saitoxu / ml-kitchen-sink

Sample code collection of machine learning

ML Kitchen Sink

ML Kitchen Sink is a sample code collection of machine learning.

Description

The followings are all programs in this repository.

I will add a new algorithm step by step.

1. Inductive Learning
2. Q Learning
3. Ant Colony
4. Generic Algorithm
5. Neuron
6. Neural Network
7. Back Propagation
8. Convolutional and Pooling
9. CNN (Convolutional Neural Network)
10. Auto Encoder

Requirement

Only node command is required. I tested all programs by the following version for now.

$ node --version
v6.9.1

Usage

Please refer README of each algorithm.

Reference

This is inspired by this book:

機械学習と深層学習 ―C言語によるシミュレーション― (written in only Japanese)

License

MIT