update

Author: MorvanZhou

README.md

@@ -10,19 +10,19 @@ Evolution Strategy, NEAT etc.
 All methods mentioned below have their video and text tutorial in Chinese. Visit [莫烦 Python](https://mofanpy.com/) for more.
 
 
-* [Genetic Algorithm](/tutorial-contents/Genetic%20Algorithm)
+* [Genetic Algorithm](tutorial-contents/Genetic%20Algorithm)
   * [Basic GA](tutorial-contents/Genetic%20Algorithm/Genetic%20Algorithm%20Basic.py)
   * [Match Phrase Example](tutorial-contents/Genetic%20Algorithm/Match%20Phrase.py)
   * [Travel Sales Problem](tutorial-contents/Genetic%20Algorithm/Travel%20Sales%20Person.py)
   * [Find Path Example](tutorial-contents/Genetic%20Algorithm/Find%20Path.py)
   * [Microbial GA](tutorial-contents/Genetic%20Algorithm/Microbial%20Genetic%20Algorithm.py)
-* [Evolution Strategy](/tutorial-contents/Evolution%20Strategy)
+* [Evolution Strategy](tutorial-contents/Evolution%20Strategy)
   * [Basic ES](tutorial-contents/Evolution%20Strategy/Evolution%20Strategy%20Basic.py)
   * [(1+1)-ES](tutorial-contents/Evolution%20Strategy/(1%2B1)-ES.py)
   * [Natural Evolution Strategy (NES)](tutorial-contents/Evolution%20Strategy/Natural%20Evolution%20Strategy%20(NES).py)
-* [Using Neural Nets](/tutorial-contents/Using%20Neural%20Nets)
-  * [NEAT for Supervised-Learning](/tutorial-contents/Using%20Neural%20Nets/NEAT)
-  * [NEAT for Reinforcement-Learning](/tutorial-contents/Using%20Neural%20Nets/NEAT_gym)
+* [Using Neural Nets](tutorial-contents/Using%20Neural%20Nets)
+  * [NEAT for Supervised-Learning](tutorial-contents/Using%20Neural%20Nets/NEAT)
+  * [NEAT for Reinforcement-Learning](tutorial-contents/Using%20Neural%20Nets/NEAT_gym)
   * [Distributed ES with Neural Nets (OpenAI)](tutorial-contents/Using%20Neural%20Nets/Evolution%20Strategy%20with%20Neural%20Nets.py)
 
 

tutorial-contents/Evolution Strategy/(1+1)-ES.py

@@ -1,7 +1,7 @@
 """
 (1+1)-ES with 1/5th success rule with visualization.
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import numpy as np
 import matplotlib.pyplot as plt

tutorial-contents/Evolution Strategy/Evolution Strategy Basic.py

@@ -5,7 +5,7 @@
 Here we use following term to find a maximum point.
 {n_pop/n_pop + n_kid}-ES
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import numpy as np
 import matplotlib.pyplot as plt

tutorial-contents/Evolution Strategy/Natural Evolution Strategy (NES).py

@@ -1,7 +1,7 @@
 """
 The basic idea about Nature Evolution Strategy with visualation.
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 
 Dependencies:
 Tensorflow >= r1.2

tutorial-contents/Genetic Algorithm/Find Path.py

@@ -1,7 +1,7 @@
 """
 Visualize Genetic Algorithm to find a path to the target.
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import matplotlib.pyplot as plt
 import numpy as np

tutorial-contents/Genetic Algorithm/Genetic Algorithm Basic.py

@@ -1,7 +1,7 @@
 """
 Visualize Genetic Algorithm to find a maximum point in a function.
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import numpy as np
 import matplotlib.pyplot as plt

tutorial-contents/Genetic Algorithm/Match Phrase.py

@@ -1,7 +1,7 @@
 """
 Visualize Genetic Algorithm to match the target phrase.
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import numpy as np
 

tutorial-contents/Genetic Algorithm/Microbial Genetic Algorithm.py

@@ -1,7 +1,7 @@
 """
 Visualize Microbial Genetic Algorithm to find the maximum point in a graph.
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import numpy as np
 import matplotlib.pyplot as plt

tutorial-contents/Genetic Algorithm/Travel Sales Person.py

@@ -1,7 +1,7 @@
 """
 Visualize Genetic Algorithm to find the shortest path for travel sales problem.
 
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import matplotlib.pyplot as plt
 import numpy as np

tutorial-contents/Using Neural Nets/Evolution Strategy with Neural Nets.py

@@ -3,7 +3,7 @@
 Based on this paper: Evolution Strategies as a Scalable Alternative to Reinforcement Learning
 Details can be found in : https://arxiv.org/abs/1703.03864
 
-Visit more on my tutorial site: https://morvanzhou.github.io/tutorials/
+Visit more on my tutorial site: https://mofanpy.com/tutorials/
 """
 import numpy as np
 import gym

tutorial-contents/Using Neural Nets/NEAT/run_xor.py

@@ -2,7 +2,7 @@
 Using NEAT for supervised learning. This example comes from http://neat-python.readthedocs.io/en/latest/xor_example.html
 
 The detail for NEAT can be find in : http://nn.cs.utexas.edu/downloads/papers/stanley.cec02.pdf
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 
 import os

tutorial-contents/Using Neural Nets/NEAT_gym/run_cartpole.py

@@ -2,7 +2,7 @@
 Using NEAT for reinforcement learning.
 
 The detail for NEAT can be find in : http://nn.cs.utexas.edu/downloads/papers/stanley.cec02.pdf
-Visit my tutorial website for more: https://morvanzhou.github.io/tutorials/
+Visit my tutorial website for more: https://mofanpy.com/tutorials/
 """
 import neat
 import numpy as np