Giter VIP home page Giter VIP logo

jwblangley / neat-ml Goto Github PK

View Code? Open in Web Editor NEW
4.0 2.0 0.0 363 KB

An implementation of the NEAT (Neuroevolution through augmenting topologies) algorithm in Java. Originally found at http://nn.cs.utexas.edu/downloads/papers/stanley.ec02.pdf

Java 100.00%
neat neuroevolution augmenting-topologies java neural-network neural-networks neural-networks-from-scratch machine-learning genetic-algorithm evolutionary-algorithms

neat-ml's Introduction

Hi ๐Ÿ‘‹, I'm James

4th Year MEng Computing Student at Imperial College London

  • ๐Ÿ”ญ Iโ€™m currently working on my individual project (dissertation)

  • ๐ŸŒฑ Iโ€™m currently learning a lot about modelling uncertainty

  • ๐Ÿ‘ฏ Iโ€™m looking to collaborate on anything and everything that sparks my interest

  • ๐Ÿ’ฌ Ask me about any of my projects! I'd love to tell you about them

  • โšก Fun fact: I'm also a hobbyist photographer! Check out my photos!

Connect with me:

jwblangley@gmail.com langers800 jwblangley langers800 jwblangley.jpg

Languages and Tools:

bash bootstrap c cplusplus css3 docker express git grafana haskell heroku html5 ionic java javascript jenkins jest kafka linux mongodb mysql nginx nodejs postgresql python pytorch react reactnative redux scikit_learn typescript unity webpack


jwblangley

jwblangley

jwblangley

jwblangley

jwblangley

neat-ml's People

Contributors

imgbotapp avatar jwblangley avatar

Stargazers

 avatar  avatar  avatar  avatar

Watchers

 avatar  avatar

neat-ml's Issues

Javadoc

Generate javadoc for library

Serialize genotypes

All for serialization and deserialization of genotypes

This allows the following:

  • Saving of evolution progress
  • Restarting of evolution
  • Saving of individual (well-performing or otherwise interesting) genotypes
  • Simulating saved individual genotypes

Library Interface

Create a neat (pun-intended) library interface that allows a very high level API for optimisation problems

Phenotypes

Create phenotype implementations of genotypes for network evaluation

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.