evolutionary-computation

There are 351 repositories under evolutionary-computation topic.

  • nnaisense/evotorch

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

    Language:Python979164160

  • MaxHalford/eaopt

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

    Language:Go876312298

  • esa/pygmo2

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

    Language:C++411109155

  • colgreen/sharpneat

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

    Language:C#369415295

  • ianwhale/nsga-net

    NSGA-Net, a Neural Architecture Search Algorithm

    Language:Python257152078

  • icaros-usc/pyribs

    A bare-bones Python library for quality diversity optimization.

    Language:Python2001410529
  • geppy

    ShuhuaGao/geppy

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

    Language:Python195104473

  • ShuhuaGao/gpFlappyBird

    Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)

    Language:Python17113231

  • oblivia-simplex/roper

    Return Oriented Programme Evolution with ROPER

    Language:Common Lisp16918121

  • GrammaTech/sel

    Programmatic modification and evaluation of software

    Language:Common Lisp163212221

  • sferes2/sferes2

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

    Language:C++159236436

  • EMI-Group/evox

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

    Language:Python15832728

  • 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.

    Language:C++129121922

  • korymath/talk-generator

    talk-generator is capable of generating coherent slide decks based on a single topic suggestion.

    Language:Python1228459

  • 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.

    1102033

  • moshesipper/tiny_gp

    Tiny Genetic Programming in Python

    Language:Python926236

  • EC-KitY/EC-KitY

    EC-KitY is a scikit-learn-compatible Python tool kit for doing evolutionary computation.

    Language:Python8544519

  • EMI-Group/evoxbench

    Transforming Neural Architecture Search (NAS) into multi-objective optimization problems. A benchmark suite for testing evolutionary algorithms in deep learning.

    Language:Python785716

  • Hintzelab/MABE

    Modular Agent Based Evolution Framework

    Language:C++76129123

  • 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

    Language:Python695416

  • erp12/pyshgp

    Push Genetic Programming in Python.

    Language:Python6687521

  • evvo-labs/evvo

    Solve multi-objective optimization problems with distributed evolutionary algorithms

    Language:Scala6451064

  • fillassuncao/denser-models

    Language:Python5410116

  • hecoding/Pac-Man

    Evolutionary Pac-Man bots using Grammatical Evolution and Multi-objective Optimization. Cool GUI included (Undergraduate Thesis)

    Language:Java5493516

  • 09tangriro/Pearl

    Adaptable tools to make reinforcement learning and evolutionary computation algorithms.

    Language:Python53141
  • Chips-n-Salsa

    cicirello/Chips-n-Salsa

    A Java library of Customizable, Hybridizable, Iterative, Parallel, Stochastic, and Self-Adaptive Local Search Algorithms

    Language:Java53216339
  • Harris-Hawks-Optimization-Algorithm-and-Applications

    aliasgharheidaricom/Harris-Hawks-Optimization-Algorithm-and-Applications

    Source codes for HHO paper: Harris hawks optimization: Algorithm and applications: https://www.sciencedirect.com/science/article/pii/S0167739X18313530. In this paper, a novel population-based, nature-inspired optimization paradigm is proposed, which is called Harris Hawks Optimizer (HHO).

    Language:MATLAB454012

  • sgonzalez/SwiftGenetics

    A pure-Swift genetic algorithm library built for composition and extensibility.

    Language:Swift45318
  • ypea

    smkalami/ypea

    Yarpiz Evolutionary Algorithms Toolbox for MATLAB

    Language:HTML455325

  • cpmech/goga

    Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers).

    Language:Go44909

  • mattruzicka/evolvable

    An evolutionary computation framework

    Language:Ruby42201

  • telmomenezes/synthetic

    Symbolic Generators for Complex Networks

    Language:Python42709

  • Evolutionary-Intelligence/EC-A-Modern-Perspective

    Evolutionary Computation: A Modern Perspective ---> This is a free online book, which is actively updated now (from 2023 to 2027).

    41327

  • heal-research/HeuristicLab

    HeuristicLab - An environment for heuristic and evolutionary optimization

    Language:C#32153.2k15

  • mohyunho/NAS_transformer

    Evolutionary Neural Architecture Search on Transformers for RUL Prediction

    Language:Python32216

  • moshesipper/Applied-Machine-Learning-Course

    This course covers the applied side of algorithmics in machine learning and deep learning, focusing on hands-on coding experience in Python.

    Language:Python32305