neatjs

v0.3.1

NeuroEvolution of Augmenting Topologies (NEAT) implemented in Javascript (with tests done in Mocha for verification). Can be used as a node module or in a browser

Neural Network NN Artificial Neural Networks ANN CPPN NEAT HyperNEAT

0/weekUpdated 3 years agoMIT

Published by Paul Szerlip

npm install neatjs

Repository Homepage npm

NeuroEvolution for Augmenting Topologies (NEAT) written in Javascript (for browser or nodejs) tested using Mocha.

Library is currently in development, and is 95% well tested. Genomes are well functioning, and mutation/crossover are well defined.

Left to be tested: evolution - IEC/NSGA-II/Novelty search with local competition. These will all be created in the near future.

Another library - neat-ui will be created for using neatjs in a browser environment or a node environment with UI elements for visualization.

NPM Usage-

var neatjs = require('neatjs');

var neatGenome = neatjs.loadLibraryFile('neatjs', 'neatGenome');

//real documentation to come soon...

neatjs - npm explorer