evolutionary-computation 开源项目推荐（647 个）

algorithmicsuperintelligence /openevolve

AlphaEvolve 的开源实现

EMI-Group /evox

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

nnaisense /evotorch

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

MaxHalford /eaopt

用于 Go 的进化优化库（遗传算法、粒子群优化、差分进化）

Optima-CityU /LLM4AD_Next

下一代自动算法设计平台，让自动化算法设计更易获取、更易使用

esa /pygmo2

A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.

baidu-baige /LoongFlow

LoongFlow is an expert-grade Agent framework for Loop Engineering. Through a Plan-Execute-Summary loop and structured experiential memory, it enables AI to continuously think, execute, reflect, and evolve across complex software engineering, mathematical, and machine learning tasks.

colgreen /sharpneat

SharpNEAT——神经网络进化。C# .NET Framework 项目。

EMI-Group /evogp

A GPU-accelerated library for Tree-based Genetic Programming, leveraging PyTorch and custom CUDA kernels for high-performance evolutionary computation. It supports symbolic regression, classification, and policy optimization with advanced features like multi-output trees and benchmark tools.

iwhalen /nsga-net

NSGA-Net，一种神经架构搜索算法

icaros-usc /pyribs

A bare-bones Python library for quality diversity optimization.

EMI-Group /evomo

EvoMO is a GPU-accelerated library for evolutionary multiobjective optimization (EMO)

ShuhuaGao /geppy

A framework for gene expression programming (an evolutionary algorithm) in Python

GrammaTech /sel

Programmatic modification and evaluation of software

metaevo-ai /meta-context-engineering

[ICML 2026] Meta Context Engineering via Agentic Skill Evolution

ShuhuaGao /gpFlappyBird

Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

oblivia-simplex /roper

Return Oriented Programme Evolution with ROPER

sferes2 /sferes2

A lightweight, generic C++11 framework for evolutionary computation

Evolutionary-Intelligence /SAEI-Swarm-and-Evolutionary-Intelligence

该项目在 GitHub 上没有填写描述

lmarti /nsgaiii

An implementation of NSGA-III in Python.