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genetic-algorithms

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codelion / openevolve

Open-source implementation of AlphaEvolve

genetic-algorithm discovery optimize evolutionary-algorithms deepmind-lab deepmind iterative-methods genetic-algorithms evolutionary-computation alphacode distributed-evolutionary-algorithms iterative-refinement llm-inference llm-engineering llm-ensemble coding-agent alpha-evolve alphaevolve openevolve

Updated Aug 30, 2025
Python

ssusnic / Machine-Learning-Flappy-Bird

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

javascript machine-learning html5 ai neural-network phaser genetic-algorithm flappy-bird neuroevolution artificial-intelligence neural-networks machinelearning game-programming genetic-algorithms flappybird phaser-tutorial machine-intelligence machine-learning-algorithm ai-tutorial artificial-evolution

Updated Dec 19, 2017
JavaScript

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).

c-sharp dotnet genetic-algorithm unity3d artificial-intelligence dotnet-core dotnet-standard genetic-algorithms dotnet6

Updated Jul 23, 2025
C#

handcraftsman / GeneticAlgorithmsWithPython

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

python python3 genetic-algorithms

Updated Oct 17, 2022
Python

primaryobjects / AI-Programmer

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

c-sharp programming-language ai genome genetic-algorithm program-synthesis artificial-intelligence genetic-programming genetic-algorithms fitness-score

Updated Jul 23, 2025
C#

ShprAlex / SproutLife

Evolving version of Conway’s Game of Life.

game-of-life life evolution genetic-algorithms

Updated Jul 17, 2022
Java

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, meta-heuristics, etc.). [https://jmlr.org/papers/v25/23-0386.html]

evolutionary-algorithms global-optimization differential-evolution genetic-algorithms black-box-optimization numerical-optimization nonlinear-optimization random-search optimization-algorithms particle-swarm-optimization evolution-strategies continuous-optimization large-scale-optimization derivative-free-optimization gradient-free-optimization zeroth-order-optimization direct-search population-based-optimization estimation-of-distribution-algorithms consensus-based-optimization

Updated Sep 1, 2025
Python

Alro10 / awesome-deep-neuroevolution

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

awesome deep-neural-networks deep-reinforcement-learning neuroevolution evolutionary-algorithms genetic-algorithms evolution-strategies deep-neuroevolution

Updated Apr 20, 2021

davecom / ClassicComputerScienceProblemsInSwift

Source Code for the Book Classic Computer Science Problems in Swift

swift computer-science neural-network graph-algorithms book constraint-satisfaction-problem k-means genetic-algorithms search-algorithms manning

Updated Mar 9, 2025
Swift

afourmy / pyTSP

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

flask webgl genetic-algorithm openstreetmap linear-programming gis flask-socketio genetic-algorithms heuristics leafletjs 3d-visualization algorithm-visualisation travelling-salesman-problem

Updated Oct 10, 2018
Python

soypat / mu8

Genetic algorithm for unsupervised machine learning in Go.

go golang machine-learning algorithm optimization genetic-algorithm genetic-algorithms evolutionary-algorithm optimization-algorithms island-model unsupervised-machine-learning go-generics golang-generics

Updated May 16, 2023
Go

tlemo / darwin

Evolutionary Algorithms Framework

ai evolution ml neuroevolution genetic-programming evolutionary-algorithms genetic-algorithms

Updated Mar 16, 2025
C++

ddehueck / pytorch-neat

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

neat neuroevolution pytorch neural-networks genetic-algorithms

Updated Jul 25, 2024
Python

Eric-Bradford / TS-EMO

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

machine-learning matlab thompson-sampling multi-objective-optimization genetic-algorithms black-box-optimization gaussian-processes bayesian-optimization kriging expensive-to-evaluate-functions surrogate-based-optimization spectral-sampling

Updated Jun 19, 2020
MATLAB

EC-KitY / EC-KitY

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

python machine-learning scikit-learn sklearn symbolic-regression genetic-programming evolutionary-algorithms genetic-algorithms evolutionary-computation

Updated Aug 30, 2025
Python

lucidrains / evolutionary-policy-optimization

Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University

reinforcement-learning deep-learning robotics evolution artificial-intelligence genetic-algorithms

Updated Aug 3, 2025
Python

rogerallen / tweegeemee

Twitter Genetic Algorithm Imagery

heroku clojure twitter generative-art genetic-algorithms imagery

Updated Aug 9, 2023
Clojure

gsurma / slitherin

AI research environment for the game of Snake 🐍 .

python ai monte-carlo genetic-algorithm openai-gym dnn openai gym snake snake-game dfs rl bfs genetic-algorithms python27 longest-path hamiltonian requests-for-research slitherin-gym

Updated Jul 9, 2021
Python

gmontamat / gentun

Hyperparameter tuning for machine learning models using a distributed genetic algorithm

machine-learning tensorflow genetic-algorithm scikit-learn keras cross-validation xgboost hyperparameter-optimization convolutional-neural-networks genetic-algorithms grid-search hyperparameter-tuning distributed-algorithm master-worker gene-encoding distributed-genetic-algorithm

Updated Sep 25, 2024
Python

jeffheaton / mergelife

Evolve complex cellular automata with a genetic algorithm.

computer-vision genetic-algorithms cellular-automaton

Updated Aug 6, 2025
Python

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