Neural Networks Tutorial

A series of notebook to learn how Artificial Neural Networks work, with video support.

1. Neural Network principles notebook

The exercice notebook and its solution provide a first touch with the building blocks of low level neural networks.

The video is available on youtube.

05.17.19 : Another video has been added to explain matrices multiplications

2. Your first genetic algorithm

The notebooks show the creation of a genetic algorithm from scratch to answer Nicomon's Snek gym environment. The installation notebook proposes a few cells for Windows and Linux users. The solution notebook presents the full code explained.

• Gym environment and installation
  • Gym exercice
• Principles of Evolutionary algorithm
• The Neural Network
• A farm of snakes

License

License is GPL 3.0