evolutionary-computation

There are 13 repositories under evolutionary-computation topic.

algorithmicsuperintelligence / openevolve
Open-source implementation of AlphaEvolve
alphacode coding-agent deepmind deepmind-lab discovery distributed-evolutionary-algorithms evolutionary-algorithms evolutionary-computation genetic-algorithm genetic-algorithms iterative-methods iterative-refinement llm-engineering llm-ensemble llm-inference optimize alpha-evolve alphaevolve openevolve
Language:Python 4504
EMI-Group / evox
Distributed GPU-Accelerated Framework for Evolutionary Computation. Comprehensive Library of Evolutionary Algorithms & Benchmark Problems.
evolutionary-algorithms neuroevolution gpu-acceleration ray brax derivative-free-optimization evolutionary-optimization evolutionary-reinforcement-learinig gradient-free-optimization jax metaheuristics multi-objective-optimization population-based-optimization gym black-box-optimization evolutionary-computation evolutionary-strategies pytorch
Language:Python 1434
nnaisense / evotorch
Advanced evolutionary computation library built directly on top of PyTorch, created at NNAISENSE.
artificial-intelligence evolutionary-computation neural-networks optimization-algorithms distributed gpu python pytorch optimization reinforcement-learning evolutionary-algorithms neuroevolution
Language:Python 1100
MaxHalford / eaopt
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
go optimization parallel machine-learning genetic-algorithm speciation evolutionary-algorithms evolutionary-computation particle-swarm-optimization differential-evolution metaheuristics
Language:Go 904
esa / pygmo2
A Python platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-problem evolutionary-algorithms multiobjective-optimization stochastic-optimization island-model parallel-computing parallel-processing meta-heuristic meta-heuristics evolutionary-strategy evolutionary-computation artificial-intelligence
Language:C++ 507
colgreen / sharpneat
SharpNEAT - Evolution of Neural Networks. A C# .NET Framework.
ai evolutionary-computation reinforcement-learning neural-network neat sharpneat evolution evolutionary-algorithm neuroevolution neural-networks
Language:C# 410
ianwhale / nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
evolutionary-computation nsga-ii neural-architecture-search deep-learning auto-ml pytorch
Language:Python 275
icaros-usc / pyribs
A bare-bones Python library for quality diversity optimization.
artificial-intelligence cma-es deep-learning evolutionary-algorithms evolutionary-computation llms map-elites openai-gym optimization python quality-diversity
Language:Python 243
geppy
ShuhuaGao / geppy
A framework for gene expression programming (an evolutionary algorithm) in Python
gene-expression-programming genetic-programming evolutionary-algorithm gep symbolic-regression system-identification evolutionary-computation
Language:Python 218
GrammaTech / sel
Programmatic modification and evaluation of software
software-engineering source-code evolutionary-computation program-synthesis
Language:Common Lisp 195
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.
cuda evolutionary-computation genetic-programming gpu-acceleration pytorch symbolic-regression
Language:Python 194
ShuhuaGao / gpFlappyBird
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
artificial-intelligence cartesian-genetic-programming evolution-strategies evolutionary-computation flappy-bird-game genetic-programming pygame
Language:Python 176
oblivia-simplex / roper
Return Oriented Programme Evolution with ROPER
evolutionary-computation genetic-programming rop-exploitation
Language:Common Lisp 171
sferes2 / sferes2
A lightweight, generic C++11 framework for evolutionary computation
evolutionary-robotics evolutionary-algorithm evolutionary-computation optimization-framework optimization-library
Language:C++ 170
EMI-Group / evomo
EvoMO is a GPU-accelerated library for evolutionary multiobjective optimization (EMO)
evolutionary-algorithms evolutionary-computation gpu-acceleration gpu-computing multiobjective-optimization pytorch
Language:Python 167
Evolutionary-Intelligence / DistributedEvolutionaryComputation
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered in the current version.
evolutionary-computation evolutionary-algorithms distributed-evolutionary-algorithms parallel-evolutionary-algorithms swarm-intelligence automl swarm-robotics artificial-intelligence machine-learning distributed-artificial-intelligence nas evolutionary-strategies genetic-programming particle-swarm-optimization ant-colony-optimization evolutionary-robotics optimization-algorithms genetic-algorithm
144
evoplex / evoplex
Evoplex is a fast, robust and extensible platform for developing agent-based models and multi-agent systems on networks. It's available for Windows, Linux and macOS.
multi-agent agent graph cross-platform evolutionary-game-theory evolutionary-computation evolutionary-algorithms evolution-simulator monte-carlo-simulation agent-based-simulation agent-based-modeling agent-based-model agent-based cpp biological-simulations evoplex simulation mas abm cellular-automata
Language:C++ 142
lmarti / nsgaiii
An implementation of NSGA-III in Python.
evolutionary-algorithms evolutionary-computation many-objective-optimization multiobjective-optimization nsga-iii
Language:Jupyter Notebook 142
EMI-Group / evoxbench
Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.
evolutionary-algorithms multi-objective-optimization neural-architecture-search evolutionary-computation nasbench
Language:Python 136
korymath / talk-generator
talk-generator is capable of generating coherent slide decks based on a single topic suggestion.
python python3 funny-experiments evolutionary-computation art
Language:Python 125
moshesipper / tiny_gp
Tiny Genetic Programming in Python.
evolution evolution-simulation evolutionary evolutionary-algorithm evolutionary-algorithms evolutionary-computation genetic-algorithm genetic-programming genetic-programming-algorithm python tiny-genetic-programming
Language:Python 105
EC-KitY / EC-KitY
EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.
evolutionary-algorithms evolutionary-computation genetic-algorithms genetic-programming machine-learning python scikit-learn symbolic-regression sklearn
Language:Python 99
ebiose-ai / ebiose
Ebiose is a distributed, Darwin-style playground where AI architect agents design, test, and improve other agents.
agentic-ai ai ai-agents evolutionary-computation
Language:Python 90
MetaEvo / Awesome-MetaBBO
A collection of MetaBBO papers and code sources
black-box-optimization evolutionary-computation learning-to-optimize metabbo
89
Hintzelab / MABE
Modular Agent Based Evolution Framework
evolutionary-algorithms evolutionary-computation digital-evolution markov-brains wire-brains genetic-algorithm genetic-programming agent-based
Language:C++ 83
erp12 / pyshgp
Push Genetic Programming in Python.
genetic-programming python software-synthesis artificial-intelligence machine-learning evolutionary-algorithms evolutionary-computation programming-by-example
Language:Python 77
flxsosa / DeepHyperNEAT
A public python implementation of the DeepHyperNEAT system for evolving neural networks. Developed by Felix Sosa and Kenneth Stanley. See paper here: https://eplex.cs.ucf.edu/papers/sosa_ugrad_report18.pdf
neuroevolution evolutionary-computation evolutuonary-algorithms artificial-intelligence neural-networks evolution genetic-algorithm brain neat hyperneat deephyperneat
Language:Python 73
Chips-n-Salsa
cicirello / Chips-n-Salsa
A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms
local-search simulated-annealing hill-climbing stochastic-sampling hbss vbss randomized-heuristics metaheuristics discrete-optimization optimization permutations scheduling mutation java multithreading parallel-computing adaptive search-algorithm genetic-algorithm evolutionary-computation
Language:Java 70
evvo-labs / evvo
Solve multi-objective optimization problems with distributed evolutionary algorithms
evolution evolutionary-algorithms evolutionary-computation scala-library
Language:Scala 64
mattruzicka / evolvable
An evolutionary computation framework for Ruby
evolutionary-algorithm evolutionary-computation evolutionary-computing genetic-algorithm ruby
Language:Ruby 62
0xprofessooor / Pearl
Adaptable tools to make reinforcement learning and evolutionary computation algorithms.
python reinforcement-learning research pytorch evolutionary-computation pearl evolutionary-algorithms model-based-reinforcement-learning
Language:Python 56
Evolutionary-Intelligence / EvolutionaryComputation-A-Modern-Perspective-ECAMP
Evolutionary Computation: A Modern Perspective |<...>| This is an online book, which is free-access and actively-updated (1st Edition: from 2023 to 2027).
artificial-intelligence machine-learning evolutionary-computation artificial-life evolutionary-algorithm neuroevolution evolution-strategy genetic-algorithm genetic-programming meta-evolution quality-diversity evolutionary-robotics global-optimization
55
hecoding / Pac-Man
Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)
pac-man pacman artificial-intelligence evolutionary-computation genetic-programming grammatical-evolution multi-objective-optimization decision-trees
Language:Java 55
fillassuncao / denser-models
denser neuroevolution evolutionary-computation machine-learning deep-learning convolutional-neural-networks
Language:Python 54
moshesipper / Applied-Machine-Learning-Course
This course covers the applied side of algorithmics in machine learning, with some deep learning and evolutionary algorithms thrown in as well.
artificial-intelligence course deep-learning deep-neural-networks deeplearning evolutionary-algorithm evolutionary-algorithms evolutionary-computation genetic-algorithm machine-learning machine-learning-algorithms machinelearning artificial-neural-networks genetic-programming
Language:Python 54
mohyunho / NAS_transformer
Evolutionary Neural Architecture Search on Transformers for RUL Prediction
cmapss evolutionary-algorithms evolutionary-computation neural-architecture-search ngboost predictive-maintenance prognostics prognostics-health-management remaining-useful-life-prediction rul-prediction transformer-architecture transformers
Language:Python 48