Sparse Evolutionary Artificial Neural NetworksAlways 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 NeuroevolutionA collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
ExnnAn Elixir Evolutive Neural Network framework à la G.Sher
DarwinEvolutionary Algorithms Framework
RadiateRadiate is a parallel genetic programming engine capable of evolving solutions to many problems as well as training learning algorithms.
Super Mario NeatThis program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Neat PythonPython implementation of the NEAT neuroevolution algorithm
Factor NetworkA simple factor network implementation written by JavaScript
FlappylearningProgram learning to play Flappy Bird by machine learning (Neuroevolution)
SharpneatSharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
NEATESTNEATEST: Evolving Neural Networks Through Augmenting Topologies with Evolution Strategy Training
CerebrumCerebrum.js is a neural network library created in pure JavaScript.
NeuroEvolution-Flappy-BirdA comparison between humans, neuroevolution and multilayer perceptrons playing Flapy Bird implemented in Python
DeepHyperNEATA 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 pytorchHigh performance implementation of Deep neuroevolution in pytorch using mpi4py. Intended for use on HPC clusters
NeatronYet another NEAT implementation
evo-NEATA java implementation of NEAT(NeuroEvolution of Augmenting Topologies ) from scratch for the generation of evolving artificial neural networks. Only for educational purposes.
exactEXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM
neuro-evolutionA project on improving Neural Networks performance by using Genetic Algorithms.
Tensorflow-NeuroevolutionNeuroevolution Framework for Tensorflow 2.x focusing on modularity and high-performance. Preimplements NEAT, DeepNEAT, CoDeepNEAT, etc.
neat-pythonPython implementation of the NEAT neuroevolution algorithm
pacman-aiA.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning
apxr runA topology and parameter evolving universal learning network.
rustneatRust Neat - NeuroEvolution of Augmenting Topologies