genetic-algorithms

There are 19 repositories under genetic-algorithms topic.

• ssusnic / Machine-Learning-Flappy-Bird

  Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

  machine-learningflappy-birdgenetic-algorithmmachine-learning-algorithmartificial-intelligenceneuroevolutionai-tutorialaiartificial-evolutiongame-programminghtml5javascriptphaserphaser-tutorialmachinelearningmachine-intelligenceneural-networksneural-networkgenetic-algorithmsflappybird
  Language:JavaScript 1831

• giacomelli / GeneticSharp

  GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).

  genetic-algorithmsartificial-intelligencec-sharpdotnetdotnet-coredotnet-standardgenetic-algorithmunity3ddotnet6
  Language:C# 1335

• handcraftsman / GeneticAlgorithmsWithPython

  source code from the book Genetic Algorithms with Python by Clinton Sheppard

  genetic-algorithmspythonpython3
  Language:Python 1224

• primaryobjects / AI-Programmer

  Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149

  genetic-algorithmsc-sharpfitness-scoreaiartificial-intelligencegenetic-algorithmgenetic-programmingprogramming-languagegenomeprogram-synthesis
  Language:C# 1096

• ShprAlex / SproutLife

  Evolving version of Conway’s Game of Life.

  evolutiongame-of-lifegenetic-algorithmslife
  Language:Java 577

• Evolutionary-Intelligence / pypop

  [CCF-A] PyPop7: A Pure-Python Library for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* variants (including evolutionary algorithms, swarm-based randomized optimizers, pattern search, and even random search). [https://jmlr.org/papers/v25/23-0386.html] (Its Planned Extensions: PyCoPop7, PyNoPop7, PyPop77, and PyMePop7)

  black-box-optimizationconsensus-based-optimizationcontinuous-optimizationderivative-free-optimizationdifferential-evolutiondirect-searchestimation-of-distribution-algorithmsevolution-strategiesevolutionary-algorithmsgenetic-algorithmsglobal-optimizationgradient-free-optimizationlarge-scale-optimizationnonlinear-optimizationnumerical-optimizationoptimization-algorithmsparticle-swarm-optimizationpopulation-based-optimizationrandom-searchzeroth-order-optimization
  Language:Python 234

• Alro10 / awesome-deep-neuroevolution

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

  awesomedeep-neural-networksdeep-neuroevolutiondeep-reinforcement-learningevolution-strategiesevolutionary-algorithmsgenetic-algorithmsneuroevolution
  225

• davecom / ClassicComputerScienceProblemsInSwift

  Source Code for the Book Classic Computer Science Problems in Swift

  bookcomputer-scienceconstraint-satisfaction-problemgenetic-algorithmsgraph-algorithmsk-meansmanningneural-networksearch-algorithmsswift
  Language:Swift 195

• afourmy / pyTSP

  A 2D/3D visualization of the Traveling Salesman Problem main heuristics

  travelling-salesman-problemgenetic-algorithmheuristicsflaskflask-socketiolinear-programminggenetic-algorithmsgiswebglalgorithm-visualisationleafletjsopenstreetmap3d-visualization
  Language:Python 169

• soypat / mu8

  Genetic algorithm for unsupervised machine learning in Go.

  genetic-algorithmmachine-learningalgorithmgo-genericsgolang-genericsgenetic-algorithmsisland-modeloptimizationoptimization-algorithmsunsupervised-machine-learninggogolangevolutionary-algorithm
  Language:Go 124

• tlemo / darwin

  Evolutionary Algorithms Framework

  aimlneuroevolutionevolutionary-algorithmsevolutiongenetic-algorithmsgenetic-programming
  Language:C++ 111

• ddehueck / pytorch-neat

  A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm

  neuroevolutionpytorchneatneural-networksgenetic-algorithms
  Language:Python 109

• Eric-Bradford / TS-EMO

  This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).

  bayesian-optimizationmachine-learningblack-box-optimizationgaussian-processesmatlabexpensive-to-evaluate-functionskrigingsurrogate-based-optimizationthompson-samplingspectral-samplinggenetic-algorithmsmulti-objective-optimization
  Language:MATLAB 102

• rogerallen / tweegeemee

  Twitter Genetic Algorithm Imagery

  clojureherokutwitterimagerygenerative-artgenetic-algorithms
  Language:Clojure 95

• EC-KitY / EC-KitY

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

  evolutionary-algorithmsevolutionary-computationgenetic-algorithmsgenetic-programmingmachine-learningpythonscikit-learnsymbolic-regressionsklearn
  Language:Python 93
• slitherin

  gsurma / slitherin

  AI research environment for the game of Snake 🐍 .

  openaiopenai-gymgymrequests-for-researchpythonpython27snake-gamesnakeslitherin-gymairldnnbfsdfsmonte-carlolongest-pathhamiltoniangenetic-algorithmgenetic-algorithms
  Language:Python 90

• gmontamat / gentun

  Hyperparameter tuning for machine learning models using a distributed genetic algorithm

  genetic-algorithmhyperparameter-tuningmachine-learningxgboostmaster-workerhyperparameter-optimizationgrid-searchkerasconvolutional-neural-networksgenetic-algorithmsgene-encodingdistributed-algorithmcross-validationdistributed-genetic-algorithmscikit-learntensorflow
  Language:Python 89

• rameziophobia / Travelling_Salesman_Optimization

  Python implementation for TSP using Genetic Algorithms, Simulated Annealing, PSO (Particle Swarm Optimization), Dynamic Programming, Brute Force, Greedy and Divide and Conquer

  particle-swarm-optimizationgenetic-algorithmspsotspalgorithmsvisualizationstravelling-salesman-problemsimulated-annealing
  Language:Python 80

• jeffheaton / mergelife

  Evolve complex cellular automata with a genetic algorithm.

  cellular-automatongenetic-algorithmscomputer-vision
  Language:Python 78

• IdreesInc / TetNet

  TetNet is an application that uses genetic algorithms to create an evolving Tetris AI.

  aigenetic-algorithmsjavascripttetris
  Language:JavaScript 71

• lhalsey / BlazorAI

  A Blazor web app developed to explore the use of Genetic Algorithms for solving problems.

  blazorartificial-intelligencec-sharpdotnetgenetic-algorithmgenetic-algorithmsmachine-learning
  Language:C# 62

• albert-espin / knapsack-packing

  Evolutionary Algorithm for the 2D Packing Problem combined with the 0/1 Knapsack Problem (Master Thesis)

  knapsack-problemevolutionary-algorithmknapsack-packingalgorithmalgorithmspackingpacking-algorithmknapsackknapsack01irregular-packinggenetic-algorithmgenetic-algorithmspolygons2d-packingpythongeometricevolutionaryartificial-intelligenceoptimizationoptimization-algorithms
  Language:Python 60

• sharma-n / global_optimization

  Heuristic global optimization algorithms in Python

  global-optimizationsimulated-annealinggenetic-algorithmsnsga-iinsga2travelling-salesman-problempathfindingheuristic-optimizationvehicle-routing-problempythonevolutiontabu-searchgenetic-algorithmddsdynamically-dimensioned-searchsurrogate-based-optimizationhyperparameter-optimizationparticle-swarm-optimizationpsoant-colony-optimization
  Language:Jupyter Notebook 56

• nmichlo / ruck

  🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning

  evolutionary-algorithmsgenetic-algorithmspython3pythonraylibmultiprocessingnsga-iinumbanumpymultiobjective-optimization
  Language:Python 53
• EasyGA

  danielwilczak101 / EasyGA

  EasyGA is a python package designed to provide an easy-to-use Genetic Algorithm. The package is designed to work right out of the box, while also allowing the user to customize features as they see fit.

  genetic-algorithmspythonpython3
  Language:Python 49

• Nikronic / Optimized-MDVRP

  "Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.

  genetic-algorithmsmulti-objective-optimizationevolutionary-algorithmsmulti-depotsmdvrp
  Language:Python 49

• jaredthecoder / BioPy

  Biologically-Inspired and Machine Learning Algorithms written in Python

  neural-networkpythonbiologygenetic-algorithmsself-organizationback-propagationhopfield-networkalgorithm
  Language:Python 47

• lucidrains / mind-evolution

  Implementation of Mind Evolution, Evolving Deeper LLM Thinking, from Deepmind

  artificial-intelligencedeep-learninggenetic-algorithmstransformersevolutionary-algorithms
  Language:Python 47
• geneticalgorithm2-6.8.7

  PasaOpasen / geneticalgorithm2-6.8.7

  Supported highly optimized and flexible genetic algorithm package for python3.8+

  evolutionevolutionary-algorithmsgenetic-algorithmgenetic-algorithm-frameworkgenetic-algorithmsgenetic-optimization-algorithmoptimizationoptimization-algorithmspypi-packagepython-3
  Language:Python 43

• dadukhankevin / Finch

  🐤The next evolution of evolution.

  artificial-intelligenceevolutionary-algorithmsgenetic-algorithmgenetic-algorithmskeraspython3
  Language:Python 38

• robertjankowski / ga-openai-gym

  Usage of genetic algorithms to train a neural network in multiple OpenAI gym environments.

  genetic-algorithmopenai-gymneural-networksdeep-learningpytorchbipedalwalkercartpole-v0neural-networkcnngenetic-algorithms
  Language:Python 38

• lucidrains / firefly-torch

  Exploration into the Firefly algorithm in Pytorch

  firefliesswarm-intelligencegenetic-algorithmsdifferential-evolution
  Language:Python 36
• vita

  morinim / vita

  Vita - Genetic Programming Framework

  genetic-programminggenetic-algorithmsdifferential-evolutionclassificationsymbolic-regressionmachine-learningartificial-intelligencecppsoftware-agentsevolutionary-algorithmscpp17
  Language:C++ 36

• aimclub / SAMPO

  Open-source framework for adaptive manufacturing processes scheduling

  artificial-intelligencegenetic-algorithmsmetaheuristic-optimisationmultiagent-planningmulticriteria-optimizationoptimizationstructure-optimization
  Language:Jupyter Notebook 34

• mtarek97 / Timetable-Generator

  An automated time table generator using genetic algorithms in java.

  genetic-algorithmsjavajavafx-application
  Language:Java 34
• GASchedule.cs

  mcychan / GASchedule.cs

  Making a Class Schedule Using a Genetic Algorithm

  genetic-algorithmgenetic-algorithmsschedulengransga-iiamga2nsga-iiinsga3levy-flights
  Language:C# 33