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GitHub topics: evolutionary-algorithms

sdsdsdsdsdsdsdsdsdsdsdsdsddsdsds/CSCI218-NEAT-AI-FlappyBird

A Python-based AI agent that learns to play Flappy Bird using the NEAT (NeuroEvolution of Augmenting Topologies) algorithm. Developed as part of a CSCI218 course project using Pygame and NEAT-Python.

Language: Python - Size: 1.11 MB - Last synced at: about 16 hours ago - Pushed at: about 17 hours ago - Stars: 0 - Forks: 0

unhindered-ec/unhindered-ec

A Rust framework supporting a variety of evolutionary computation (EC) tools

Language: Rust - Size: 2.05 MB - Last synced at: about 18 hours ago - Pushed at: about 19 hours ago - Stars: 6 - Forks: 4

morinim/ultra

Framework for Evolutionary Algorithms

Language: C++ - Size: 3.64 MB - Last synced at: about 20 hours ago - Pushed at: about 21 hours ago - Stars: 7 - Forks: 1

codelion/openevolve

Open-source implementation of AlphaEvolve

Language: Python - Size: 3.34 MB - Last synced at: about 22 hours ago - Pushed at: about 23 hours ago - Stars: 2,879 - Forks: 354

intLyc/MTO-Platform

Multitask Optimization Platform (MToP): A MATLAB Optimization Platform for Evolutionary Multitasking

Language: MATLAB - Size: 83.4 MB - Last synced at: about 24 hours ago - Pushed at: 1 day ago - Stars: 157 - Forks: 32

SorawitChok/Flappy-Bird-AI-using-GA

Language: Python - Size: 295 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

wangluchen567/CHOCCY

基于NumPy构建的启发式优化求解器<br> Chen's Heuristic Optimizer Constructed with Core numpY

Language: Python - Size: 149 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

GGasset/CudaNeatNetwork

Easy to use, Neural Network framework made from scratch in CUDA/C++, featuring LSTMs, able to train using Supervised learning and Evolution methods

Language: Cuda - Size: 757 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 1 - Forks: 0

Sepuliini/Surrogate_Classifier

Multi-objective optimization project featuring data generation for test problems, surrogate model training, and ELA feature extraction—aiming to classify which surrogates work best for given problem landscapes.

Language: Python - Size: 306 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 0 - Forks: 0

icaros-usc/pyribs

A bare-bones Python library for quality diversity optimization.

Language: Python - Size: 54 MB - Last synced at: 2 days ago - Pushed at: 2 days ago - Stars: 228 - Forks: 43

esa/pygmo2

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

Language: C++ - Size: 13.9 MB - Last synced at: 3 days ago - Pushed at: 11 months ago - Stars: 484 - Forks: 61

neuro-soup/es-torch

Evolution Strategies (OpenAI) in pytorch + distributed

Language: Python - Size: 50.8 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 5 - Forks: 0

marcolomele/covariance-adaptation

Study of the Covariance Matrix Adaptation Evolution Strategy. Applied to Model Merging of LLMs and Portfolio Optimisation using the Markowitz model. For Bocconi University's Computational Modelling Course, BSc level. Status: completed.

Language: Jupyter Notebook - Size: 3.08 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

Evolutionary-Intelligence/pypop

[JMLR (CCF-A)] PyPop7: A Pure-Python LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, etc.). [https://jmlr.org/papers/v25/23-0386.html]

Language: Python - Size: 958 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 250 - Forks: 39

AtiHn/ga_sum_of_squares

A Python implementation of a genetic algorithm to minimize the sum of squares function, demonstrating evolutionary optimization techniques.

Language: Python - Size: 21.5 KB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 0 - Forks: 0

EvoLib/evo-lib

EvoLib: A modular Python framework for evolutionary computation

Language: Python - Size: 5.95 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 0 - Forks: 0

ahmedfgad/GeneticAlgorithmPython

Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).

Language: Python - Size: 20.4 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 2,053 - Forks: 482

aimclub/FEDOT

Automated modeling and machine learning framework FEDOT

Language: Python - Size: 225 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 675 - Forks: 87

esa/pagmo2

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

Language: C++ - Size: 58.3 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 877 - Forks: 166

pkalivas/radiate

A fast and flexible evolution engine for implementing artificial evolution and genetic programming techniques

Language: Rust - Size: 5.43 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 175 - Forks: 15

cicirello/chips-n-salsa-examples

Example programs for usage of the Chips-n-Salsa library

Language: Java - Size: 336 KB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 4 - Forks: 0

luiswirth/corgis

Evolving intelligent agents. Artificial life.

Language: Rust - Size: 6.29 MB - Last synced at: 2 days ago - Pushed at: about 4 years ago - Stars: 4 - Forks: 0

EMI-Group/evomo

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

Language: Python - Size: 999 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 90 - Forks: 9

MetaEvo/MetaBox

MetaBox: Benchmarking Platform for Meta-Black-Box Optimization

Language: Python - Size: 437 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 138 - Forks: 15

aimclub/GEFEST

Toolbox for the generative design of geometrically-encoded physical objects using numerical modelling and evolutionary optimization

Language: Python - Size: 111 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 61 - Forks: 10

AgileRL/AgileRL

Streamlining reinforcement learning with RLOps. State-of-the-art RL algorithms and tools.

Language: Python - Size: 60.9 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 784 - Forks: 65

WebFuzzing/EvoMaster

The first open-source AI-driven tool for automatically generating system-level test cases (also known as fuzzing) for web/enterprise applications. Currently targeting whitebox and blackbox testing of Web APIs, like REST, GraphQL and RPC (e.g., gRPC and Thrift).

Language: Kotlin - Size: 264 MB - Last synced at: 4 days ago - Pushed at: 5 days ago - Stars: 577 - Forks: 94

MilesCranmer/PySR

High-Performance Symbolic Regression in Python and Julia

Language: Python - Size: 5.21 MB - Last synced at: 7 days ago - Pushed at: 15 days ago - Stars: 2,887 - Forks: 260

kahypar/kahypar

KaHyPar (Karlsruhe Hypergraph Partitioning) is a multilevel hypergraph partitioning framework providing direct k-way and recursive bisection based partitioning algorithms that compute solutions of very high quality.

Language: C++ - Size: 133 MB - Last synced at: 4 days ago - Pushed at: 21 days ago - Stars: 474 - Forks: 96

Charly21r/Evolutionary-algorithms-for-neural-networks

Exploring the use of Evolutionary Algorithms to train neural networks

Language: Jupyter Notebook - Size: 152 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

MilesCranmer/SymbolicRegression.jl

Distributed High-Performance Symbolic Regression in Julia

Language: Julia - Size: 22.8 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 706 - Forks: 108

pedbrgs/PyCCEA

A Python package of cooperative co-evolutionary algorithms for feature selection in high-dimensional data.

Language: Python - Size: 173 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 13 - Forks: 2

benitezfj/maofs

Many Objective Feature Selection for Intrusion Detection Systems

Language: Python - Size: 104 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

google/vizier

Python-based research interface for blackbox and hyperparameter optimization, based on the internal Google Vizier Service.

Language: Python - Size: 4.69 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1,568 - Forks: 101

jg2kpy/tfg-test

Pruebas para mi TFG

Language: Jupyter Notebook - Size: 5.24 MB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

rh12503/triangula

Generate high-quality triangulated and polygonal art from images.

Language: Go - Size: 28.2 MB - Last synced at: 9 days ago - Pushed at: almost 4 years ago - Stars: 3,862 - Forks: 124

7zaa/IEEE-Congress-on-Evolutionary-Computation-Benchmark-functions-suite

This repositories include the IEEE Congress on Evolutionary Computation Benchmark functions suite (IEEE CEC 2014 2017 2020 2022). You can use the untitled.m to form a figure of the benchmark function.

Language: C++ - Size: 6.63 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 5 - Forks: 1

kumiori/irrevolutions

Computing Irreversible Evolutions

Language: Jupyter Notebook - Size: 169 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 14 - Forks: 6

jcbachmann/blending-evaluation

Evaluation scripts for blending-simulation

Language: Python - Size: 477 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 1 - Forks: 0

EMI-Group/evox

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

Language: Python - Size: 42.6 MB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 654 - Forks: 95

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.

Language: Python - Size: 366 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 51 - Forks: 6

AmanPriyanshu/GeneticPromptLab

GeneticPromptLab uses genetic algorithms for automated prompt engineering (for LLMs), enhancing quality and diversity through iterative selection, crossover, and mutation, while efficiently exploring minimal yet diverse samples from the training set.

Language: Python - Size: 11.3 MB - Last synced at: 1 day ago - Pushed at: about 1 year ago - Stars: 23 - Forks: 1

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.

Size: 192 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 138 - Forks: 34

ali-shihab/metaheuristic-swarm-optimiser

An Adaptive Strategy Particle Swarm Optimiser for CNN Training

Language: Jupyter Notebook - Size: 11.5 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

firefly-cpp/NiaARM

A minimalistic framework for Numerical Association Rule Mining

Language: Python - Size: 44 MB - Last synced at: 4 days ago - Pushed at: 12 days ago - Stars: 17 - Forks: 9

tommasomncttn/mergenetic

Flexible library for merging large language models (LLMs) via evolutionary optimization (ACL 2025 Demo).

Language: Jupyter Notebook - Size: 4.13 MB - Last synced at: 12 days ago - Pushed at: about 1 month ago - Stars: 46 - Forks: 1

shanefostersmith/Platypus-Type-Extensions

A suite of variable types and operators that extend the Platypus multi-objective optimization library (https://github.com/Project-Platypus/Platypus)

Language: Python - Size: 58.2 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 0 - Forks: 0

nnaisense/evotorch

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

Language: Python - Size: 49.9 MB - Last synced at: 13 days ago - Pushed at: about 2 months ago - Stars: 1,064 - Forks: 71

ahmedkhalf/Circle-Evolution

Evolutionary Art Using Circles in Python

Language: Python - Size: 493 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 357 - Forks: 46

jenetics/jenetics

Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization

Language: Java - Size: 81.6 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 868 - Forks: 157

pssnyder/DotAI

This program simulates the training of an AI-driven "dot" to reach a goal while avoiding obstacles. It uses either Genetic Algorithms or Reinforcement Learning to evolve or train the dot's behavior, showcasing real-time learning and performance metrics.

Language: Python - Size: 28.3 KB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

xcsf-dev/xcsf

XCSF learning classifier system: rule-based online evolutionary machine learning

Language: C - Size: 49 MB - Last synced at: about 12 hours ago - Pushed at: about 13 hours ago - Stars: 35 - Forks: 13

zarifikram/EGFN

Evolution guided generative flow networks

Language: Python - Size: 15.9 MB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 7 - Forks: 1

Gaius10/evolution.php

Um sistema de IA evolutiva em php pq sim

Language: PHP - Size: 7.81 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

cad-polito-it/byron

An evolutionary source-code fuzzer

Language: Jupyter Notebook - Size: 18.4 MB - Last synced at: 3 days ago - Pushed at: 2 months ago - Stars: 12 - Forks: 1

hybtli/malware-detection-genetic-optimization

Genetic Algorithm Optimization for Malware Detection and Classification

Language: Jupyter Notebook - Size: 16.6 KB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 0 - Forks: 0

innoave/genevo

Execute genetic algorithm (GA) simulations in a customizable and extensible way.

Language: Rust - Size: 309 KB - Last synced at: 3 days ago - Pushed at: over 1 year ago - Stars: 182 - Forks: 29

kribo852/GeneticFramework

A small framework for running genetic algorithms on arbitrary problems

Language: Java - Size: 60.5 KB - Last synced at: 20 days ago - Pushed at: 21 days ago - Stars: 0 - Forks: 0

DataCanvasIO/Hypernets

A General Automated Machine Learning framework to simplify the development of End-to-end AutoML toolkits in specific domains.

Language: Python - Size: 17.8 MB - Last synced at: 6 days ago - Pushed at: 3 months ago - Stars: 265 - Forks: 40

malthee/evolutionary-diffusion

Applying Evolutionary Computing to Diffusion Models

Language: Jupyter Notebook - Size: 85.1 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 10 - Forks: 2

godon-dev/godon

(ancient german = improving, rearranging, rendering benign)

Language: Python - Size: 3.19 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 2 - Forks: 0

seanwalton/mixed-initiative-procedural-dungeon-designer

A unity3d tool which designs dungeon maps based on a level designer's preferences

Language: C# - Size: 1.9 MB - Last synced at: 8 days ago - Pushed at: almost 4 years ago - Stars: 7 - Forks: 0

michaelvaillant/genelife

An advanced implementation of Conway's "Game of Life," enhanced with a genome system that adds evolutionary dynamics and movement to cells.

Language: JavaScript - Size: 2.59 MB - Last synced at: 24 days ago - Pushed at: 24 days ago - Stars: 0 - Forks: 0

rmsolgi/geneticalgorithm

Genetic Algorithm Package for Python

Language: Python - Size: 403 KB - Last synced at: 24 days ago - Pushed at: almost 4 years ago - Stars: 259 - Forks: 78

ITIS-Enrico-Fermi/PlanarEvolvedAntenna

2-dimensional planar antenna optimized with genetic algorithms.

Language: Python - Size: 1.08 MB - Last synced at: 7 days ago - Pushed at: about 2 years ago - Stars: 8 - Forks: 2

rodrigo-arenas/Sklearn-genetic-opt

ML hyperparameters tuning and features selection, using evolutionary algorithms.

Language: Python - Size: 124 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 339 - Forks: 82

sherstpasha/thefittest

Implementation of data mining methods that use evolutionary algorithms

Language: Python - Size: 47.2 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 49 - Forks: 0

thieu1995/EvoRBF

EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks

Language: Python - Size: 4.01 MB - Last synced at: 26 days ago - Pushed at: 26 days ago - Stars: 7 - Forks: 1

lamda-bbo/BBOPlace-Bench

Official implementation of paper "BBOPlace-Bench: Benchmarking Black-Box Optimization for Chip Placement".

Language: Python - Size: 60.5 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 7 - Forks: 3

cuixing158/evolutionary-algorithms

Some Recent Evolutionary Algorithms in MATLAB

Language: MATLAB - Size: 323 KB - Last synced at: 13 days ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

aimclub/Fedot.Industrial

Python framework for automated time series classification, regression and forecasting

Language: Python - Size: 404 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 88 - Forks: 9

EMI-Group/evoxbench

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

Language: Python - Size: 1.74 MB - Last synced at: 26 days ago - Pushed at: 4 months ago - Stars: 124 - Forks: 17

Alro10/awesome-deep-neuroevolution

A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)

Size: 989 KB - Last synced at: 18 days ago - Pushed at: about 4 years ago - Stars: 222 - Forks: 35

EC-KitY/EC-KitY

EC-KitY: A scikit-learn-compatible Python tool kit for doing evolutionary computation.

Language: Python - Size: 4.88 MB - Last synced at: 4 days ago - Pushed at: 5 months ago - Stars: 94 - Forks: 18

s-litvin/neuro-js

Another one implementation of neural network algorithm with backpropagation learning.

Language: JavaScript - Size: 1.55 MB - Last synced at: 30 days ago - Pushed at: 30 days ago - Stars: 4 - Forks: 0

tommygrammar/Batched-Coherent-Entropy-Guided-Optimizer

A hybrid optimizer that combines information-theoretic entropy minimization, Bayesian variational updates, and hierarchical clustering to achieve ultra-fast, deterministic convergence on black-box objectives.

Language: Python - Size: 9.77 KB - Last synced at: 13 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

j-w-yun/genetic-algorithm-visualization

Hill climbing to the highest performance using an evolutionary algorithm.

Language: Python - Size: 40.7 MB - Last synced at: 8 days ago - Pushed at: over 7 years ago - Stars: 13 - Forks: 2

Helmholtz-AI-Energy/propulate

Propulate is an asynchronous population-based optimization algorithm and software package for global optimization and hyperparameter search on high-performance computers.

Language: Python - Size: 8.17 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 39 - Forks: 7

nomuramasahir0/cma-learning-rate-adaptation

(GECCO2023 Best Paper Nomination & ACM TELO) CMA-ES with Learning Rate Adaptation

Language: Python - Size: 2.22 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 0

travisdesell/exact

EXONA: The Evolutionary eXploration of Neural Networks Framework -- EXACT, EXALT and EXAMM

Language: C++ - Size: 857 MB - Last synced at: 12 days ago - Pushed at: 12 days ago - Stars: 59 - Forks: 20

mlr-org/mlr3fselect

Feature selection package of the mlr3 ecosystem.

Language: R - Size: 14.1 MB - Last synced at: 27 days ago - Pushed at: 28 days ago - Stars: 27 - Forks: 4

7ossam81/EvoloPy

EvoloPy toolbox provides classical and recent nature-inspired metaheuristic for the global optimization.

Language: Python - Size: 477 KB - Last synced at: 21 days ago - Pushed at: 2 months ago - Stars: 472 - Forks: 238

wildart/Evolutionary.jl

Evolutionary & genetic algorithms for Julia

Language: Julia - Size: 1.6 MB - Last synced at: 6 days ago - Pushed at: about 2 years ago - Stars: 340 - Forks: 59

sshkhr/Practical_RL

My solutions to Yandex Practical Reinforcement Learning course in PyTorch and Tensorflow

Language: Jupyter Notebook - Size: 9.91 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 54 - Forks: 25

BIMK/PlatEMO

Evolutionary multi-objective optimization platform

Language: MATLAB - Size: 103 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 1,834 - Forks: 491

ksavill/Genetic-Flappy-AI

GeneticFlapAI is an interactive project that demonstrates how genetic algorithms can evolve neural network controllers for game agents. Follow along as populations of Flappy Bird–style agents adapt and improve through mutation and crossover over successive generations.

Language: Python - Size: 23.4 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

pablormier/yabox

Yet another black-box optimization library for Python

Language: Jupyter Notebook - Size: 1.58 MB - Last synced at: 9 days ago - Pushed at: over 2 years ago - Stars: 137 - Forks: 16

x66ccff/SymbolicRegressionGPU.jl Fork of MilesCranmer/SymbolicRegression.jl

PSRN (Parallel Symbolic Regression Network) enhanced SymbolicRegression.jl via fast, large-scale parallel symbolic evaluations on GPUs

Language: Julia - Size: 19.3 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 7 - Forks: 1

lucidrains/transformer-directed-evolution

Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster

Language: Python - Size: 35.2 KB - Last synced at: 9 days ago - Pushed at: about 1 month ago - Stars: 70 - Forks: 0

ami-iit/paper_bergonti_2024_icra_codesign-morphing-drones

Supplementary Material "Co-Design Optimisation of Morphing Topology and Control of Winged Drones" published in IEEE 2024 International Conference on Robotics and Automation (ICRA)

Language: Python - Size: 33.4 MB - Last synced at: 9 days ago - Pushed at: 7 months ago - Stars: 17 - Forks: 1

thomasWeise/moptipy

Implementation of metaheuristic optimization methods in Python for scientific, industrial, and educational scenarios. Experiments can be executed in parallel or in a distributed fashion. Experimental results can be evaluated in various ways, including diagrams, tables, and export to Excel.

Language: Python - Size: 7.09 MB - Last synced at: 5 days ago - Pushed at: about 1 month ago - Stars: 24 - Forks: 2

madvn/stochsearch

Stochastic search algorithms using python multiprocessing

Language: Python - Size: 48.8 KB - Last synced at: 6 days ago - Pushed at: about 6 years ago - Stars: 11 - Forks: 6

dadukhankevin/Finch

🐤The next evolution of evolution.

Language: Python - Size: 1.21 MB - Last synced at: 11 days ago - Pushed at: about 1 month ago - Stars: 39 - Forks: 3

JRaposo151/Evolutionary-Robotics-with-GE

Evolutionary Robotics with Gramatical Evolution for Dissertation

Language: Python - Size: 11 MB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 1 - Forks: 0

adityathebe/evolutionSimulator

Evolution Simulator with Box2D

Language: JavaScript - Size: 1.41 MB - Last synced at: 2 days ago - Pushed at: over 5 years ago - Stars: 163 - Forks: 18

shyamsaktawat/OpenAlpha_Evolve

OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.

Language: Python - Size: 204 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 694 - Forks: 109

TylerMommsen/text-target-ga

Genetic Algorithm Evolving To Solve a Phrase

Language: JavaScript - Size: 15.6 KB - Last synced at: 7 days ago - Pushed at: 10 months ago - Stars: 2 - Forks: 1

electricalgorithm/ClassicGeneticAlgorithm4PID

cga4pid - Classic Genetic Algorithm by Elite Selection Method implementation for PID tuning of plants.

Language: MATLAB - Size: 2.41 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 4 - Forks: 1

TikyXu/AME-GAN

Adaptive Multiobjective Evolutionary Generative Adversarial Network for Metaverse Network Intrusion Detection

Language: Python - Size: 146 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

kmaeda16/libRCGA

libRCGA is a C library for real-coded genetic algorithms (RCGAs).

Language: C - Size: 37.1 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

Related Keywords
evolutionary-algorithms 1,405 genetic-algorithm 472 python 217 optimization 181 machine-learning 180 evolutionary-computation 155 artificial-intelligence 137 optimization-algorithms 130 genetic-algorithms 95 evolutionary-algorithm 90 neural-network 80 genetic-programming 79 deep-learning 76 reinforcement-learning 71 ai 71 evolution 70 neural-networks 60 python3 52 particle-swarm-optimization 51 multi-objective-optimization 50 metaheuristics 50 differential-evolution 47 simulation 47 evolution-strategies 46 neuroevolution 45 java 43 multiobjective-optimization 37 cpp 33 pytorch 32 algorithm 31 evolutionary-strategy 30 neat 29 matlab 27 javascript 26 nsga-ii 25 swarm-intelligence 24 pygame 23 knapsack-problem 22 machine-learning-algorithms 22 mutation 20 data-science 20 deap 19 travelling-salesman-problem 18 hyperparameter-optimization 18 computational-intelligence 18 feature-selection 18 simulated-annealing 18 automl 17 evolution-simulation 17 classification 17 ant-colony-optimization 17 rust 17 algorithms 17 openai-gym 16 metaheuristic-algorithms 16 symbolic-regression 16 unity 15 crossover 15 neat-python 14 jupyter-notebook 14 black-box-optimization 14 metaheuristic-optimisation 14 robotics 14 game 14 optimization-methods 14 numpy 14 deep-neural-networks 14 pareto-front 14 tensorflow 13 neural-architecture-search 13 pso 13 unity3d 13 nature-inspired-algorithms 13 cellular-automata 13 cmaes 13 csharp 13 optimization-tools 12 deep-reinforcement-learning 12 optimisation 12 tsp 12 artificial-intelligence-algorithms 12 fuzzy-logic 12 artificial-neural-networks 12 natural-selection 11 music 11 tsp-problem 11 bayesian-optimization 10 genetic-algorithm-framework 10 gradient-descent 10 golang 10 cma-es 10 optimizer 10 neat-algorithm 10 evolutionary 10 genetic-optimization-algorithm 10 vehicle-routing-problem 9 library 9 heuristics 9 q-learning 9 gym 9