evolutionary-computation

There are 11 repositories under evolutionary-computation topic.

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 967
MaxHalford / eaopt
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
differential-evolution evolutionary-algorithms evolutionary-computation genetic-algorithm go machine-learning metaheuristics optimization parallel particle-swarm-optimization speciation
Language:Go 874
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++ 406
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# 363
ianwhale / nsga-net
NSGA-Net, a Neural Architecture Search Algorithm
evolutionary-computation nsga-ii neural-architecture-search deep-learning auto-ml pytorch
Language:Python 253
icaros-usc / pyribs
A bare-bones Python library for quality diversity optimization.
artificial-intelligence cma-es deep-learning evolutionary-algorithms evolutionary-computation map-elites openai-gym optimization python quality-diversity
Language:Python 196
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 192
oblivia-simplex / roper
Return Oriented Programme Evolution with ROPER
rop-exploitation evolutionary-computation genetic-programming
Language:Common Lisp 168
ShuhuaGao / gpFlappyBird
Flappy Bird AI using Cartesian Genetic Programming (Evolutionary Computation)
flappy-bird-game artificial-intelligence evolutionary-computation evolution-strategies genetic-programming cartesian-genetic-programming pygame
Language:Python 168
GrammaTech / sel
Programmatic modification and evaluation of software
software-engineering source-code evolutionary-computation program-synthesis
Language:Common Lisp 161
sferes2 / sferes2
A lightweight, generic C++11 framework for evolutionary computation
evolutionary-robotics evolutionary-algorithm evolutionary-computation optimization-framework optimization-library
Language:C++ 159
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
Language:Python 138
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++ 129
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 121
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 genetic-algorithms evolutionary-strategies genetic-programming particle-swarm-optimization ant-colony-optimization evolutionary-robotics optimization-algorithms
100
moshesipper / tiny_gp
Tiny Genetic Programming in Python
genetic-algorithm evolutionary-algorithms evolutionary-computation evolutionary-algorithm evolution evolutionary genetic-programming python evolution-simulation tiny-genetic-programming genetic-programming-algorithm
Language:Python 92
EC-KitY / EC-KitY
EC-KitY is 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 81
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++ 75
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 71
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 67
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 65
evvo-labs / evvo
Solve multi-objective optimization problems with distributed evolutionary algorithms
evolution evolutionary-algorithms evolutionary-computation scala-library
Language:Scala 64
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 54
09tangriro / 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 53
fillassuncao / denser-models
convolutional-neural-networks deep-learning denser evolutionary-computation machine-learning neuroevolution
Language:Python 53
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 52
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).
artificial-intelligence optimization-algorithms metaheuristics swarm-intelligence modeling computer-science algorithms-and-data-structures optimization evolutionary-algorithms evolutionary-computation evolutionary-strategy engineering computational-intelligence
Language:MATLAB 45
ypea
smkalami / ypea
Yarpiz Evolutionary Algorithms Toolbox for MATLAB
evolutionary-computation optimization-algorithms optimization metaheuristics genetic-algorithm particle-swarm-optimization differential-evolution bees-algorithm ant-colony-optimization artificial-bee-colony cma-es covariance-matrix-adaptation evolution-strategies biogeography-based-optimization firefly-algorithm harmony-search imperialistic-competitive-algorithm simulated-annealing tlbo invasive-weed-optimization
Language:HTML 45
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).
genetic-algorithm evolutionary-algorithms evolutionary-computation evolutionary-algorithm optimization optimizer optimisation hacktoberfest hacktoberfest2019
Language:Go 44
sgonzalez / SwiftGenetics
A pure-Swift genetic algorithm library built for composition and extensibility.
genetic-algorithm-framework evolutionary-computation
Language:Swift 44
mattruzicka / evolvable
An evolutionary computation framework
evolutionary-computing evolutionary-computation evolutionary-algorithm ruby genetic-algorithm
Language:Ruby 43
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).
artificial-intelligence evolutionary-algorithms evolutionary-computation machine-learning swarm-intelligence bio-inspired-computing bio-inspired-optimization evolution-strategies evolutionary-learning evolutionary-optimization evolutionary-robotics genetic-algorithms genetic-programming neuroevolution quality-diversity
40
telmomenezes / synthetic
Symbolic Generators for Complex Networks
complex-networks complexity-analysis complex-systems networks graphs graph-algorithms evolutionary-computation evolutionary-algorithms genetic-programming artificial-intelligence computational-social-science computational-sociology bioinformatics sociology biology neuroscience machine-learning science-research python
Language:Python 40
heal-research / HeuristicLab
HeuristicLab - An environment for heuristic and evolutionary optimization
evolutionary-computation genetic-programming research symbolic-regression
Language:C# 30
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.
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 30
revuel / PatternOmatic
Finds linguistic patterns effortlessly
ai evolutionary-computation nlp
Language:Python 30