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algorithmicsuperintelligence / openevolve

Open-source implementation of AlphaEvolve

genetic-algorithm discovery optimize evolutionary-algorithms deepmind-lab deepmind iterative-methods genetic-algorithms evolutionary-computation alphacode distributed-evolutionary-algorithms iterative-refinement llm-inference llm-engineering llm-ensemble coding-agent alpha-evolve alphaevolve openevolve

Updated Sep 29, 2026
Python

EMI-Group / evox

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

neuroevolution pytorch gym gpu-acceleration evolutionary-algorithms multi-objective-optimization ray black-box-optimization evolutionary-computation evolutionary-strategies metaheuristics jax evolutionary-optimization derivative-free-optimization gradient-free-optimization population-based-optimization brax evolutionary-reinforcement-learinig

Updated Sep 28, 2026
Python

nnaisense / evotorch

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

python reinforcement-learning gpu optimization neuroevolution pytorch distributed artificial-intelligence neural-networks evolutionary-algorithms evolutionary-computation optimization-algorithms

Updated Sep 28, 2026
Python

MaxHalford / eaopt

Sponsor

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🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

go machine-learning optimization genetic-algorithm parallel evolutionary-algorithms differential-evolution speciation evolutionary-computation particle-swarm-optimization metaheuristics

Updated Jan 27, 2025
Go

Optima-CityU / LLM4AD_Next

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A next-generation automatic algorithm design platform, making automated algorithm design more accessible and easier to use

optimization genetic-algorithm discovery deepmind evolutionary-algorithm evolutionary-computation evolution-strategies iterative-algorithms open-loop alphacode llm llm-agents openloop alpha-evolve alphaevolve openevolve llm4ad open-evolve discovery-loop

Updated Sep 29, 2026
Python

esa / pygmo2

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

optimization parallel-computing artificial-intelligence evolutionary-algorithms meta-heuristic optimization-methods evolutionary-computation optimization-algorithms parallel-processing evolutionary-strategy multiobjective-optimization island-model stochastic-optimization meta-heuristics optimization-problem

Updated Apr 17, 2026
C++

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.

agent ai genetic-algorithm discovery optimize multi-agent evolutionary-algorithms baidu iterative-methods evolutionary-computation sota evolve iterative-refinement ai-agent llm llm-ensemble loongflow openevolve-alternative loop-engineering

Updated Apr 9, 2026
Python

colgreen / sharpneat

Sponsor

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

reinforcement-learning ai neural-network evolution neat neuroevolution neural-networks evolutionary-algorithm evolutionary-computation sharpneat

Updated Nov 16, 2025
C#

EMI-Group / evogp

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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.

cuda pytorch symbolic-regression genetic-programming gpu-acceleration evolutionary-computation