Neuroevolution Python Packages

neat-python

Python implementation of the NEAT neuroevolution algorithm

esquilax

JAX Multi-Agent RL, Neuro-Evolution, and A-Life Library

xcsf

XCSF learning classifier system: rule-based evolutionary machine learning

abrain

ES-HyperNEAT Python implementation with C++ computations for NeuroEvolution, Reinforcement Learning and VfMRI

radiate

A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

evotorch

Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.

qdax

Accelerated Quality-Diversity

evox

Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.

femos

My small library for neuroevolution

nevopy

Neuroevolution framework for Python.

nevolve

Neuro-Evolution Library for Reinforcement Learning

ki

Hobbyist Library Combining Machine Learning with Heuristics, Tested Across Supervised and Reinforcement Domains

neatpy

A NEAT library in Python

neorl

NeuroEvolution Optimization with Reinforcement Learning

darwin-framework

Darwin Neuroevolution Framework

neat-python-gicminos

Fork of neat-python for small changes and maintentance. Feedback and PRs are welcome!

tinynet

A tiny neural network library

gymnasium-hardmaze

A Gymnasium-compatible reimplementation of SharpNEAT hardmaze environment

kheperax

High-performance JAX-powered simulator for robotic navigation in 2D mazes, optimized for Quality-Diversity algorithm research and benchmarking.

tfne

A modular Neuroevolution framework for Tensorflow models

gymnasium-retinatask

A Gymnasium-compatible implementation of the Left & Right Retina Problem

python-ne

Classic Neuroevolution implementation for python

evolly

Evolutionary NAS framework

neuroevolution-sandbox

A neuroevolution sandbox with NE and NEAT agents. Compatible with gym and ple with the option to add more envs.