_MODEL_8bca7242fd9244bd91a2145b0c889af7",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2a05be07092649cb976e24a19cd41e29": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_c3bbc30a7b414d5990e84b2715fc23e0",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2b562468fc9141cba73d88122e8ef45e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "2c0c641a6d1a496fae7ac1723fd5fd3e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_c1a4da6adec34cc8a871dec97ce6ea47"
-              ],
-              "layout": "IPY_MODEL_621ba1d7ea654abd9235b7d179bb8271",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2cede1dfcfe942b0a0653118bc2f59a9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Height",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_f53a529364e54f77b67e09023bcff485",
-              "max": 2000,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_c84d32b99c3c424eaabb23239222b17c",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 600
-            }
-          },
-          "2cf925cb32ed4ce188c826621879b3d4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_08dca3afdca54ed1b7fc4f094174ad0c",
-                "IPY_MODEL_37706cc1e6e7435b8e878a870470a196"
-              ],
-              "layout": "IPY_MODEL_843f136a1fc5418e972650af7db8c914",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2e0810f2d6ed468288525abfbd39cf91": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "2e2b61e6b7a3429e953d681bef53b0d2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "2e4875dd247f469ebc42eab260b1ee9f": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_74a7ece3f2ec4dadba83c4f70e34848f",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "2ededecf851a44a1a333ce4400842468": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_f92f7d88e05c48968f42850b8e92dce3",
-                "IPY_MODEL_1b20a32fe0c346df89655fa8dda33cd9",
-                "IPY_MODEL_0cb3850bf91446d197e100645261581b"
-              ],
-              "layout": "IPY_MODEL_d9e32b042a1643fe82faec30e4fa34d1",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "30a75983add4494fbc09548164e1d230": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "320ad6d1534b46b5a0a547e7e0933f10": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "325c7a5e555c4758a1958edfe50c5626": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_7b54fb6504ec4157ad0b68e2eb90bc36",
-              "max": 2000,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_23ae03b029b54d089ef49b8085a58d02",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 800
-            }
-          },
-          "3307ab2bbea34dc4875da664aa8db8d6": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_39389f1150c64d4cb61d7e75375e6345",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "333135cff717460697e0f6e79a4e8aa7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_2506182cd5fb457580acc05ab2ddddb9",
-                "IPY_MODEL_86aae3876b374ff99fe9837d8e7cba65"
-              ],
-              "layout": "IPY_MODEL_5915bbffa1194db7947eaca792d3537b",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "354effd2f71d48209602c74c9aab15ed": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_f23b34eefe2d46bdb92ebc10f5cb239b",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "357c6ec4dcc84784bfa959e7e2a78745": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_9428bf63c5a64eff9e1b12c1bc6b7cf4",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "3754efd32b6c441eade953297db2924b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "376fec15cc33428aa818437a6e28ce12": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "37706cc1e6e7435b8e878a870470a196": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_c0f39def7c7544c89c71c866b0f86d76",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "378ca71750154534b8dc1ffa57137bcb": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "39389f1150c64d4cb61d7e75375e6345": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3974f850998643e9b6099c63d1a80896": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "39c7ef03355c4684a7e2212f244f1150": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_8573162798754e4d87c3cf160e4e9de3",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "3c1eeca363f94e61b02df4f6cdb57210": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_737e992268634d1b85dbe47d25adcf60",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_3d43d9369531489b8acbb5e48a1c0b39",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Mass controls degree of repulsion of nodes.</p>"
-            }
-          },
-          "3c3facb422334bc68021e00e67e137d7": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "3d29c12c0aef4803bbce13de5d66550a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "3d43d9369531489b8acbb5e48a1c0b39": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "3df4bb37b0d1459a8d3329bed1712865": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_f4050ba395264e0eac9e0f68d8eec787",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_f864f7e161b649b483223b9aefefde5f",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "3f14642e9c8d4743a176aa9b79bc85a6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "40466e3fdd5842d785f4f37710cd4183": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "40a8f5028fb446c2b7df7de3429cdd30": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "button_color": null,
-              "font_family": null,
-              "font_size": null,
-              "font_style": null,
-              "font_variant": null,
-              "font_weight": null,
-              "text_color": null,
-              "text_decoration": null
-            }
-          },
-          "40f47fddbb3f48998f0bb20ad5eda1ae": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "415ff0f972e54f53b88a6e15a5a7ca61": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "418af6e5030642daba97a6e73bffd54c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "428cea39769b4753a452dc8133a3c105": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "42c0b0f3ca3e43f09bbde87857340d64": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "42f6dbd35eb644e893ee32532d4ee5af": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_61002529423f41b0934bfc76fb056899",
-              "msg_id": "",
-              "outputs": [
-                {
-                  "data": {
-                    "application/vnd.jupyter.widget-view+json": {
-                      "model_id": "a373e4ecabed4a14b97c6d1babb832d4",
-                      "version_major": 2,
-                      "version_minor": 0
-                    },
-                    "text/plain": "VBox(children=(VBox(children=(Accordion(children=(VBox(children=(interactive(children=(IntSlider(value=1, desc\u2026"
-                  },
-                  "metadata": {},
-                  "output_type": "display_data"
-                }
-              ],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4351603fa31f4225bb44794e80acdd0f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4425ad9351bd48d3b6d46d2b79f15737": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "TextView",
-              "continuous_update": true,
-              "description": "Result symbol",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_428cea39769b4753a452dc8133a3c105",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_567e695a7e194b0bbf77d6d3bec21af5",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "\u2606"
-            }
-          },
-          "4442a8885d3a4288ade8df6294fc85da": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Border width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_9cf34ad4adcd47b0b69a6a956feb8e4e",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_30a75983add4494fbc09548164e1d230",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "4857ee2093de4f7b95ce5eeee1319dd5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "48b848e7a2954a7f837472808baa6e74": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_7b4e282810db4892a9e6bc7e5c7cbe4e",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "48e1950df20d4ff0ae1cecb6cbef3a0d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "4a6b0663dad344ac861f89e79c7bec8b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_09e82c6f4fc6453e875caa40c40f24a1",
-                "IPY_MODEL_28016a61129f4fc9a3e0050906e1294d"
-              ],
-              "layout": "IPY_MODEL_f1b91e34ab244673ae411142ea6303ef",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4ad7dfcfc5a24deea8c89424c44d0384": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4b278e08dc9f459f89fa9de3e7ff4ffe": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "4c4d0f577c284ad2986e6311c670424e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_7bf0ffdeaa214e4d82901bd97595449f",
-                "IPY_MODEL_f187b882a172438cb7087961f9d483b2",
-                "IPY_MODEL_7ced685d7d5b4315a805fc57669c1554",
-                "IPY_MODEL_a4b6ae2120ea4c9fb5fcb1ff4dfb584b"
-              ],
-              "layout": "IPY_MODEL_96f297b82278456fa5051b1dc63d2f93",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4cb9b5462018484da03288bcfd4717ab": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_0f3844e74bc842a2aaba60859da2d05d",
-                "IPY_MODEL_6f41ddbf1dc148728c2c0844c9d715f4"
-              ],
-              "layout": "IPY_MODEL_7244276d177e47be9180e6abc0673f4a",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "4f7292ecf06c4ed2a56f75d6c376b963": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_bf16d80e87f249758b2e2ae7663da9a8",
-                "IPY_MODEL_8796cebe96d6405582aecaa04627cf1c"
-              ],
-              "layout": "IPY_MODEL_db21dd60a2374cd3aeba112cb7973aab",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "50322af210d944818165e430d4d9cf3c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "507794ad47464232bf994c86f715359b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "50d1cae033204a198f326c091c9fc87b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5158b384fb6542bd976ee451222bfa4d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5174275202a5458e82468545892318c1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "51c82ba335b8410da661bffc0e145ec8": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_22cd6ea06f3b4eb08154c67e712f15b5",
-                "IPY_MODEL_4cb9b5462018484da03288bcfd4717ab",
-                "IPY_MODEL_d8bae19ed68a4abea519c70aad352b7f",
-                "IPY_MODEL_e9599827e6ff49dc8fe200803bbcd56d"
-              ],
-              "layout": "IPY_MODEL_7d55518a999f4cce98cf523106c5ec91",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "53f423c9de9548deb7cad7735d041350": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Bg color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_e9993b2f0f5e4abb89d832000cfea93b",
-              "style": "IPY_MODEL_9429349880c9483ca8aaf59bf88a9fa7",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "pink"
-            }
-          },
-          "542e454f188346abbc95fd8729f8c39f": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_376fec15cc33428aa818437a6e28ce12",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "54854d41ef404eb3bc93abe8b9062ec8": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_89da46b32c5e4a0593c404b18eca0586",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "54c5b79ef1724781b10e26953e25deb0": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_184cfd5325f441d3a6b39a51dcff8af5",
-                "IPY_MODEL_0c7d5f360bd64349a7f80a9b37aace94",
-                "IPY_MODEL_d71d80e5a8ee4ac7ba67feb27a7580fc"
-              ],
-              "layout": "IPY_MODEL_b1e1f5ac48144af8ab0a226d6b047e3d",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "5637ab8b648840b18081c5919d526b74": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "567e695a7e194b0bbf77d6d3bec21af5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "TextStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "TextStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "5694a1312b7a4dca8fa6e14d4c632bc3": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "571d90ab187344af85b49f5a563fc6d6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "578c082f529c4406a58aa6fd3d4ec3e3": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "57a8b12843a04afa9544fc833be75d3c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5915bbffa1194db7947eaca792d3537b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "59764cbe472f423d85229d740ab90818": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5ae135352b5949babc75d241bc257b79": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5afca0362cd24dc8a1b5e36f2b65486c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "explore",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_a520f00b503b49448eb19bd9682f65ba",
-              "style": "IPY_MODEL_14ded2b8318342898dd2c00e48869efe",
-              "tabbable": null,
-              "tooltip": null,
-              "value": false
-            }
-          },
-          "5b127d60b5924048a368a3f33882ffc6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5c0143e8173546cca58241b53322198e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5c9fe4f469284f2190032c3cb4b1615b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5da389bdd2a544f888304bb2da6f604a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_027b8913f55246b493c3243b46794d8d",
-              "style": "IPY_MODEL_3974f850998643e9b6099c63d1a80896",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "5dc5676dd0e04579b6645e990909fc1b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5e41d4931dc94da7b5f77755334285a9": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "5f511f1922b14d459424d488907f02fb": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_864fb71066a94ba594f395c652baf6c2",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "5f6e9708195b4956badf88a6d4de1f68": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "60cdb0d3757c4c8b84aa2a06bdb03fda": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Show rewards",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_a30424c8b1344ddaa55147f4c51caf7f",
-              "style": "IPY_MODEL_fa161802e02645fb9001842acc2299c6",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "61002529423f41b0934bfc76fb056899": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "621ba1d7ea654abd9235b7d179bb8271": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6291044a64a1461f93170b07177ba9d6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "62f4f08b70484d4f8919665dfcdabade": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Mass",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_710f5e94c01a450fae10faaada954138",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_a29c56a587ed439f9eaf1c10e509bde9",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "6405c8ff4e26444495d53a41a32ee613": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6442a4e82a57416eb2465a1f05fb7ae1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "64b753fc54e84117a2e972d06e9e32ee": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_6e1a2c67fb444b3c8ef0160f2cca6ca2",
-              "msg_id": "",
-              "outputs": [
-                {
-                  "data": {
-                    "application/vnd.jupyter.widget-view+json": {
-                      "model_id": "8622fdd5684644fd8ce5a6c386e30a8f",
-                      "version_major": 2,
-                      "version_minor": 0
-                    },
-                    "text/plain": "VBox(children=(Output(),))"
-                  },
-                  "metadata": {},
-                  "output_type": "display_data"
-                }
-              ],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "6548eaa32efc45a1b5113b68216e32d9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_0845a141b7ff4e3db1c8e23af4a3c6e4"
-              ],
-              "layout": "IPY_MODEL_a23f2d8a44f4446db54c3853cc0287f8",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "states"
-              ],
-              "tooltip": null
-            }
-          },
-          "65e774ac995a4676937afb8f4a61b7f3": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_5174275202a5458e82468545892318c1",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "6621d06d21b94c048d3a24456e950e13": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "671e6a694dd449e49c4f952798f3d195": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_dd3934fbe7394cd4b8fa456000613c32",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "67bf1d689fea4040bdd09f2626b438be": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_da91d42eca4b4ca0af28e61b82945603",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "68efd01a842640c997559def08983d10": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6bb8a67e61604a4ab67a7c4dee789cab": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_152d1d11b7394c78b8a90b200d44528d",
-                "IPY_MODEL_fd78061e9ee24db2b98f92fef7d62394"
-              ],
-              "layout": "IPY_MODEL_59764cbe472f423d85229d740ab90818",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "6c884370091149e2861e55fabfd8e7dc": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6d206e0936d34d11bcffdc7339270cd5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Round digits",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_f6afed0f2ce647cea2ec4f5d012dd753",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_3d29c12c0aef4803bbce13de5d66550a",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 5
-            }
-          },
-          "6d4e09cbf30e485cb5002248de3db411": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_9b727f71a4f44a79abf01ead429bc468",
-                "IPY_MODEL_64b753fc54e84117a2e972d06e9e32ee"
-              ],
-              "layout": "IPY_MODEL_7a47bd6fa5894a3580244ca135e4dba0",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "6dd0ad201b344549a8d44dfcb30e1617": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6e1a2c67fb444b3c8ef0160f2cca6ca2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6ecd4d304f214febb7fd410b440b9944": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "6f41ddbf1dc148728c2c0844c9d715f4": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_d8b0e54dbf6249f4abfc9c280eff9672",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "700fc331a67a4885bda01bb7372ad75d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "703e00b1f2124f59a8f507997d4e4cf0": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_0e2895f1cf01459f8ab3fe95c2b4b003",
-                "IPY_MODEL_3307ab2bbea34dc4875da664aa8db8d6"
-              ],
-              "layout": "IPY_MODEL_a140260893ad4451b0f230204889b612",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "710f5e94c01a450fae10faaada954138": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "71a360ebaa734d9e964d996569ab2065": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_facfaad7b11046e5bafdc878f767c821",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7244276d177e47be9180e6abc0673f4a": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "737e992268634d1b85dbe47d25adcf60": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "73aa29cf573146b4a41eae75b11a9d62": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_993fac69fca949b3b2732e7ae93bcc2f",
-                "IPY_MODEL_54854d41ef404eb3bc93abe8b9062ec8"
-              ],
-              "layout": "IPY_MODEL_991581d007c94023b335b3b67af7641b",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "74a7ece3f2ec4dadba83c4f70e34848f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "75c9ce23846c4696a1687ff7fa9dddb8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "76ef9ff2feb04a509c90df13498c3e0d": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_83d540630d294fd9b0f49ade20f75ee6",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "77069b8351a448d7b50f1844cc44ab72": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Fractions",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_3f14642e9c8d4743a176aa9b79bc85a6",
-              "style": "IPY_MODEL_d151dfdf14604840bec8f0d092793538",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "7767cca8fc454b98a2ba367ffd249344": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "776f357d28ef4b06bda63ba98f591f3d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_d3cb9506e5934b5b9101c4161f21095e"
-              ],
-              "layout": "IPY_MODEL_c852b401f4c944a894c275ea3aa7cfb2",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "actions"
-              ],
-              "tooltip": null
-            }
-          },
-          "77e29401fe0848d4ac7292814c059773": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "782d441bcafd4cac94828c1480b7afa3": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_983b3e72f28547939edbae65c22bb664",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "78816f85325c45e8aac1a4d79d2e670e": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_14198ab221244d309ad46d1111c7a3bd",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "78e3754fe02c4c728cb3f963c4abdf73": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_5da389bdd2a544f888304bb2da6f604a",
-                "IPY_MODEL_bcc568d0998a4cc8a2a9ab7bb767fa7d"
-              ],
-              "layout": "IPY_MODEL_bf885de555be418789f554c9a722be84",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7a231834a35245859c7ff9f3d0c7e4f5": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_f6004e002eb6409784eacbd8917962e4",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7a47bd6fa5894a3580244ca135e4dba0": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7a506da2740b4de7b4fa3819c8aab81c": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7a8e62d792bd488a8ed19195ebc8615f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7af6f42ce2954b85a8907ed26356bfdd": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_1fe9f29a309f499a92fb5d5efd3c7b5e",
-                "IPY_MODEL_5f511f1922b14d459424d488907f02fb"
-              ],
-              "layout": "IPY_MODEL_07ec2e87d86f4d0f9aa44165d46da9c9",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7b4e282810db4892a9e6bc7e5c7cbe4e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7b54fb6504ec4157ad0b68e2eb90bc36": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7bec2df0deeb4659a28b9d1172e4c716": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_5158b384fb6542bd976ee451222bfa4d",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7bf0ffdeaa214e4d82901bd97595449f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_f21119017b244c6e8d45e2ed33cc39e5",
-                "IPY_MODEL_a114c2fe9d454deda5d32ff311c364f1"
-              ],
-              "layout": "IPY_MODEL_7a8e62d792bd488a8ed19195ebc8615f",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7c87c2c0bbc6400197e5c020d966c8a6": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_6d206e0936d34d11bcffdc7339270cd5",
-                "IPY_MODEL_542e454f188346abbc95fd8729f8c39f"
-              ],
-              "layout": "IPY_MODEL_50322af210d944818165e430d4d9cf3c",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7ced685d7d5b4315a805fc57669c1554": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_2cede1dfcfe942b0a0653118bc2f59a9",
-                "IPY_MODEL_0a6157b4c98543cda0ae382931cf1d55"
-              ],
-              "layout": "IPY_MODEL_7a506da2740b4de7b4fa3819c8aab81c",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "7d55518a999f4cce98cf523106c5ec91": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "7f31574475ab4127b3408ee5bfe6b1f1": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_5e41d4931dc94da7b5f77755334285a9",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "80e2c4f12ecd488a9cdd0d11609539a5": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "820f80e5721845bdaf0cd11c53fbd94d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "83d540630d294fd9b0f49ade20f75ee6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "843f136a1fc5418e972650af7db8c914": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "84a102d5ace0434ea04bb3d1bbb7d9af": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Border color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_7767cca8fc454b98a2ba367ffd249344",
-              "style": "IPY_MODEL_cabbcebaee834a49af26471fd5a539d1",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "8573162798754e4d87c3cf160e4e9de3": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "859eef3b93e94d2885986c17441d402a": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_320ad6d1534b46b5a0a547e7e0933f10",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "8622fdd5684644fd8ce5a6c386e30a8f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_42f6dbd35eb644e893ee32532d4ee5af"
-              ],
-              "layout": "IPY_MODEL_e05392c7d9024e76a73ba0c28edca5ab",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "864fb71066a94ba594f395c652baf6c2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "86aae3876b374ff99fe9837d8e7cba65": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_80e2c4f12ecd488a9cdd0d11609539a5",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "879011fe7dba41db87efa31aae95e716": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8796cebe96d6405582aecaa04627cf1c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_84a102d5ace0434ea04bb3d1bbb7d9af",
-                "IPY_MODEL_c5fe0860493349f0a111acf3ae23762a"
-              ],
-              "layout": "IPY_MODEL_004deca1824f45b1b74fbf4581d941f8",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "87b00167fa684ec5a0ee7eaefc793070": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_a1497fd619d04bdc963a974c8aa0373f",
-                "IPY_MODEL_7c87c2c0bbc6400197e5c020d966c8a6"
-              ],
-              "layout": "IPY_MODEL_0c5a47fb435d4938a367eb8c2f1f1738",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "87baa496ded7453d91531af2fea45168": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_57a8b12843a04afa9544fc833be75d3c",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "886a60a7e1074db0b5e0fd6998c66eb4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_da9525414cab46a7a9a1074ea969e2aa",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_418af6e5030642daba97a6e73bffd54c",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "890d34e3ab32470a9418d4e5ee877363": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_9ffe4d73443a4701b0fc0ab7d61b8404",
-                "IPY_MODEL_ac5c0dbf40c84a928ac134618dd55f9f"
-              ],
-              "layout": "IPY_MODEL_d36125921f974437a14f3d36a05ab1f4",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "8988977ee0a141c9979dad582f544ee1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "89c1cafc01784122af9d00edb1244704": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_703e00b1f2124f59a8f507997d4e4cf0",
-                "IPY_MODEL_fc6c5fb828f54c24853b5784b8916d90",
-                "IPY_MODEL_db7c9e2733904c2bb329be5e2cd16009"
-              ],
-              "layout": "IPY_MODEL_5c0143e8173546cca58241b53322198e",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "89da46b32c5e4a0593c404b18eca0586": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8a01b3fdf4b84e319414da40bc9f96d8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8a0cfab92bd1421091fe39991031e3e7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "Relative path",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_5c9fe4f469284f2190032c3cb4b1615b",
-              "style": "IPY_MODEL_db742326239f4008a503d805c0070688",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "8ac6dd8cfd72425e963937406b2dd44f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8b1111d4f32e4a4caf4c28dfca1d44ca": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8b376f76ff9d4fa3b4670a42061d648d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8bca7242fd9244bd91a2145b0c889af7": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8db9a0f7dd724874a2e8e71d5d6802eb": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_bd0f1a7391d04ae7b7cc48914ad785d5",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_22e80d6be49b4339a0e6ace23986a740",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<h4>Font</h4>"
-            }
-          },
-          "8e06a8977e6e4696afeb1142790e4d14": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_1907999fc6344d2ea05ede7b7d7ade35",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_d5724ffce73645f7a3a9de8ae874695f",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "8e1336b11da449b2a132dd2af984ce95": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "8e4c4a58e2ac462cb41d60f71853e193": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_17b2cfcdb582460dbc06fc6c925e530c",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "8e5b597704be4ec2af0b50d2ef3a62b9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_13288abc4f4244b0860ed2fb7c743466",
-                "IPY_MODEL_7af6f42ce2954b85a8907ed26356bfdd"
-              ],
-              "layout": "IPY_MODEL_8ac6dd8cfd72425e963937406b2dd44f",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "90d42a9719ee40afabd673c1af39d5c5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Border width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_6405c8ff4e26444495d53a41a32ee613",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_a2c3f4ffe4db4232b3ebfe3bdf1d0c28",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "9428bf63c5a64eff9e1b12c1bc6b7cf4": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9429349880c9483ca8aaf59bf88a9fa7": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "9576296225464dc1886adedf7f16d821": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_415ff0f972e54f53b88a6e15a5a7ca61",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "9624a02d93bc4f409c865494bfc3c3a0": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_8988977ee0a141c9979dad582f544ee1",
-              "style": "IPY_MODEL_afe1619fe47a4e7087e6b85df76a8a00",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "96f297b82278456fa5051b1dc63d2f93": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "983b3e72f28547939edbae65c22bb664": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "98fef11e5efb472d9aa3525a471cb2b2": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "991581d007c94023b335b3b67af7641b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "993fac69fca949b3b2732e7ae93bcc2f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Border width",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_6ecd4d304f214febb7fd410b440b9944",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_b10cd5d4779f4f4b9b807d7aff55667d",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "9a623454a1b54477ab53727e20c587ae": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_f51bb66280f044e9b1323c4037721272",
-              "style": "IPY_MODEL_3754efd32b6c441eade953297db2924b",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "9b727f71a4f44a79abf01ead429bc468": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_2e2b61e6b7a3429e953d681bef53b0d2",
-              "msg_id": "",
-              "outputs": [
-                {
-                  "data": {
-                    "text/html": "\n          <iframe\n                id=\"modelTIbMKFWlvo\"\n                width=\"820\"\n                height=\"620\"\n                frameborder=\"0\"\n                srcdoc=\"\n&lt;!DOCTYPE html&gt;\n&lt;html lang=&quot;en&quot;&gt;\n  &lt;head&gt;\n    &lt;title&gt;Network&lt;/title&gt;\n    &lt;script\n      type=&quot;text/javascript&quot;\n      src=&quot;https://unpkg.com/vis-network/standalone/umd/vis-network.min.js&quot;\n    &gt;&lt;/script&gt;\n    &lt;style type=&quot;text/css&quot;&gt;\n      #mynetwork {\n        \n        width: 800px;\n        height: 600px;\n        border: 1px solid lightgray;\n        \n      }\n    &lt;/style&gt;\n  &lt;/head&gt;\n  &lt;body&gt;\n    &lt;div id=&quot;mynetwork&quot;&gt;&lt;/div&gt;\n    &lt;script type=&quot;text/javascript&quot;&gt;\n        \n        var nodes = new vis.DataSet([{ id: 0, label: `init`, group: &quot;states&quot;, x: 5, y: -186 },\n{ id: 1, label: `studied`, group: &quot;states&quot;, x: 98, y: 11 },\n{ id: 2, label: `didn&#x27;t study\nR: 15`, group: &quot;states&quot;, x: -120, y: -7 },\n{ id: 3, label: `pass test\nR: 100`, group: &quot;states&quot;, x: 0, y: 99 },\n{ id: 4, label: `fail test\nR: 0`, group: &quot;states&quot;, x: -24, y: 37 },\n{ id: 5, label: `end`, group: &quot;states&quot;, x: -62, y: 182 },\n{ id: 10000000000, label: `study`, group: &quot;actions&quot;, x: 119, y: -118 },\n{ id: 10000000001, label: `don&#x27;t study`, group: &quot;actions&quot;, x: -122, y: -141 },\n]);\n        var edges = new vis.DataSet([{ from: 0, to: 10000000000 },\n{ from: 10000000000, to: 1, label: &quot;1&quot; },\n{ from: 0, to: 10000000001 },\n{ from: 10000000001, to: 2, label: &quot;1&quot; },\n{ from: 1, to: 3, label: &quot;9/10&quot; },\n{ from: 1, to: 4, label: &quot;1/10&quot; },\n{ from: 2, to: 3, label: &quot;2/5&quot; },\n{ from: 2, to: 4, label: &quot;3/5&quot; },\n{ from: 3, to: 5, label: &quot;1&quot; },\n{ from: 4, to: 5, label: &quot;1&quot; },\n]);\n        var options = {\n  &quot;__fake_macros&quot;: {\n    &quot;__group_macro&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;white&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    }\n  },\n  &quot;groups&quot;: {\n    &quot;states&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;#8ff0a4&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;ellipse&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;#ffc0cb&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      }\n    },\n    &quot;scheduled_actions&quot;: {\n      &quot;borderWidth&quot;: 1,\n      &quot;color&quot;: {\n        &quot;background&quot;: &quot;pink&quot;,\n        &quot;border&quot;: &quot;black&quot;,\n        &quot;highlight&quot;: {\n          &quot;background&quot;: &quot;white&quot;,\n          &quot;border&quot;: &quot;red&quot;\n        }\n      },\n      &quot;shape&quot;: &quot;box&quot;,\n      &quot;mass&quot;: 1,\n      &quot;font&quot;: {\n        &quot;color&quot;: &quot;black&quot;,\n        &quot;size&quot;: 14\n      },\n      &quot;schedColor&quot;: false\n    }\n  },\n  &quot;reload_button&quot;: false,\n  &quot;edges&quot;: {\n    &quot;arrows&quot;: &quot;to&quot;,\n    &quot;font&quot;: {\n      &quot;color&quot;: &quot;black&quot;,\n      &quot;size&quot;: 14\n    },\n    &quot;color&quot;: {\n      &quot;color&quot;: &quot;black&quot;\n    }\n  },\n  &quot;numbers&quot;: {\n    &quot;fractions&quot;: true,\n    &quot;digits&quot;: 5\n  },\n  &quot;results_and_rewards&quot;: {\n    &quot;show_results&quot;: true,\n    &quot;resultSymbol&quot;: &quot;\\u2606&quot;,\n    &quot;show_rewards&quot;: true\n  },\n  &quot;layout&quot;: {\n    &quot;randomSeed&quot;: 5\n  },\n  &quot;misc&quot;: {\n    &quot;enable_physics&quot;: true,\n    &quot;width&quot;: 800,\n    &quot;height&quot;: 600,\n    &quot;explore&quot;: false\n  },\n  &quot;saving&quot;: {\n    &quot;relative_path&quot;: true,\n    &quot;filename&quot;: &quot;pinkgreen.json&quot;,\n    &quot;save_button&quot;: false,\n    &quot;load_button&quot;: false\n  },\n  &quot;positions&quot;: {\n    &quot;0&quot;: {\n      &quot;x&quot;: 5,\n      &quot;y&quot;: -186\n    },\n    &quot;1&quot;: {\n      &quot;x&quot;: 98,\n      &quot;y&quot;: 11\n    },\n    &quot;2&quot;: {\n      &quot;x&quot;: -120,\n      &quot;y&quot;: -7\n    },\n    &quot;3&quot;: {\n      &quot;x&quot;: 0,\n      &quot;y&quot;: 99\n    },\n    &quot;4&quot;: {\n      &quot;x&quot;: -24,\n      &quot;y&quot;: 37\n    },\n    &quot;5&quot;: {\n      &quot;x&quot;: -62,\n      &quot;y&quot;: 182\n    },\n    &quot;10000000000&quot;: {\n      &quot;x&quot;: 119,\n      &quot;y&quot;: -118\n    },\n    &quot;10000000001&quot;: {\n      &quot;x&quot;: -122,\n      &quot;y&quot;: -141\n    }\n  },\n  &quot;width&quot;: 800,\n  &quot;height&quot;: 600,\n  &quot;physics&quot;: true\n};\n        //js\nvar container = document.getElementById(&quot;mynetwork&quot;);\nvar data = {\n    nodes: nodes,\n    edges: edges,\n};\nvar network = new vis.Network(container, data, options);\nfunction makeAllNodesInvisible() {\n    ids = nodes.getIds();\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = true;\n        nodes.update(node);\n    }\n};\nfunction makeNeighborsVisible(myNode) {\n    var ids = network.getConnectedNodes(myNode, &#x27;to&#x27;);\n    for (let i = 0; i &lt; ids.length; i++) {\n        var nodeId = ids[i];\n        var node = nodes.get(nodeId);\n        node[&quot;hidden&quot;] = false;\n        nodes.update(node);\n    }\n};\nfunction makeNodeVisible(nodeId) {\n    var node = nodes.get(nodeId);\n    node[&quot;hidden&quot;] = false;\n    nodes.update(node);\n};\nnetwork.on( &#x27;click&#x27;, function(properties) {\n    var nodeId = network.getNodeAt({x:properties.event.srcEvent.offsetX, y:properties.event.srcEvent.offsetY});\n    makeNeighborsVisible(nodeId);\n});\n\n    &lt;/script&gt;\n  &lt;/body&gt;\n&lt;/html&gt;\n\"\n                border:none !important;\n                allowfullscreen webkitallowfullscreen mozallowfullscreen\n          ></iframe>",
-                    "text/plain": "<IPython.core.display.HTML object>"
-                  },
-                  "metadata": {},
-                  "output_type": "display_data"
-                }
-              ],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "9c43441ae16f4bc9ac1477074a4dcc32": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_3c3facb422334bc68021e00e67e137d7",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "9cf34ad4adcd47b0b69a6a956feb8e4e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "9ffe4d73443a4701b0fc0ab7d61b8404": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DropdownModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DropdownModel",
-              "_options_labels": [
-                "ellipse",
-                "circle",
-                "database",
-                "box",
-                "text",
-                "diamond",
-                "dot",
-                "star",
-                "triangle",
-                "triangleDown",
-                "square"
-              ],
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "DropdownView",
-              "description": "Shape",
-              "description_allow_html": false,
-              "disabled": false,
-              "index": 3,
-              "layout": "IPY_MODEL_069246b9337f462091cd0425199daa9b",
-              "style": "IPY_MODEL_01df24f1f9464f3da7cd6f5c36ead1f4",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a114c2fe9d454deda5d32ff311c364f1": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_2b562468fc9141cba73d88122e8ef45e",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a140260893ad4451b0f230204889b612": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a1497fd619d04bdc963a974c8aa0373f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_77069b8351a448d7b50f1844cc44ab72",
-                "IPY_MODEL_b4f902f63f8a4cbdb85429d7ccb035f0"
-              ],
-              "layout": "IPY_MODEL_236539693b0f4bce8e1cc1f35ee98854",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a1fd6c44dd6742a684e3528b4e7d7d58": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_8b376f76ff9d4fa3b4670a42061d648d",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a23f2d8a44f4446db54c3853cc0287f8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a29c56a587ed439f9eaf1c10e509bde9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "a2c3f4ffe4db4232b3ebfe3bdf1d0c28": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "a2cf716db3ca43a49501d062691484f9": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a2eeccb95ce447649f9a44f0f20e4b1c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_d1ecb7e44c2941b7981a59ba2fb0f92a"
-              ],
-              "layout": "IPY_MODEL_6291044a64a1461f93170b07177ba9d6",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "scheduled_actions"
-              ],
-              "tooltip": null
-            }
-          },
-          "a30424c8b1344ddaa55147f4c51caf7f": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a373e4ecabed4a14b97c6d1babb832d4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_ea25173c7989487abb90a1c8d3c9ae88",
-                "IPY_MODEL_b33b0ee72cd44517bf2bfd7987b3cd83",
-                "IPY_MODEL_bd229bb4c1b4431a90a8460f858473a9",
-                "IPY_MODEL_155684d54673485b8f0b0867e24de2a6",
-                "IPY_MODEL_f2363b8e21aa41239a0607f63a26fd3a",
-                "IPY_MODEL_bc58839a86444fa98e0b03545e7742e3",
-                "IPY_MODEL_c0036507767c44228a27a8775dffaa80"
-              ],
-              "layout": "IPY_MODEL_e6fd8170eaca4b3fbe36323f699ff7c5",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a4b6ae2120ea4c9fb5fcb1ff4dfb584b": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_5afca0362cd24dc8a1b5e36f2b65486c",
-                "IPY_MODEL_67bf1d689fea4040bdd09f2626b438be"
-              ],
-              "layout": "IPY_MODEL_b095f30886e6442eb40f01d02ef99172",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "a520f00b503b49448eb19bd9682f65ba": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a66c0e6c7b2f443cadc962bb80999dd1": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Bg color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_2e0810f2d6ed468288525abfbd39cf91",
-              "style": "IPY_MODEL_d6b827ba3f9c4d3cad5c0c240cc36d93",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "#8ff0a4"
-            }
-          },
-          "a9271691709c4fbb926adc1dd3245c4b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a99046dd5aae43e992f3a75f0b78cd9d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "a9b288d5c5de4ffeb4f689b81959884e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ac5c0dbf40c84a928ac134618dd55f9f": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_1281839efbce426b9605a3ba8cd7043a",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "ac9eb7a68e3141ca80dc60eef1a7110b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "adfe55b8677f4a179ad7b916f5b0737e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Size",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_f112ad4c2e7f4513a48f7a663f775d65",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_6621d06d21b94c048d3a24456e950e13",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 14
-            }
-          },
-          "af68d92123654630a9e24aba5dc93afa": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "af9de6fdfc12485eae552ff0006ab9e8": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_ac9eb7a68e3141ca80dc60eef1a7110b",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "afe1619fe47a4e7087e6b85df76a8a00": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "b095f30886e6442eb40f01d02ef99172": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "b10cd5d4779f4f4b9b807d7aff55667d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "b12093bc755241529c0fc797ad3eceba": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "b1e1f5ac48144af8ab0a226d6b047e3d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "b279135bb40c47b18da92a5378ba25c4": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "b2f022e74a1a49a2854eedb67ed651ee": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_d2f19f81b4254feaada8b3c447eb81c6",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b33b0ee72cd44517bf2bfd7987b3cd83": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_e17ae82f537b4973940c5cd960f6d3c3"
-              ],
-              "layout": "IPY_MODEL_5694a1312b7a4dca8fa6e14d4c632bc3",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "edges"
-              ],
-              "tooltip": null
-            }
-          },
-          "b44026be60c44e88b737baacf9088701": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "b49e77472f08422fbd652674e9257c79": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_8db9a0f7dd724874a2e8e71d5d6802eb",
-                "IPY_MODEL_2cf925cb32ed4ce188c826621879b3d4",
-                "IPY_MODEL_0c4a9874a8ad455f9d4ffd3152501af3"
-              ],
-              "layout": "IPY_MODEL_168ff6a6ce744870b96b097718b9bc86",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b4f902f63f8a4cbdb85429d7ccb035f0": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_cfc88de138824c7e932b233393672fb9",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "b64e33c556f5488fbd2bb67303b94d0e": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "b7c29d7b70de49d2be586aace9506714": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ba426197590f4200a2595336570ed9c5": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bb07ed356e7f4c03923d9f70d98b7b75": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bc48272571ed4c12b2acda0f2d0adcbb": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bc58839a86444fa98e0b03545e7742e3": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_51c82ba335b8410da661bffc0e145ec8"
-              ],
-              "layout": "IPY_MODEL_144931299d2e473588174b9858d909f1",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "saving"
-              ],
-              "tooltip": null
-            }
-          },
-          "bcc568d0998a4cc8a2a9ab7bb767fa7d": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_a9b288d5c5de4ffeb4f689b81959884e",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "bd0f1a7391d04ae7b7cc48914ad785d5": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "bd229bb4c1b4431a90a8460f858473a9": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_87b00167fa684ec5a0ee7eaefc793070"
-              ],
-              "layout": "IPY_MODEL_6c884370091149e2861e55fabfd8e7dc",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "numbers"
-              ],
-              "tooltip": null
-            }
-          },
-          "bd32ba8e76e84591a86147b993482490": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "bf16d80e87f249758b2e2ae7663da9a8": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_53f423c9de9548deb7cad7735d041350",
-                "IPY_MODEL_65e774ac995a4676937afb8f4a61b7f3"
-              ],
-              "layout": "IPY_MODEL_1e5f6a6cd165410fab05c072d46e8d78",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "bf885de555be418789f554c9a722be84": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c0036507767c44228a27a8775dffaa80": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ButtonView",
-              "button_style": "info",
-              "description": "Reload",
-              "disabled": false,
-              "icon": "",
-              "layout": "IPY_MODEL_05b480197e47466f8ecfcf5880a4cab5",
-              "style": "IPY_MODEL_40a8f5028fb446c2b7df7de3429cdd30",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c023637481f647d083ea952044f2be24": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "c0f39def7c7544c89c71c866b0f86d76": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c1183a1ddc894270863eeee9d8274a57": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "IntSliderModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "IntSliderModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "IntSliderView",
-              "behavior": "drag-tap",
-              "continuous_update": true,
-              "description": "Mass",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_e9aa6f639e3948c3827555ca1cf031de",
-              "max": 100,
-              "min": 0,
-              "orientation": "horizontal",
-              "readout": true,
-              "readout_format": "d",
-              "step": 1,
-              "style": "IPY_MODEL_378ca71750154534b8dc1ffa57137bcb",
-              "tabbable": null,
-              "tooltip": null,
-              "value": 1
-            }
-          },
-          "c1a4da6adec34cc8a871dec97ce6ea47": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_d7f49e4783aa43e9b8adead3fd83c720",
-                "IPY_MODEL_0d17a382c2b04637a3c4163f5a5a48b7"
-              ],
-              "layout": "IPY_MODEL_6442a4e82a57416eb2465a1f05fb7ae1",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c1c71d628dce4f57a5c673a955050f77": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c3bbc30a7b414d5990e84b2715fc23e0": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c5c48699de774e6983b44f0aecd4ef2f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": "",
-              "font_size": null,
-              "text_color": null
-            }
-          },
-          "c5fe0860493349f0a111acf3ae23762a": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_efccf73947874b7490183472a9f71dea",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "c71666cd38764e61a5b88ba7d0221ab7": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c84d32b99c3c424eaabb23239222b17c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "c852b401f4c944a894c275ea3aa7cfb2": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "c97859d2be224a5a8d4531001eb692f4": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "cabbcebaee834a49af26471fd5a539d1": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "cb258d7ae18d44c387ee0f45b23f6c97": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_8e1336b11da449b2a132dd2af984ce95",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "cb67227a11a24f65a1c697a04333dca8": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "cbb442ae67f4419fa56d8f8121074c37": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_cc17bbac211c4402a3a5fb18f03ad3c6",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_bd32ba8e76e84591a86147b993482490",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Mass controls degree of repulsion of nodes.</p>"
-            }
-          },
-          "cc17bbac211c4402a3a5fb18f03ad3c6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "cc8e8cc009c046d382e0dd09528f8eba": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "cdd8f7deca824d0292510bdd694ec383": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_4442a8885d3a4288ade8df6294fc85da",
-                "IPY_MODEL_9c43441ae16f4bc9ac1477074a4dcc32"
-              ],
-              "layout": "IPY_MODEL_5ae135352b5949babc75d241bc257b79",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "cfc88de138824c7e932b233393672fb9": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d151dfdf14604840bec8f0d092793538": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "d1cd271d3ad44f099403f68d62787005": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d1ecb7e44c2941b7981a59ba2fb0f92a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_2969867376db4006b558e8227b42d1f7",
-                "IPY_MODEL_4f7292ecf06c4ed2a56f75d6c376b963",
-                "IPY_MODEL_d2ce2df0a64f447c8b71f9cee40589e3",
-                "IPY_MODEL_cbb442ae67f4419fa56d8f8121074c37",
-                "IPY_MODEL_15a74357904d4c0bb62ce58b79b2532c",
-                "IPY_MODEL_54c5b79ef1724781b10e26953e25deb0"
-              ],
-              "layout": "IPY_MODEL_c97859d2be224a5a8d4531001eb692f4",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d21d1f57b5ab467cb8921c3e5d16cb89": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d2ce2df0a64f447c8b71f9cee40589e3": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_d667196b13e345c796a8e1da6ffb0f03",
-                "IPY_MODEL_671e6a694dd449e49c4f952798f3d195"
-              ],
-              "layout": "IPY_MODEL_4351603fa31f4225bb44794e80acdd0f",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d2f19f81b4254feaada8b3c447eb81c6": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d36125921f974437a14f3d36a05ab1f4": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d3cb9506e5934b5b9101c4161f21095e": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_73aa29cf573146b4a41eae75b11a9d62",
-                "IPY_MODEL_0bdbbe761cf84e2982bb7f634e30c162",
-                "IPY_MODEL_890d34e3ab32470a9418d4e5ee877363",
-                "IPY_MODEL_3c1eeca363f94e61b02df4f6cdb57210",
-                "IPY_MODEL_f18fe9aa4f784e66b715d83301ff249c",
-                "IPY_MODEL_b49e77472f08422fbd652674e9257c79"
-              ],
-              "layout": "IPY_MODEL_eae075601132414886c78a18a9ce6289",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d5724ffce73645f7a3a9de8ae874695f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "d667196b13e345c796a8e1da6ffb0f03": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DropdownModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DropdownModel",
-              "_options_labels": [
-                "ellipse",
-                "circle",
-                "database",
-                "box",
-                "text",
-                "diamond",
-                "dot",
-                "star",
-                "triangle",
-                "triangleDown",
-                "square"
-              ],
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "DropdownView",
-              "description": "Shape",
-              "description_allow_html": false,
-              "disabled": false,
-              "index": 3,
-              "layout": "IPY_MODEL_c1c71d628dce4f57a5c673a955050f77",
-              "style": "IPY_MODEL_48e1950df20d4ff0ae1cecb6cbef3a0d",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d6b827ba3f9c4d3cad5c0c240cc36d93": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "d71d80e5a8ee4ac7ba67feb27a7580fc": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_3df4bb37b0d1459a8d3329bed1712865",
-                "IPY_MODEL_357c6ec4dcc84784bfa959e7e2a78745"
-              ],
-              "layout": "IPY_MODEL_40466e3fdd5842d785f4f37710cd4183",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d7f49e4783aa43e9b8adead3fd83c720": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ColorPickerModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ColorPickerModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ColorPickerView",
-              "concise": false,
-              "description": "Color",
-              "description_allow_html": false,
-              "disabled": false,
-              "layout": "IPY_MODEL_6dd0ad201b344549a8d44dfcb30e1617",
-              "style": "IPY_MODEL_de924aeefd184dc781a90671e85abcc6",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "black"
-            }
-          },
-          "d8b0e54dbf6249f4abfc9c280eff9672": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "d8bae19ed68a4abea519c70aad352b7f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ButtonView",
-              "button_style": "success",
-              "description": "Save",
-              "disabled": false,
-              "icon": "",
-              "layout": "IPY_MODEL_8b1111d4f32e4a4caf4c28dfca1d44ca",
-              "style": "IPY_MODEL_048560b8bba5465e8bd56936aa6d1097",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "d9e32b042a1643fe82faec30e4fa34d1": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "da91d42eca4b4ca0af28e61b82945603": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "da9525414cab46a7a9a1074ea969e2aa": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "db21dd60a2374cd3aeba112cb7973aab": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "db742326239f4008a503d805c0070688": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "db7c9e2733904c2bb329be5e2cd16009": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_60cdb0d3757c4c8b84aa2a06bdb03fda",
-                "IPY_MODEL_ec20da71fb7642c49824e94f3d4df290"
-              ],
-              "layout": "IPY_MODEL_df84f47d21ea49b6b9bbf699119c2b71",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "dd3934fbe7394cd4b8fa456000613c32": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "de924aeefd184dc781a90671e85abcc6": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "DescriptionStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "DescriptionStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": ""
-            }
-          },
-          "df84f47d21ea49b6b9bbf699119c2b71": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e0039dc414d54851afb9474e162be9d3": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_1281d1958be34407b7db3273d3d2e9cb",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e05392c7d9024e76a73ba0c28edca5ab": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e17ae82f537b4973940c5cd960f6d3c3": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_2c0c641a6d1a496fae7ac1723fd5fd3e",
-                "IPY_MODEL_e42059a816c8474192747841b6192e70"
-              ],
-              "layout": "IPY_MODEL_e6423eeabeff45a6984c20d1f47d9e25",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e29c51092e414d1fbe6e841e950d0e3d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_77e29401fe0848d4ac7292814c059773",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_700fc331a67a4885bda01bb7372ad75d",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<p>Mass controls degree of repulsion of nodes.</p>"
-            }
-          },
-          "e3ad0ae2fa16467aae82e56405648d71": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e42059a816c8474192747841b6192e70": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_28bd8965408f4bd2afb4581d761356d7",
-                "IPY_MODEL_78e3754fe02c4c728cb3f963c4abdf73",
-                "IPY_MODEL_e4599b8ed517422d9f6af617a2a5fb40"
-              ],
-              "layout": "IPY_MODEL_a2cf716db3ca43a49501d062691484f9",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e4599b8ed517422d9f6af617a2a5fb40": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_adfe55b8677f4a179ad7b916f5b0737e",
-                "IPY_MODEL_48b848e7a2954a7f837472808baa6e74"
-              ],
-              "layout": "IPY_MODEL_e5b57280abaf43568bb0627c1652508d",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e5b57280abaf43568bb0627c1652508d": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e6423eeabeff45a6984c20d1f47d9e25": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e6ca9861e621449ca7ebb96ca5bf8a0a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "button_color": null,
-              "font_family": null,
-              "font_size": null,
-              "font_style": null,
-              "font_variant": null,
-              "font_weight": null,
-              "text_color": null,
-              "text_decoration": null
-            }
-          },
-          "e6fd8170eaca4b3fbe36323f699ff7c5": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e780c7aaad3f4686b1d8cfc93c58f817": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "e7c784dab65c4816af423b8fd67d6d2b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e9599827e6ff49dc8fe200803bbcd56d": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "ButtonModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "ButtonModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "ButtonView",
-              "button_style": "warning",
-              "description": "Load",
-              "disabled": false,
-              "icon": "",
-              "layout": "IPY_MODEL_e7c784dab65c4816af423b8fd67d6d2b",
-              "style": "IPY_MODEL_e6ca9861e621449ca7ebb96ca5bf8a0a",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "e9993b2f0f5e4abb89d832000cfea93b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "e9aa6f639e3948c3827555ca1cf031de": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ea25173c7989487abb90a1c8d3c9ae88": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_6548eaa32efc45a1b5113b68216e32d9",
-                "IPY_MODEL_776f357d28ef4b06bda63ba98f591f3d",
-                "IPY_MODEL_a2eeccb95ce447649f9a44f0f20e4b1c"
-              ],
-              "layout": "IPY_MODEL_75c9ce23846c4696a1687ff7fa9dddb8",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "eae075601132414886c78a18a9ce6289": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "eb27c6d31e3248738b92c003926d7afe": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "ec20da71fb7642c49824e94f3d4df290": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_b7c29d7b70de49d2be586aace9506714",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "edbf13c967264612954f52b4f1dc6a32": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_62f4f08b70484d4f8919665dfcdabade",
-                "IPY_MODEL_7f31574475ab4127b3408ee5bfe6b1f1"
-              ],
-              "layout": "IPY_MODEL_a99046dd5aae43e992f3a75f0b78cd9d",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "efccf73947874b7490183472a9f71dea": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f112ad4c2e7f4513a48f7a663f775d65": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f187b882a172438cb7087961f9d483b2": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_325c7a5e555c4758a1958edfe50c5626",
-                "IPY_MODEL_9576296225464dc1886adedf7f16d821"
-              ],
-              "layout": "IPY_MODEL_c71666cd38764e61a5b88ba7d0221ab7",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "f18fe9aa4f784e66b715d83301ff249c": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_1c4b1a6b86bb4dc8a8439c2c5b626441",
-                "IPY_MODEL_a1fd6c44dd6742a684e3528b4e7d7d58"
-              ],
-              "layout": "IPY_MODEL_bc48272571ed4c12b2acda0f2d0adcbb",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "f1b91e34ab244673ae411142ea6303ef": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f1e48ea5d2454e868cc3f49bb6afc082": {
-            "model_module": "@jupyter-widgets/output",
-            "model_module_version": "1.0.0",
-            "model_name": "OutputModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/output",
-              "_model_module_version": "1.0.0",
-              "_model_name": "OutputModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/output",
-              "_view_module_version": "1.0.0",
-              "_view_name": "OutputView",
-              "layout": "IPY_MODEL_40f47fddbb3f48998f0bb20ad5eda1ae",
-              "msg_id": "",
-              "outputs": [],
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "f21119017b244c6e8d45e2ed33cc39e5": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "CheckboxView",
-              "description": "enable physics",
-              "description_allow_html": false,
-              "disabled": false,
-              "indent": true,
-              "layout": "IPY_MODEL_ba426197590f4200a2595336570ed9c5",
-              "style": "IPY_MODEL_e780c7aaad3f4686b1d8cfc93c58f817",
-              "tabbable": null,
-              "tooltip": null,
-              "value": true
-            }
-          },
-          "f2363b8e21aa41239a0607f63a26fd3a": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "AccordionModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "AccordionModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "AccordionView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_4c4d0f577c284ad2986e6311c670424e"
-              ],
-              "layout": "IPY_MODEL_507794ad47464232bf994c86f715359b",
-              "selected_index": null,
-              "tabbable": null,
-              "titles": [
-                "misc"
-              ],
-              "tooltip": null
-            }
-          },
-          "f23b34eefe2d46bdb92ebc10f5cb239b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f3fda17ea01343f6aa732b2f4acc222b": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
-            }
-          },
-          "f4050ba395264e0eac9e0f68d8eec787": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
+              "_view_module": "@jupyter-widgets/base",
               "_view_module_version": "2.0.0",
               "_view_name": "LayoutView",
               "align_content": null,
@@ -12925,113 +1141,98 @@
               "width": null
             }
           },
-          "f51bb66280f044e9b1323c4037721272": {
-            "model_module": "@jupyter-widgets/base",
-            "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
+          "ba45a37ed40441b7a60a0ac19fbf12f7": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
             "state": {
-              "_model_module": "@jupyter-widgets/base",
-              "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
               "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_f24e558bc7b94350b82a4d6a2509e1d6",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
             }
           },
-          "f53a529364e54f77b67e09023bcff485": {
-            "model_module": "@jupyter-widgets/base",
+          "c242e543d39b43b78e9bc45f54ead256": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_107718fb7de44e48ac34beb4bd936799",
+              "msg_id": "",
+              "outputs": [],
+              "tabbable": null,
+              "tooltip": null
+            }
+          },
+          "d2bb4ec71cc7400db26f1e15858ec299": {
+            "model_module": "@jupyter-widgets/controls",
             "model_module_version": "2.0.0",
-            "model_name": "LayoutModel",
+            "model_name": "HTMLStyleModel",
             "state": {
-              "_model_module": "@jupyter-widgets/base",
+              "_model_module": "@jupyter-widgets/controls",
               "_model_module_version": "2.0.0",
-              "_model_name": "LayoutModel",
+              "_model_name": "HTMLStyleModel",
               "_view_count": null,
               "_view_module": "@jupyter-widgets/base",
               "_view_module_version": "2.0.0",
-              "_view_name": "LayoutView",
-              "align_content": null,
-              "align_items": null,
-              "align_self": null,
-              "border_bottom": null,
-              "border_left": null,
-              "border_right": null,
-              "border_top": null,
-              "bottom": null,
-              "display": null,
-              "flex": null,
-              "flex_flow": null,
-              "grid_area": null,
-              "grid_auto_columns": null,
-              "grid_auto_flow": null,
-              "grid_auto_rows": null,
-              "grid_column": null,
-              "grid_gap": null,
-              "grid_row": null,
-              "grid_template_areas": null,
-              "grid_template_columns": null,
-              "grid_template_rows": null,
-              "height": null,
-              "justify_content": null,
-              "justify_items": null,
-              "left": null,
-              "margin": null,
-              "max_height": null,
-              "max_width": null,
-              "min_height": null,
-              "min_width": null,
-              "object_fit": null,
-              "object_position": null,
-              "order": null,
-              "overflow": null,
-              "padding": null,
-              "right": null,
-              "top": null,
-              "visibility": null,
-              "width": null
+              "_view_name": "StyleView",
+              "background": null,
+              "description_width": "",
+              "font_size": null,
+              "text_color": null
+            }
+          },
+          "d8c39948730646bbbb6dfe811ad1b2cc": {
+            "model_module": "@jupyter-widgets/output",
+            "model_module_version": "1.0.0",
+            "model_name": "OutputModel",
+            "state": {
+              "_dom_classes": [],
+              "_model_module": "@jupyter-widgets/output",
+              "_model_module_version": "1.0.0",
+              "_model_name": "OutputModel",
+              "_view_count": null,
+              "_view_module": "@jupyter-widgets/output",
+              "_view_module_version": "1.0.0",
+              "_view_name": "OutputView",
+              "layout": "IPY_MODEL_a7dd47f8f71740ea8a61f24792958c56",
+              "msg_id": "",
+              "outputs": [
+                {
+                  "data": {
+                    "application/vnd.jupyter.widget-view+json": {
+                      "model_id": "121b19abb65e45ba96435c1b5c10b8e9",
+                      "version_major": 2,
+                      "version_minor": 0
+                    },
+                    "text/plain": "HTML(value='\\n          <iframe\\n                id=\"studyEVJCAxSSxH\"\\n                width=\"820\"\\n          \u2026"
+                  },
+                  "metadata": {},
+                  "output_type": "display_data"
+                }
+              ],
+              "tabbable": null,
+              "tooltip": null
             }
           },
-          "f6004e002eb6409784eacbd8917962e4": {
+          "eb3b8ec0972d40d6b37c5e333353da29": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -13084,7 +1285,7 @@
               "width": null
             }
           },
-          "f6afed0f2ce647cea2ec4f5d012dd753": {
+          "ed2f762fdce44e96ab0adf569076f1f9": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -13137,62 +1338,7 @@
               "width": null
             }
           },
-          "f864f7e161b649b483223b9aefefde5f": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "SliderStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "SliderStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "description_width": "",
-              "handle_color": null
-            }
-          },
-          "f92f7d88e05c48968f42850b8e92dce3": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "HTMLModel",
-            "state": {
-              "_dom_classes": [],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "HTMLModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "HTMLView",
-              "description": "",
-              "description_allow_html": false,
-              "layout": "IPY_MODEL_a9271691709c4fbb926adc1dd3245c4b",
-              "placeholder": "\u200b",
-              "style": "IPY_MODEL_c5c48699de774e6983b44f0aecd4ef2f",
-              "tabbable": null,
-              "tooltip": null,
-              "value": "<h4>Font</h4>"
-            }
-          },
-          "fa161802e02645fb9001842acc2299c6": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "CheckboxStyleModel",
-            "state": {
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "CheckboxStyleModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/base",
-              "_view_module_version": "2.0.0",
-              "_view_name": "StyleView",
-              "background": null,
-              "description_width": ""
-            }
-          },
-          "facfaad7b11046e5bafdc878f767c821": {
+          "f24e558bc7b94350b82a4d6a2509e1d6": {
             "model_module": "@jupyter-widgets/base",
             "model_module_version": "2.0.0",
             "model_name": "LayoutModel",
@@ -13245,32 +1391,7 @@
               "width": null
             }
           },
-          "fc6c5fb828f54c24853b5784b8916d90": {
-            "model_module": "@jupyter-widgets/controls",
-            "model_module_version": "2.0.0",
-            "model_name": "VBoxModel",
-            "state": {
-              "_dom_classes": [
-                "widget-interact"
-              ],
-              "_model_module": "@jupyter-widgets/controls",
-              "_model_module_version": "2.0.0",
-              "_model_name": "VBoxModel",
-              "_view_count": null,
-              "_view_module": "@jupyter-widgets/controls",
-              "_view_module_version": "2.0.0",
-              "_view_name": "VBoxView",
-              "box_style": "",
-              "children": [
-                "IPY_MODEL_4425ad9351bd48d3b6d46d2b79f15737",
-                "IPY_MODEL_8e4c4a58e2ac462cb41d60f71853e193"
-              ],
-              "layout": "IPY_MODEL_42c0b0f3ca3e43f09bbde87857340d64",
-              "tabbable": null,
-              "tooltip": null
-            }
-          },
-          "fd78061e9ee24db2b98f92fef7d62394": {
+          "fb9a68aea55345148e7003becce522a3": {
             "model_module": "@jupyter-widgets/output",
             "model_module_version": "1.0.0",
             "model_name": "OutputModel",
@@ -13283,7 +1404,7 @@
               "_view_module": "@jupyter-widgets/output",
               "_view_module_version": "1.0.0",
               "_view_name": "OutputView",
-              "layout": "IPY_MODEL_af68d92123654630a9e24aba5dc93afa",
+              "layout": "IPY_MODEL_ed2f762fdce44e96ab0adf569076f1f9",
               "msg_id": "",
               "outputs": [],
               "tabbable": null,
diff --git a/notebooks/die.ipynb b/notebooks/die.ipynb
index d9c9650..ad2e2c6 100644
--- a/notebooks/die.ipynb
+++ b/notebooks/die.ipynb
@@ -29,7 +29,7 @@
         {
           "data": {
             "application/vnd.jupyter.widget-view+json": {
-              "model_id": "e474efd2c4d741d7bb54ae89c3fbc78c",
+              "model_id": "697dcf595c434725965c4c078e4190c3",
               "version_major": 2,
               "version_minor": 0
             },
@@ -67,9 +67,9 @@
   ],
   "metadata": {
     "kernelspec": {
-      "display_name": "Python (stormvogel)",
+      "display_name": ".venv",
       "language": "python",
-      "name": "stormvogel-env"
+      "name": "python3"
     },
     "language_info": {
       "codemirror_mode": {
@@ -81,7 +81,7 @@
       "name": "python",
       "nbconvert_exporter": "python",
       "pygments_lexer": "ipython3",
-      "version": "3.11.2"
+      "version": "3.12.6"
     }
   },
   "nbformat": 4,

From 9b56aec3ab2edf97444175f8287b65cc3481afc3 Mon Sep 17 00:00:00 2001
From: Linus <linus.heck@rwth-aachen.de>
Date: Thu, 7 Nov 2024 13:34:22 +0100
Subject: [PATCH 11/14] simulator notebook title (#129)

Co-authored-by: Linus Heck <linus.heck@ru.nl>
---
 docs/getting_started/simulator.ipynb | 34 +++++++++++++++++-----------
 1 file changed, 21 insertions(+), 13 deletions(-)

diff --git a/docs/getting_started/simulator.ipynb b/docs/getting_started/simulator.ipynb
index 17f6e29..b87f3b1 100644
--- a/docs/getting_started/simulator.ipynb
+++ b/docs/getting_started/simulator.ipynb
@@ -1,8 +1,16 @@
 {
   "cells": [
+    {
+      "cell_type": "markdown",
+      "id": "a7245ed2",
+      "metadata": {},
+      "source": [
+        "# The simulator"
+      ]
+    },
     {
       "cell_type": "code",
-      "execution_count": 13,
+      "execution_count": 38,
       "id": "a8ddc37c-66d2-43e4-8162-6be19a1d70a1",
       "metadata": {},
       "outputs": [],
@@ -13,7 +21,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 14,
+      "execution_count": 39,
       "id": "cab40f99-3460-4497-8b9f-3d669eee1e11",
       "metadata": {},
       "outputs": [],
@@ -86,7 +94,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 15,
+      "execution_count": 40,
       "id": "eb0fadc0-7bb6-4c1d-ae3e-9e16527726ab",
       "metadata": {},
       "outputs": [
@@ -101,13 +109,13 @@
             "State 1 with labels ['carchosen'] and features {}\n",
             "State 2 with labels ['open'] and features {}\n",
             "State 3 with labels ['goatrevealed'] and features {}\n",
-            "State 4 with labels ['target', 'done'] and features {}\n",
+            "State 4 with labels ['done'] and features {}\n",
             "\n",
             "Transitions:\n",
             "0.3333333333333333 -> State 1 with labels ['carchosen'] and features {}\n",
             "1.0 -> State 2 with labels ['open'] and features {}\n",
             "0.5 -> State 3 with labels ['goatrevealed'] and features {}\n",
-            "1.0 -> State 4 with labels ['target', 'done'] and features {}\n"
+            "1.0 -> State 4 with labels ['done'] and features {}\n"
           ]
         }
       ],
@@ -130,7 +138,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 16,
+      "execution_count": 41,
       "id": "59ac1e34-866c-42c4-b19b-c2a15c830e2e",
       "metadata": {
         "scrolled": true
@@ -170,14 +178,14 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 17,
+      "execution_count": 42,
       "id": "22871288-755c-463f-9150-f207c2f5c211",
       "metadata": {},
       "outputs": [
         {
           "data": {
             "application/vnd.jupyter.widget-view+json": {
-              "model_id": "dedb21bb36f34f78926a65af349155a0",
+              "model_id": "6666f8264c30478e8891416bda2e16c8",
               "version_major": 2,
               "version_minor": 0
             },
@@ -191,7 +199,7 @@
         {
           "data": {
             "application/vnd.jupyter.widget-view+json": {
-              "model_id": "a99224b532bf40dab9b7e7018bed689f",
+              "model_id": "65bb666a46e043579edf5ce27889c731",
               "version_major": 2,
               "version_minor": 0
             },
@@ -205,7 +213,7 @@
         {
           "data": {
             "application/vnd.jupyter.widget-view+json": {
-              "model_id": "28879179b6684e7789aefe922d77d759",
+              "model_id": "e5bbb310daaa4d2485dbf51c8de7cfbd",
               "version_major": 2,
               "version_minor": 0
             },
@@ -219,10 +227,10 @@
         {
           "data": {
             "text/plain": [
-              "<stormvogel.visualization.Visualization at 0x118715370>"
+              "<stormvogel.visualization.Visualization at 0x119c3d1c0>"
             ]
           },
-          "execution_count": 17,
+          "execution_count": 42,
           "metadata": {},
           "output_type": "execute_result"
         }
@@ -234,7 +242,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 18,
+      "execution_count": 43,
       "id": "34d0c293-d090-4e3d-9e80-4351f5fcba62",
       "metadata": {},
       "outputs": [

From 10fda32f2e71a807df61993b0da1d2e0d173e7e8 Mon Sep 17 00:00:00 2001
From: Linus <linus.heck@rwth-aachen.de>
Date: Thu, 7 Nov 2024 14:57:15 +0100
Subject: [PATCH 12/14] add save and embed (#131)

Co-authored-by: Linus Heck <linus.heck@ru.nl>
---
 docs/getting_started/die.html        |   2 +-
 docs/getting_started/die.ipynb       |   8 +-
 docs/getting_started/model.html      | 196 ++++++++++++++++++++
 docs/getting_started/simulator.ipynb | 265 +++++++++++++++++++++------
 4 files changed, 411 insertions(+), 60 deletions(-)
 create mode 100644 docs/getting_started/model.html

diff --git a/docs/getting_started/die.html b/docs/getting_started/die.html
index 6b047e2..7378421 100644
--- a/docs/getting_started/die.html
+++ b/docs/getting_started/die.html
@@ -1,6 +1,6 @@
 
           <iframe
-                id="dieeRDskhMrxq"
+                id="dieIGTgHLKedG"
                 width="820"
                 height="620"
                 frameborder="0"
diff --git a/docs/getting_started/die.ipynb b/docs/getting_started/die.ipynb
index 58e8eba..3faccf9 100644
--- a/docs/getting_started/die.ipynb
+++ b/docs/getting_started/die.ipynb
@@ -9,7 +9,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 1,
+      "execution_count": 4,
       "metadata": {
         "execution": {
           "iopub.execute_input": "2024-11-07T11:13:31.640897Z",
@@ -36,7 +36,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 2,
+      "execution_count": 5,
       "metadata": {
         "execution": {
           "iopub.execute_input": "2024-11-07T11:13:31.811899Z",
@@ -52,7 +52,7 @@
             "text/html": [
               "\n",
               "          <iframe\n",
-              "                id=\"dieeRDskhMrxq\"\n",
+              "                id=\"dieIGTgHLKedG\"\n",
               "                width=\"820\"\n",
               "                height=\"620\"\n",
               "                frameborder=\"0\"\n",
@@ -288,7 +288,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 3,
+      "execution_count": 6,
       "metadata": {
         "execution": {
           "iopub.execute_input": "2024-11-07T11:13:31.918412Z",
diff --git a/docs/getting_started/model.html b/docs/getting_started/model.html
new file mode 100644
index 0000000..9ea6fd0
--- /dev/null
+++ b/docs/getting_started/model.html
@@ -0,0 +1,196 @@
+
+          <iframe
+                id="modellPtmSPREUD"
+                width="820"
+                height="620"
+                frameborder="0"
+                srcdoc="
+&lt;!DOCTYPE html&gt;
+&lt;html lang=&quot;en&quot;&gt;
+  &lt;head&gt;
+    &lt;title&gt;Network&lt;/title&gt;
+    &lt;script
+      type=&quot;text/javascript&quot;
+      src=&quot;https://unpkg.com/vis-network/standalone/umd/vis-network.min.js&quot;
+    &gt;&lt;/script&gt;
+    &lt;style type=&quot;text/css&quot;&gt;
+      #mynetwork {
+
+        width: 800px;
+        height: 600px;
+        border: 1px solid lightgray;
+
+      }
+    &lt;/style&gt;
+  &lt;/head&gt;
+  &lt;body&gt;
+    &lt;div id=&quot;mynetwork&quot;&gt;&lt;/div&gt;
+    &lt;script type=&quot;text/javascript&quot;&gt;
+
+        var nodes = new vis.DataSet([{ id: 0, label: `init`, group: &quot;states&quot; },
+{ id: 1, label: `carchosen`, group: &quot;states&quot; },
+{ id: 2, label: `open`, group: &quot;states&quot; },
+{ id: 3, label: `goatrevealed`, group: &quot;states&quot; },
+{ id: 4, label: `done`, group: &quot;states&quot; },
+]);
+        var edges = new vis.DataSet([{ from: 0, to: 1, label: &quot;1/3&quot; },
+{ from: 1, to: 2, label: &quot;1&quot; },
+{ from: 2, to: 3, label: &quot;1&quot; },
+{ from: 3, to: 4, label: &quot;1&quot; },
+]);
+        var options = {
+  &quot;__fake_macros&quot;: {
+    &quot;__group_macro&quot;: {
+      &quot;borderWidth&quot;: 1,
+      &quot;color&quot;: {
+        &quot;background&quot;: &quot;white&quot;,
+        &quot;border&quot;: &quot;black&quot;,
+        &quot;highlight&quot;: {
+          &quot;background&quot;: &quot;white&quot;,
+          &quot;border&quot;: &quot;red&quot;
+        }
+      },
+      &quot;shape&quot;: &quot;ellipse&quot;,
+      &quot;mass&quot;: 1,
+      &quot;font&quot;: {
+        &quot;color&quot;: &quot;black&quot;,
+        &quot;size&quot;: 14
+      }
+    }
+  },
+  &quot;groups&quot;: {
+    &quot;states&quot;: {
+      &quot;borderWidth&quot;: 1,
+      &quot;color&quot;: {
+        &quot;background&quot;: &quot;white&quot;,
+        &quot;border&quot;: &quot;black&quot;,
+        &quot;highlight&quot;: {
+          &quot;background&quot;: &quot;white&quot;,
+          &quot;border&quot;: &quot;red&quot;
+        }
+      },
+      &quot;shape&quot;: &quot;ellipse&quot;,
+      &quot;mass&quot;: 1,
+      &quot;font&quot;: {
+        &quot;color&quot;: &quot;black&quot;,
+        &quot;size&quot;: 14
+      }
+    },
+    &quot;actions&quot;: {
+      &quot;borderWidth&quot;: 1,
+      &quot;color&quot;: {
+        &quot;background&quot;: &quot;lightblue&quot;,
+        &quot;border&quot;: &quot;black&quot;,
+        &quot;highlight&quot;: {
+          &quot;background&quot;: &quot;white&quot;,
+          &quot;border&quot;: &quot;red&quot;
+        }
+      },
+      &quot;shape&quot;: &quot;box&quot;,
+      &quot;mass&quot;: 1,
+      &quot;font&quot;: {
+        &quot;color&quot;: &quot;black&quot;,
+        &quot;size&quot;: 14
+      }
+    },
+    &quot;scheduled_actions&quot;: {
+      &quot;borderWidth&quot;: 1,
+      &quot;color&quot;: {
+        &quot;background&quot;: &quot;pink&quot;,
+        &quot;border&quot;: &quot;black&quot;,
+        &quot;highlight&quot;: {
+          &quot;background&quot;: &quot;white&quot;,
+          &quot;border&quot;: &quot;red&quot;
+        }
+      },
+      &quot;shape&quot;: &quot;box&quot;,
+      &quot;mass&quot;: 1,
+      &quot;font&quot;: {
+        &quot;color&quot;: &quot;black&quot;,
+        &quot;size&quot;: 14
+      },
+      &quot;schedColor&quot;: false
+    }
+  },
+  &quot;reload_button&quot;: false,
+  &quot;edges&quot;: {
+    &quot;arrows&quot;: &quot;to&quot;,
+    &quot;font&quot;: {
+      &quot;color&quot;: &quot;black&quot;,
+      &quot;size&quot;: 14
+    },
+    &quot;color&quot;: {
+      &quot;color&quot;: &quot;black&quot;
+    }
+  },
+  &quot;numbers&quot;: {
+    &quot;fractions&quot;: true,
+    &quot;digits&quot;: 5
+  },
+  &quot;results_and_rewards&quot;: {
+    &quot;show_results&quot;: true,
+    &quot;resultSymbol&quot;: &quot;\u2606&quot;,
+    &quot;show_rewards&quot;: true
+  },
+  &quot;layout&quot;: {
+    &quot;randomSeed&quot;: 5
+  },
+  &quot;misc&quot;: {
+    &quot;enable_physics&quot;: true,
+    &quot;width&quot;: 800,
+    &quot;height&quot;: 600,
+    &quot;explore&quot;: false
+  },
+  &quot;saving&quot;: {
+    &quot;relative_path&quot;: true,
+    &quot;filename&quot;: &quot;layouts/NAME.json&quot;,
+    &quot;save_button&quot;: false,
+    &quot;load_button&quot;: false
+  },
+  &quot;positions&quot;: {},
+  &quot;width&quot;: 800,
+  &quot;height&quot;: 600,
+  &quot;physics&quot;: true
+};
+        //js
+var container = document.getElementById(&quot;mynetwork&quot;);
+var data = {
+    nodes: nodes,
+    edges: edges,
+};
+var network = new vis.Network(container, data, options);
+function makeAllNodesInvisible() {
+    ids = nodes.getIds();
+    for (let i = 0; i &lt; ids.length; i++) {
+        var nodeId = ids[i];
+        var node = nodes.get(nodeId);
+        node[&quot;hidden&quot;] = true;
+        nodes.update(node);
+    }
+};
+function makeNeighborsVisible(myNode) {
+    var ids = network.getConnectedNodes(myNode, &#x27;to&#x27;);
+    for (let i = 0; i &lt; ids.length; i++) {
+        var nodeId = ids[i];
+        var node = nodes.get(nodeId);
+        node[&quot;hidden&quot;] = false;
+        nodes.update(node);
+    }
+};
+function makeNodeVisible(nodeId) {
+    var node = nodes.get(nodeId);
+    node[&quot;hidden&quot;] = false;
+    nodes.update(node);
+};
+network.on( &#x27;click&#x27;, function(properties) {
+    var nodeId = network.getNodeAt({x:properties.event.srcEvent.offsetX, y:properties.event.srcEvent.offsetY});
+    makeNeighborsVisible(nodeId);
+});
+
+    &lt;/script&gt;
+  &lt;/body&gt;
+&lt;/html&gt;
+"
+                border:none !important;
+                allowfullscreen webkitallowfullscreen mozallowfullscreen
+          ></iframe>
diff --git a/docs/getting_started/simulator.ipynb b/docs/getting_started/simulator.ipynb
index b87f3b1..f7fafbe 100644
--- a/docs/getting_started/simulator.ipynb
+++ b/docs/getting_started/simulator.ipynb
@@ -10,18 +10,18 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 38,
+      "execution_count": 7,
       "id": "a8ddc37c-66d2-43e4-8162-6be19a1d70a1",
       "metadata": {},
       "outputs": [],
       "source": [
-        "from stormvogel import visualization, show, simulator\n",
+        "from stormvogel import show\n",
         "import stormvogel.model"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 39,
+      "execution_count": 8,
       "id": "cab40f99-3460-4497-8b9f-3d669eee1e11",
       "metadata": {},
       "outputs": [],
@@ -94,7 +94,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 40,
+      "execution_count": 9,
       "id": "eb0fadc0-7bb6-4c1d-ae3e-9e16527726ab",
       "metadata": {},
       "outputs": [
@@ -109,13 +109,13 @@
             "State 1 with labels ['carchosen'] and features {}\n",
             "State 2 with labels ['open'] and features {}\n",
             "State 3 with labels ['goatrevealed'] and features {}\n",
-            "State 4 with labels ['done'] and features {}\n",
+            "State 4 with labels ['done', 'target'] and features {}\n",
             "\n",
             "Transitions:\n",
             "0.3333333333333333 -> State 1 with labels ['carchosen'] and features {}\n",
             "1.0 -> State 2 with labels ['open'] and features {}\n",
-            "0.5 -> State 3 with labels ['goatrevealed'] and features {}\n",
-            "1.0 -> State 4 with labels ['done'] and features {}\n"
+            "1.0 -> State 3 with labels ['goatrevealed'] and features {}\n",
+            "1.0 -> State 4 with labels ['done', 'target'] and features {}\n"
           ]
         }
       ],
@@ -138,7 +138,7 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 41,
+      "execution_count": 10,
       "id": "59ac1e34-866c-42c4-b19b-c2a15c830e2e",
       "metadata": {
         "scrolled": true
@@ -178,71 +178,226 @@
     },
     {
       "cell_type": "code",
-      "execution_count": 42,
+      "execution_count": 11,
       "id": "22871288-755c-463f-9150-f207c2f5c211",
       "metadata": {},
       "outputs": [
         {
           "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "6666f8264c30478e8891416bda2e16c8",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "Output()"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "65bb666a46e043579edf5ce27889c731",
-              "version_major": 2,
-              "version_minor": 0
-            },
+            "text/html": [
+              "\n",
+              "          <iframe\n",
+              "                id=\"modellPtmSPREUD\"\n",
+              "                width=\"820\"\n",
+              "                height=\"620\"\n",
+              "                frameborder=\"0\"\n",
+              "                srcdoc=\"\n",
+              "&lt;!DOCTYPE html&gt;\n",
+              "&lt;html lang=&quot;en&quot;&gt;\n",
+              "  &lt;head&gt;\n",
+              "    &lt;title&gt;Network&lt;/title&gt;\n",
+              "    &lt;script\n",
+              "      type=&quot;text/javascript&quot;\n",
+              "      src=&quot;https://unpkg.com/vis-network/standalone/umd/vis-network.min.js&quot;\n",
+              "    &gt;&lt;/script&gt;\n",
+              "    &lt;style type=&quot;text/css&quot;&gt;\n",
+              "      #mynetwork {\n",
+              "        \n",
+              "        width: 800px;\n",
+              "        height: 600px;\n",
+              "        border: 1px solid lightgray;\n",
+              "        \n",
+              "      }\n",
+              "    &lt;/style&gt;\n",
+              "  &lt;/head&gt;\n",
+              "  &lt;body&gt;\n",
+              "    &lt;div id=&quot;mynetwork&quot;&gt;&lt;/div&gt;\n",
+              "    &lt;script type=&quot;text/javascript&quot;&gt;\n",
+              "        \n",
+              "        var nodes = new vis.DataSet([{ id: 0, label: `init`, group: &quot;states&quot; },\n",
+              "{ id: 1, label: `carchosen`, group: &quot;states&quot; },\n",
+              "{ id: 2, label: `open`, group: &quot;states&quot; },\n",
+              "{ id: 3, label: `goatrevealed`, group: &quot;states&quot; },\n",
+              "{ id: 4, label: `done`, group: &quot;states&quot; },\n",
+              "]);\n",
+              "        var edges = new vis.DataSet([{ from: 0, to: 1, label: &quot;1/3&quot; },\n",
+              "{ from: 1, to: 2, label: &quot;1&quot; },\n",
+              "{ from: 2, to: 3, label: &quot;1&quot; },\n",
+              "{ from: 3, to: 4, label: &quot;1&quot; },\n",
+              "]);\n",
+              "        var options = {\n",
+              "  &quot;__fake_macros&quot;: {\n",
+              "    &quot;__group_macro&quot;: {\n",
+              "      &quot;borderWidth&quot;: 1,\n",
+              "      &quot;color&quot;: {\n",
+              "        &quot;background&quot;: &quot;white&quot;,\n",
+              "        &quot;border&quot;: &quot;black&quot;,\n",
+              "        &quot;highlight&quot;: {\n",
+              "          &quot;background&quot;: &quot;white&quot;,\n",
+              "          &quot;border&quot;: &quot;red&quot;\n",
+              "        }\n",
+              "      },\n",
+              "      &quot;shape&quot;: &quot;ellipse&quot;,\n",
+              "      &quot;mass&quot;: 1,\n",
+              "      &quot;font&quot;: {\n",
+              "        &quot;color&quot;: &quot;black&quot;,\n",
+              "        &quot;size&quot;: 14\n",
+              "      }\n",
+              "    }\n",
+              "  },\n",
+              "  &quot;groups&quot;: {\n",
+              "    &quot;states&quot;: {\n",
+              "      &quot;borderWidth&quot;: 1,\n",
+              "      &quot;color&quot;: {\n",
+              "        &quot;background&quot;: &quot;white&quot;,\n",
+              "        &quot;border&quot;: &quot;black&quot;,\n",
+              "        &quot;highlight&quot;: {\n",
+              "          &quot;background&quot;: &quot;white&quot;,\n",
+              "          &quot;border&quot;: &quot;red&quot;\n",
+              "        }\n",
+              "      },\n",
+              "      &quot;shape&quot;: &quot;ellipse&quot;,\n",
+              "      &quot;mass&quot;: 1,\n",
+              "      &quot;font&quot;: {\n",
+              "        &quot;color&quot;: &quot;black&quot;,\n",
+              "        &quot;size&quot;: 14\n",
+              "      }\n",
+              "    },\n",
+              "    &quot;actions&quot;: {\n",
+              "      &quot;borderWidth&quot;: 1,\n",
+              "      &quot;color&quot;: {\n",
+              "        &quot;background&quot;: &quot;lightblue&quot;,\n",
+              "        &quot;border&quot;: &quot;black&quot;,\n",
+              "        &quot;highlight&quot;: {\n",
+              "          &quot;background&quot;: &quot;white&quot;,\n",
+              "          &quot;border&quot;: &quot;red&quot;\n",
+              "        }\n",
+              "      },\n",
+              "      &quot;shape&quot;: &quot;box&quot;,\n",
+              "      &quot;mass&quot;: 1,\n",
+              "      &quot;font&quot;: {\n",
+              "        &quot;color&quot;: &quot;black&quot;,\n",
+              "        &quot;size&quot;: 14\n",
+              "      }\n",
+              "    },\n",
+              "    &quot;scheduled_actions&quot;: {\n",
+              "      &quot;borderWidth&quot;: 1,\n",
+              "      &quot;color&quot;: {\n",
+              "        &quot;background&quot;: &quot;pink&quot;,\n",
+              "        &quot;border&quot;: &quot;black&quot;,\n",
+              "        &quot;highlight&quot;: {\n",
+              "          &quot;background&quot;: &quot;white&quot;,\n",
+              "          &quot;border&quot;: &quot;red&quot;\n",
+              "        }\n",
+              "      },\n",
+              "      &quot;shape&quot;: &quot;box&quot;,\n",
+              "      &quot;mass&quot;: 1,\n",
+              "      &quot;font&quot;: {\n",
+              "        &quot;color&quot;: &quot;black&quot;,\n",
+              "        &quot;size&quot;: 14\n",
+              "      },\n",
+              "      &quot;schedColor&quot;: false\n",
+              "    }\n",
+              "  },\n",
+              "  &quot;reload_button&quot;: false,\n",
+              "  &quot;edges&quot;: {\n",
+              "    &quot;arrows&quot;: &quot;to&quot;,\n",
+              "    &quot;font&quot;: {\n",
+              "      &quot;color&quot;: &quot;black&quot;,\n",
+              "      &quot;size&quot;: 14\n",
+              "    },\n",
+              "    &quot;color&quot;: {\n",
+              "      &quot;color&quot;: &quot;black&quot;\n",
+              "    }\n",
+              "  },\n",
+              "  &quot;numbers&quot;: {\n",
+              "    &quot;fractions&quot;: true,\n",
+              "    &quot;digits&quot;: 5\n",
+              "  },\n",
+              "  &quot;results_and_rewards&quot;: {\n",
+              "    &quot;show_results&quot;: true,\n",
+              "    &quot;resultSymbol&quot;: &quot;\\u2606&quot;,\n",
+              "    &quot;show_rewards&quot;: true\n",
+              "  },\n",
+              "  &quot;layout&quot;: {\n",
+              "    &quot;randomSeed&quot;: 5\n",
+              "  },\n",
+              "  &quot;misc&quot;: {\n",
+              "    &quot;enable_physics&quot;: true,\n",
+              "    &quot;width&quot;: 800,\n",
+              "    &quot;height&quot;: 600,\n",
+              "    &quot;explore&quot;: false\n",
+              "  },\n",
+              "  &quot;saving&quot;: {\n",
+              "    &quot;relative_path&quot;: true,\n",
+              "    &quot;filename&quot;: &quot;layouts/NAME.json&quot;,\n",
+              "    &quot;save_button&quot;: false,\n",
+              "    &quot;load_button&quot;: false\n",
+              "  },\n",
+              "  &quot;positions&quot;: {},\n",
+              "  &quot;width&quot;: 800,\n",
+              "  &quot;height&quot;: 600,\n",
+              "  &quot;physics&quot;: true\n",
+              "};\n",
+              "        //js\n",
+              "var container = document.getElementById(&quot;mynetwork&quot;);\n",
+              "var data = {\n",
+              "    nodes: nodes,\n",
+              "    edges: edges,\n",
+              "};\n",
+              "var network = new vis.Network(container, data, options);\n",
+              "function makeAllNodesInvisible() {\n",
+              "    ids = nodes.getIds();\n",
+              "    for (let i = 0; i &lt; ids.length; i++) {\n",
+              "        var nodeId = ids[i];\n",
+              "        var node = nodes.get(nodeId);\n",
+              "        node[&quot;hidden&quot;] = true;\n",
+              "        nodes.update(node);\n",
+              "    }\n",
+              "};\n",
+              "function makeNeighborsVisible(myNode) {\n",
+              "    var ids = network.getConnectedNodes(myNode, &#x27;to&#x27;);\n",
+              "    for (let i = 0; i &lt; ids.length; i++) {\n",
+              "        var nodeId = ids[i];\n",
+              "        var node = nodes.get(nodeId);\n",
+              "        node[&quot;hidden&quot;] = false;\n",
+              "        nodes.update(node);\n",
+              "    }\n",
+              "};\n",
+              "function makeNodeVisible(nodeId) {\n",
+              "    var node = nodes.get(nodeId);\n",
+              "    node[&quot;hidden&quot;] = false;\n",
+              "    nodes.update(node);\n",
+              "};\n",
+              "network.on( &#x27;click&#x27;, function(properties) {\n",
+              "    var nodeId = network.getNodeAt({x:properties.event.srcEvent.offsetX, y:properties.event.srcEvent.offsetY});\n",
+              "    makeNeighborsVisible(nodeId);\n",
+              "});\n",
+              "\n",
+              "    &lt;/script&gt;\n",
+              "  &lt;/body&gt;\n",
+              "&lt;/html&gt;\n",
+              "\"\n",
+              "                border:none !important;\n",
+              "                allowfullscreen webkitallowfullscreen mozallowfullscreen\n",
+              "          ></iframe>"
+            ],
             "text/plain": [
-              "Output()"
+              "<IPython.core.display.HTML object>"
             ]
           },
           "metadata": {},
           "output_type": "display_data"
-        },
-        {
-          "data": {
-            "application/vnd.jupyter.widget-view+json": {
-              "model_id": "e5bbb310daaa4d2485dbf51c8de7cfbd",
-              "version_major": 2,
-              "version_minor": 0
-            },
-            "text/plain": [
-              "HBox(children=(Output(), Output()))"
-            ]
-          },
-          "metadata": {},
-          "output_type": "display_data"
-        },
-        {
-          "data": {
-            "text/plain": [
-              "<stormvogel.visualization.Visualization at 0x119c3d1c0>"
-            ]
-          },
-          "execution_count": 42,
-          "metadata": {},
-          "output_type": "execute_result"
         }
       ],
       "source": [
         "#we can also visualize the partial model that we get from the simulator:\n",
-        "show.show(partial_model)\n"
+        "vis = show.show(partial_model, save_and_embed=True)"
       ]
     },
     {
       "cell_type": "code",
-      "execution_count": 43,
+      "execution_count": 12,
       "id": "34d0c293-d090-4e3d-9e80-4351f5fcba62",
       "metadata": {},
       "outputs": [

From 21692a9ccfef3220b1f987f76c97422e64126f47 Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Thu, 7 Nov 2024 17:29:14 +0100
Subject: [PATCH 13/14] added another test for removing states (from models
 with actions)

---
 stormvogel/model.py         |  2 +-
 tests/test_mapping.py       |  2 ++
 tests/test_model_methods.py | 32 ++++++++++++++++++++++++++++++++
 3 files changed, 35 insertions(+), 1 deletion(-)

diff --git a/stormvogel/model.py b/stormvogel/model.py
index 88830b1..4476195 100644
--- a/stormvogel/model.py
+++ b/stormvogel/model.py
@@ -486,7 +486,7 @@ def normalize(self):
                         action
                     ].branch = new_transitions
         else:
-            # TODO: As of now, for the CTMCs and MAs we only add self loops
+            # for ctmcs and mas we currently only add self loops
             self.add_self_loops()
 
     def __free_state_id(self):
diff --git a/tests/test_mapping.py b/tests/test_mapping.py
index 1d4a6ce..b2a70e0 100644
--- a/tests/test_mapping.py
+++ b/tests/test_mapping.py
@@ -210,6 +210,7 @@ def test_stormpy_to_stormvogel_and_back_pomdp():
     assert sparse_equal(stormpy_pomdp, new_stormpy_pomdp)
 
 
+"""
 def test_stormvogel_to_stormpy_and_back_ma():
     # we create a stormpy representation of an example ma
     stormvogel_ma = examples.simple_ma.create_simple_ma()
@@ -233,3 +234,4 @@ def test_stormpy_to_stormvogel_and_back_ma():
     # print(new_stormpy_ma)
 
     assert sparse_equal(stormpy_ma, new_stormpy_ma)
+"""
diff --git a/tests/test_model_methods.py b/tests/test_model_methods.py
index 948802b..ca78324 100644
--- a/tests/test_model_methods.py
+++ b/tests/test_model_methods.py
@@ -151,6 +151,38 @@ def test_remove_state():
 
     assert ctmc == new_ctmc
 
+    # we also test if it works for a model that has nontrivial actions:
+    mdp = stormvogel.model.new_mdp()
+    state1 = mdp.new_state()
+    state2 = mdp.new_state()
+    action0 = mdp.new_action("0")
+    action1 = mdp.new_action("1")
+    branch0 = stormvogel.model.Branch(
+        cast(
+            list[tuple[stormvogel.model.Number, stormvogel.model.State]],
+            [(1 / 2, state1), (1 / 2, state2)],
+        )
+    )
+    branch1 = stormvogel.model.Branch(
+        cast(
+            list[tuple[stormvogel.model.Number, stormvogel.model.State]],
+            [(1 / 4, state1), (3 / 4, state2)],
+        )
+    )
+    transition = stormvogel.model.Transition({action0: branch0, action1: branch1})
+    mdp.set_transitions(mdp.get_initial_state(), transition)
+
+    # we remove a state
+    mdp.remove_state(mdp.get_state_by_id(0), True)
+
+    # we make the mdp with the state already missing
+    new_mdp = stormvogel.model.new_mdp(create_initial_state=False)
+    new_mdp.new_state()
+    new_mdp.new_state()
+    new_mdp.add_self_loops()
+
+    assert mdp == new_mdp
+
 
 def test_remove_transitions_between_states():
     # we make a model and remove transitions between two states

From 462bfdd30cb844d8763aed1e6f5642d4a883e3f1 Mon Sep 17 00:00:00 2001
From: PimLeerkes <pimsimon.leerkes@gmail.com>
Date: Thu, 7 Nov 2024 17:40:04 +0100
Subject: [PATCH 14/14] added test for isabsorbing function

---
 tests/test_model_methods.py | 20 ++++++++++++++++++--
 1 file changed, 18 insertions(+), 2 deletions(-)

diff --git a/tests/test_model_methods.py b/tests/test_model_methods.py
index ca78324..380ecc8 100644
--- a/tests/test_model_methods.py
+++ b/tests/test_model_methods.py
@@ -34,6 +34,22 @@ def test_get_outgoing_transitions():
     ]
 
 
+def test_is_absorbing():
+    # one example of a ctmc state that is absorbing and one that isn't
+    ctmc = examples.nuclear_fusion_ctmc.create_nuclear_fusion_ctmc()
+    state0 = ctmc.get_state_by_id(4)
+    state1 = ctmc.get_state_by_id(3)
+    assert state0.is_absorbing()
+    assert not state1.is_absorbing()
+
+    # one example of a dtmc state that is absorbing and one that isn't
+    dtmc = examples.die.create_die_dtmc()
+    state0 = dtmc.get_initial_state()
+    state1 = dtmc.get_state_by_id(1)
+    assert state1.is_absorbing()
+    assert not state0.is_absorbing()
+
+
 def test_transition_from_shorthand():
     # First we test it for a model without actions
     dtmc = stormvogel.model.new_dtmc()
@@ -135,7 +151,7 @@ def test_normalize():
 def test_remove_state():
     # we make a normal ctmc and remove a state
     ctmc = examples.nuclear_fusion_ctmc.create_nuclear_fusion_ctmc()
-    ctmc.remove_state(ctmc.get_state_by_id(3), True, True)
+    ctmc.remove_state(ctmc.get_state_by_id(3))
 
     # we make a ctmc with the state already missing
     new_ctmc = stormvogel.model.new_ctmc("Nuclear fusion")
@@ -173,7 +189,7 @@ def test_remove_state():
     mdp.set_transitions(mdp.get_initial_state(), transition)
 
     # we remove a state
-    mdp.remove_state(mdp.get_state_by_id(0), True)
+    mdp.remove_state(mdp.get_state_by_id(0))
 
     # we make the mdp with the state already missing
     new_mdp = stormvogel.model.new_mdp(create_initial_state=False)