ns265422 / ai6

Artificial Intelligence Library (based on Scientific Computing Library j6)

AI6 -- Artificial Intelligence Library (based on j6)

AI6 is a collection of algorithm for Optimization, Machine-Learning, Neural-Network.

AI6 based on Scientific Computing Library j6 .

Install

For node.js

$ npm install ai6

Module in AI6

AI6 is a collection of algorithm for Optimization, Machine-Learning, Neural-Network.

1. Optimization
   • Hill-Climbing Algorithm
   • Simulated-Annealing Algorithm
   • Genetic Algorithm
2. Machine Learning
   • KNN (K Nearest Neighbors - Classification)
   • KMean (Clustering)
   • SVM (Support Vector Machine) (derived from machine_learning.js)
3. Neural Network
   • MLP (Multilayer Perceptron) (derived from dnn.js)
   • RBM (Restricted Boltzmann Machine) (derived from dnn.js)
   • DBN (Deep Belief Network) (derived from dnn.js)
   • CRBM (Continuous Restricted Boltzmann Machine) (derived from dnn.js)
   • CDBN (Continuous Deep Belief Network) (derived from dnn.js)
   • RNN (Recurrent Neural Network) (based on neataptic.js)
   • LSTM (Convolution Neural Network) (based on neataptic.js)
   • CNN (Convolution Neural Network) (Not ready !)
4. Probability
   • Gibb's Sampling
   • Metropolis Hasting
   • EM-Algorithm (Expectation-Maximization)
5. logic
   • kb.js (Boolean Logic)
   • pkb.js (Predicate Logic)
6. Chess
   • Gomoku (五子棋)