JustNeat

A js neat library for node & browser.

Description

JustNeat is a simple configurable javascript neat library for node & browser with phased pruning.

Add to static web project

Add the following script wherever you intent to use neat.

<script src="https://cdn.jsdelivr.net/gh/justjcurtis/JustNeat/browserNeat.min.js"></script>

The Neat class will then be available for you to use in your javscript files via either

const neat = new Neat($inputCount, $outputCount, $opts?)

const neat = Neat.FromJson($json)

Todo

• add unit tests

  • neat

• features

  • typescript support
  • multi-threading helpers for common training uses cases
  • more loss functions

• refactor

  • name each loss & activation function

• add documentation

  • neatNode
  • neatConnection
  • neatGenome
  • client
  • neat

References

• Evolving Neural Networks through Augmenting Topologies - Kenneth O. Stanley
• Phased Searching with NEAT:Alternating Between Complexification And Simplification - Colin D. Green