PyRank

Neuroevolution Python Packages

Python packages with the GitHub topic neuroevolution. Sorted by monthly downloads, with stars and forks.
tachsin
genoxide

Optimization for Rust and Python: genetic algorithms, CMA-ES, differential evolution, multi-objective, L-BFGS-B, Adam, MMA and more. The same results on every platform.

15K 5 1
zombie-einstein
esquilax

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

9K 15 0
pkalivas
radiate

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

9K 257 20
nnaisense
evotorch

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

7K 1K 79
CodeReclaimers
neat-python

Python implementation of the NEAT neuroevolution algorithm

6K 2K 508
kgd-al
abrain

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

5K 6 0
xcsf-dev
xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

4K 37 14
adaptive-intelligent-robotics
qdax

Accelerated Quality-Diversity

2K 360 55
EMI-Group
evox

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

1K 3K 355
estissy
femos

My small library for neuroevolution

371 0 0
StudyLabPro
magicbrain

Research platform for spiking neural networks: architecture encoded as a compact genome and grown by a developmental process, with orchestration of heterogeneous models. AGPL-3.0-only with a commercial alternative.

203 0 0
hephyrius
ki

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

153 0 0
Talendar
nevopy

Neuroevolution framework for Python.

150 33 6
reddragonnm
neatpy

A NEAT library in Python

147 14 1
kaustubholpadkar
nevolve

Neuro-Evolution Library for Reinforcement Learning

130 0 0
mradaideh
neorl

NeuroEvolution Optimization with Reinforcement Learning

124 72 18
Teaspoon-AI
gymnasium-hardmaze

A Gymnasium-compatible reimplementation of SharpNEAT hardmaze environment

102 5 0
tlemo
darwin-framework

Evolutionary Algorithms Framework

99 118 21
adaptive-intelligent-robotics
kheperax

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

81 21 3
Gicminos
neat-python-gicminos

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

79 1 0
PaulPauls
tfne

Neuroevolution Framework for Tensorflow 2.x focusing on modularity and high-performance. Preimplements NEAT, DeepNEAT, CoDeepNEAT

70 127 32
giuse
tinynet

A tiny neural network library

66 8 2
MatheusZickuhr
python-ne

Classic Neuroevolution implementation for python

61 0 0
revisorteam
evolly

Evolutionary Neural Architecture Search framework that improves performance of your DL models

53 7 0