numpy random s/randn/standard_normal/

Author: schloerke

examples/express/accordion_app.py

@@ -17,5 +17,5 @@ def txt():
 
 @render.plot
 def histogram():
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
     plt.hist(x, input.n(), density=True)

examples/express/column_wrap_app.py

@@ -12,12 +12,12 @@
 
         @render.plot
         def histogram():
-            x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+            x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
             plt.hist(x, input.n(), density=True)
 
     with ui.card():
 
         @render.plot
         def histogram2():
-            x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+            x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
             plt.hist(x, input.n(), density=True, color="red")

examples/express/nav_app.py

@@ -13,7 +13,7 @@
 
             @render.plot
             def histogram():
-                x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+                x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
                 plt.hist(x, input.n(), density=True)
 
     with ui.navset_card_underline():
@@ -24,5 +24,5 @@ def histogram():
 
             @render.plot
             def histogram2():
-                x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+                x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
                 plt.hist(x, input.n2(), density=True)

examples/express/plot_app.py

@@ -9,5 +9,5 @@
 
 @render.plot
 def histogram():
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
     plt.hist(x, input.n(), density=True)

examples/express/shared_app.py

@@ -12,7 +12,7 @@
 
 @render.plot
 def histogram():
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
     plt.hist(x, shared.rv(), density=True)
 
 

examples/express/sidebar_app.py

@@ -10,5 +10,5 @@
 
 @render.plot
 def histogram():
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
     plt.hist(x, input.n(), density=True)

examples/static_plots/app.py

@@ -99,7 +99,7 @@ def plotnine():
     @render.plot
     def pandas():
         ts = pd.Series(
-            rng.randn(1000),
+            rng.standard_normal(1000),
             index=pd.date_range("1/1/2000", periods=1000),
         )
         ts = ts.cumsum()

shiny/api-examples/input_action_button/app-core.py

@@ -16,7 +16,7 @@ def server(input: Inputs, output: Outputs, session: Session):
     # (not when the slider is changed)
     @reactive.event(input.go, ignore_none=False)
     def plot():
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(input.n())
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(input.n())
         fig, ax = plt.subplots()
         ax.hist(x, bins=30, density=True)
         return fig

shiny/api-examples/input_action_button/app-express.py

@@ -13,7 +13,7 @@
 # (not when the slider is changed)
 @reactive.event(input.go, ignore_none=False)
 def plot():
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(input.n())
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(input.n())
     fig, ax = plt.subplots()
     ax.hist(x, bins=30, density=True)
     return fig

shiny/api-examples/input_action_link/app-core.py

@@ -16,7 +16,7 @@ def server(input: Inputs, output: Outputs, session: Session):
     # the slider is changed
     @reactive.event(input.go, ignore_none=False)
     def plot():
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(input.n())
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(input.n())
         fig, ax = plt.subplots()
         ax.hist(x, bins=30, density=True)
         return fig

shiny/api-examples/input_action_link/app-express.py

@@ -13,7 +13,7 @@
 # the slider is changed
 @reactive.event(input.go, ignore_none=False)
 def plot():
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(input.n())
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(input.n())
     fig, ax = plt.subplots()
     ax.hist(x, bins=30, density=True)
     return fig

shiny/api-examples/input_dark_mode/app-core.py

@@ -45,7 +45,7 @@ def _():
 
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/input_dark_mode/app-express.py

@@ -13,7 +13,7 @@
 
         @render.plot(alt="A histogram")
         def plot() -> object:
-            x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+            x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
             fig, ax = plt.subplots()
             ax.hist(x, input.n(), density=True)

shiny/api-examples/input_slider/app-core.py

@@ -12,7 +12,7 @@
 def server(input: Inputs, output: Outputs, session: Session):
     @render.plot
     def distPlot():
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.obs(), density=True)

shiny/api-examples/input_slider/app-express.py

@@ -8,7 +8,7 @@
 
 @render.plot
 def distPlot():
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
     fig, ax = plt.subplots()
     ax.hist(x, input.obs(), density=True)

shiny/api-examples/isolate/app-core.py

@@ -18,7 +18,9 @@ def plot():
 
         # ...but don't take a reactive dependency on the slider
         with reactive.isolate():
-            x = 100 + 15 * np.random.default_rng(seed=19680801).randn(input.n())
+            x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(
+                input.n()
+            )
 
         fig, ax = plt.subplots()
         ax.hist(x, bins=30, density=True)

shiny/api-examples/isolate/app-express.py

@@ -15,7 +15,7 @@ def plot():
 
     # ...but don't take a reactive dependency on the slider
     with reactive.isolate():
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(input.n())
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(input.n())
 
     fig, ax = plt.subplots()
     ax.hist(x, bins=30, density=True)

shiny/api-examples/layout_sidebar/app-core.py

@@ -16,7 +16,7 @@
 def server(input: Inputs, output: Outputs, session: Session):
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/layout_sidebar/app-express.py

@@ -9,7 +9,7 @@
 
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/output_plot/app-core.py

@@ -14,7 +14,7 @@
 def server(input: Inputs, output: Outputs, session: Session):
     @render.plot
     def p():
-        x_rand = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x_rand = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
         fig, ax = plt.subplots()
         ax.hist(x_rand, int(input.n()), density=True)
         return fig

shiny/api-examples/output_plot/app-express.py

@@ -8,7 +8,7 @@
 
 @render.plot
 def p():
-    x_rand = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+    x_rand = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
     fig, ax = plt.subplots()
     ax.hist(x_rand, int(input.n()), density=True)
     return fig

shiny/api-examples/page_fixed/app-core.py

@@ -18,7 +18,7 @@
 def server(input: Inputs, output: Outputs, session: Session):
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/page_fixed/app-express.py

@@ -12,7 +12,7 @@
 
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/page_fluid/app-core.py

@@ -16,7 +16,7 @@
 def server(input: Inputs, output: Outputs, session: Session):
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/page_fluid/app-express.py

@@ -12,7 +12,7 @@
 
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/page_sidebar/app-core.py

@@ -16,7 +16,7 @@
 def server(input: Inputs, output: Outputs, session: Session):
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)

shiny/api-examples/page_sidebar/app-express.py

@@ -9,7 +9,7 @@
 
 @render.plot(alt="A histogram")
 def plot() -> object:
-    x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+    x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
     fig, ax = plt.subplots()
     ax.hist(x, input.n(), density=True)

shiny/api-examples/row/app-core.py

@@ -14,7 +14,7 @@
 def server(input: Inputs, output: Outputs, session: Session):
     @render.plot(alt="A histogram")
     def plot() -> object:
-        x = 100 + 15 * np.random.default_rng(seed=19680801).randn(437)
+        x = 100 + 15 * np.random.default_rng(seed=19680801).standard_normal(437)
 
         fig, ax = plt.subplots()
         ax.hist(x, input.n(), density=True)