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Top 33 neuroevolution open source projects

Sparse Evolutionary Artificial Neural Networks
Always sparse. Never dense. But never say never. A repository for the Adaptive Sparse Connectivity concept and its algorithmic instantiation, i.e. Sparse Evolutionary Training, to boost Deep Learning scalability on various aspects (e.g. memory and computational time efficiency, representation and generalization power).
Awesome Deep Neuroevolution
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
Cephalopods
Evolving squids through neuroevolution
Exnn
An Elixir Evolutive Neural Network framework à la G.Sher
Darwin
Evolutionary Algorithms Framework
Radiate
Radiate is a parallel genetic programming engine capable of evolving solutions to many problems as well as training learning algorithms.
Super Mario Neat
This program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Neat Python
Python implementation of the NEAT neuroevolution algorithm
Factor Network
A simple factor network implementation written by JavaScript
Flappylearning
Program learning to play Flappy Bird by machine learning (Neuroevolution)
Sharpneat
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
NEATEST
NEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training
Cerebrum
Cerebrum.js is a neural network library created in pure JavaScript.
DeepHyperNEAT
A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report18.pdf
es pytorch
High performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters
neat-openai-gym
NEAT for Reinforcement Learning on the OpenAI Gym
evo-NEAT
A java implementation of NEAT(NeuroEvolution of Augmenting Topologies ) from scratch for the generation of evolving artificial neural networks. Only for educational purposes.
exact
EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
neuro-evolution
A project on improving Neural Networks performance by using Genetic Algorithms.
Tensorflow-Neuroevolution
Neuroevolution Framework for Tensorflow 2.x focusing on modularity and high-performance. Preimplements NEAT, DeepNEAT, CoDeepNEAT, etc.
neat-python
Python implementation of the NEAT neuroevolution algorithm
rustneat
Rust Neat - NeuroEvolution of Augmenting Topologies
1-33 of 33 neuroevolution projects