neuroevolution 开源项目推荐（652 个）

xviniette /FlappyLearning

Program learning to play Flappy Bird by machine learning (Neuroevolution)

EMI-Group /evox

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

ssusnic /Machine-Learning-Flappy-Bird

使用神经网络和遗传算法的Flappy Bird机器学习

CodeReclaimers /neat-python

Python implementation of the NEAT neuroevolution algorithm

MorvanZhou /Evolutionary-Algorithm

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

nnaisense /evotorch

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

brucefan1983 /GPUMD

图形处理单元分子动力学

sunrainyg /RandOpt

Official Codebase for "Neural Thickets: Diverse Task Experts Are Dense Around Pretrained Weights" (ICML 2026 Spotlight)

Lucifier129 /factor-network

A simple factor network implementation written by JavaScript

colgreen /sharpneat

SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.

EMI-Group /tensorneat

GPU-accelerated NeuroEvolution of Augmenting Topologies (NEAT)

adaptive-intelligent-robotics /QDax

Accelerated Quality-Diversity

ViciousSquid /Dosidicus

Raise a neural network as a pet - a transparent cognitive sandbox where a digital squid learns, grows, and rewires itself via Hebbian learning & Neurogenesis

dcmocanu /sparse-evolutionary-artificial-neural-networks

Always sparse. Never dense. But never say never. A Sparse Training 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).

pkalivas /radiate

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

EMI-Group /metade

MetaDE 是一个 GPU 加速的进化框架，通过元级进化优化差分进化（DE）策略。它同时支持 JAX 和 PyTorch，可动态调整变异和交叉策略，以实现高效的大规模黑盒优化。

victorqribeiro /aimAndShoot

一个神经进化游戏实验。

Alro10 /awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

shiffman /Neural-Network-p5

Deprecated! See:

jobtalle /Cephalopods

Evolving squids through neuroevolution