Samples and demos of JavaScript Artificial Intelligence.
AI is a broad term, but it is the better I known.
The samples are for Node.js and for browser. The covered topics (Work in Progress):
- Tree Evaluation
- Neural Networks
- Genetic Algorithms
- Evolutionary Programming
- Hybrid Approach
- Machine and Deep Learning
- Decision Trees
- ConvNetJs Deep Learning
- SimpleNeuron Neural Networks
- SimpleGA Genetic Algorithms
- SimpleDT Decision Tress
- SimpleGammon Evaluation Backgammon
- Artificial Intelligence: A Modern Approach
- Computer Backgammon
- Backgammon Computer Program Beats World Champion
- Machine Learning in Action with source code
- Binding Machine Learning and node.js
- What is deep learning, and why should you care?
- ImageNet Classification with Deep Convolutional Neural Networks
- Dropout: A simple and effective way to improve neural networks
- Rectifier (neural networks)