genetic-algorithms

There are 21 repositories under genetic-algorithms topic.

algorithmicsuperintelligence / openevolve
Open-source implementation of AlphaEvolve
alphacode coding-agent deepmind deepmind-lab discovery distributed-evolutionary-algorithms evolutionary-algorithms evolutionary-computation genetic-algorithm genetic-algorithms iterative-methods iterative-refinement llm-engineering llm-ensemble llm-inference optimize alpha-evolve alphaevolve openevolve
Language:Python 4472
ssusnic / Machine-Learning-Flappy-Bird
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm
ai ai-tutorial artificial-evolution artificial-intelligence flappy-bird flappybird game-programming genetic-algorithm genetic-algorithms html5 javascript machine-intelligence machine-learning machine-learning-algorithm machinelearning neural-network neural-networks neuroevolution phaser phaser-tutorial
Language:JavaScript 1836
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-algorithms artificial-intelligence c-sharp dotnet dotnet-core dotnet-standard genetic-algorithm unity3d dotnet6
Language:C# 1343
handcraftsman / GeneticAlgorithmsWithPython
source code from the book Genetic Algorithms with Python by Clinton Sheppard
genetic-algorithms python python3
Language:Python 1250
primaryobjects / AI-Programmer
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
genetic-algorithms c-sharp fitness-score ai artificial-intelligence genetic-algorithm genetic-programming programming-language genome program-synthesis
Language:C# 1097
ShprAlex / SproutLife
Evolving version of Conway’s Game of Life.
game-of-life evolution life genetic-algorithms
Language:Java 584
Evolutionary-Intelligence / pypop
[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants (from evolutionary computation, swarm intelligence, statistics, operations research, machine learning, mathematical optimization, meta-heuristics, auto-control etc.). [https://jmlr.org/papers/v25/23-0386.html]
global-optimization black-box-optimization large-scale-optimization population-based-optimization evolutionary-algorithms random-search zeroth-order-optimization gradient-free-optimization derivative-free-optimization continuous-optimization direct-search optimization-algorithms numerical-optimization evolution-strategies nonlinear-optimization particle-swarm-optimization differential-evolution genetic-algorithms estimation-of-distribution-algorithms consensus-based-optimization
Language:Python 268
Alro10 / awesome-deep-neuroevolution
A collection of Deep Neuroevolution resources or evolutionary algorithms applying in Deep Learning (constantly updating)
deep-neuroevolution deep-reinforcement-learning awesome evolutionary-algorithms deep-neural-networks evolution-strategies genetic-algorithms neuroevolution
223
davecom / ClassicComputerScienceProblemsInSwift
Source Code for the Book Classic Computer Science Problems in Swift
book swift manning computer-science neural-network graph-algorithms search-algorithms genetic-algorithms k-means constraint-satisfaction-problem
Language:Swift 198
afourmy / pyTSP
A 2D/3D visualization of the Traveling Salesman Problem main heuristics
travelling-salesman-problem genetic-algorithm heuristics flask flask-socketio linear-programming genetic-algorithms gis webgl algorithm-visualisation leafletjs openstreetmap 3d-visualization
Language:Python 172
soypat / mu8
Genetic algorithm for unsupervised machine learning in Go.
genetic-algorithm machine-learning algorithm go-generics golang-generics genetic-algorithms island-model optimization optimization-algorithms unsupervised-machine-learning go golang evolutionary-algorithm
Language:Go 128
tlemo / darwin
Evolutionary Algorithms Framework
ai ml neuroevolution evolutionary-algorithms evolution genetic-algorithms genetic-programming
Language:C++ 115
ddehueck / pytorch-neat
A pytorch implementation of the NEAT (NeuroEvolution of Augmenting Topologies) algorithm
neuroevolution pytorch neat neural-networks genetic-algorithms
Language:Python 114
Eric-Bradford / TS-EMO
This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).
bayesian-optimization machine-learning black-box-optimization gaussian-processes matlab expensive-to-evaluate-functions kriging surrogate-based-optimization thompson-sampling spectral-sampling genetic-algorithms multi-objective-optimization
Language:MATLAB 103
lucidrains / evolutionary-policy-optimization
Pytorch implementation of Evolutionary Policy Optimization, from Wang et al. of the Robotics Institute at Carnegie Mellon University
artificial-intelligence deep-learning evolution genetic-algorithms reinforcement-learning robotics
Language:Python 102
EC-KitY / EC-KitY
EC-KitY: 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 99
rogerallen / tweegeemee
Twitter Genetic Algorithm Imagery
clojure heroku twitter imagery generative-art genetic-algorithms
Language:Clojure 96
slitherin
gsurma / slitherin
AI research environment for the game of Snake 🐍 .
openai openai-gym gym requests-for-research python python27 snake-game snake slitherin-gym ai rl dnn bfs dfs monte-carlo longest-path hamiltonian genetic-algorithm genetic-algorithms
Language:Python 91
gmontamat / gentun
Hyperparameter tuning for machine learning models using a distributed genetic algorithm
genetic-algorithm hyperparameter-tuning machine-learning xgboost master-worker hyperparameter-optimization grid-search keras convolutional-neural-networks genetic-algorithms gene-encoding distributed-algorithm cross-validation distributed-genetic-algorithm scikit-learn tensorflow
Language:Python 89
jeffheaton / mergelife
Evolve complex cellular automata with a genetic algorithm.
cellular-automaton genetic-algorithms computer-vision
Language:Python 82
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-optimization genetic-algorithms pso tsp algorithms visualizations travelling-salesman-problem simulated-annealing
Language:Python 79
IdreesInc / TetNet
TetNet is an application that uses genetic algorithms to create an evolving Tetris AI.
genetic-algorithms tetris javascript ai
Language:JavaScript 71
lucidrains / transformer-directed-evolution
Explorations into whether a transformer with RL can direct a genetic algorithm to converge faster
artificial-intelligence attention-mechanisms deep-learning evolutionary-algorithms reinforcement-learning genetic-algorithms
Language:Python 71
lucidrains / x-transformers-rl
Implementation of a transformer for reinforcement learning using `x-transformers`
artificial-intelligence attention-mechanism deep-learning evolution genetic-algorithms reinforcement-learning transformers world-models
Language:Python 69
lhalsey / BlazorAI
A Blazor web app developed to explore the use of Genetic Algorithms for solving problems.
blazor artificial-intelligence c-sharp dotnet genetic-algorithm genetic-algorithms machine-learning
Language:C# 63
albert-espin / knapsack-packing
Evolutionary Algorithm for the 2D Packing Problem combined with the 0/1 Knapsack Problem (Master Thesis)
knapsack-problem evolutionary-algorithm knapsack-packing algorithm algorithms packing packing-algorithm knapsack knapsack01 irregular-packing genetic-algorithm genetic-algorithms polygons 2d-packing python geometric evolutionary artificial-intelligence optimization optimization-algorithms
Language:Python 62
lucidrains / mind-evolution
Implementation of Mind Evolution, Evolving Deeper LLM Thinking, from Deepmind
artificial-intelligence deep-learning genetic-algorithms transformers evolutionary-algorithms
Language:Python 57
sharma-n / global_optimization
Heuristic global optimization algorithms in Python
global-optimization simulated-annealing genetic-algorithms nsga-ii nsga2 travelling-salesman-problem pathfinding heuristic-optimization vehicle-routing-problem python evolution tabu-search genetic-algorithm dds dynamically-dimensioned-search surrogate-based-optimization hyperparameter-optimization particle-swarm-optimization pso ant-colony-optimization
Language:Jupyter Notebook 57
nmichlo / ruck
🧬 Modularised Evolutionary Algorithms For Python with Optional JIT and Multiprocessing (Ray) support. Inspired by PyTorch Lightning
evolutionary-algorithms genetic-algorithms multiobjective-optimization multiprocessing nsga-ii numba numpy python python3 raylib
Language:Python 53
Nikronic / Optimized-MDVRP
"Using Genetic Algorithms for Multi-depot Vehicle Routing" paper implementation.
genetic-algorithms multi-objective-optimization evolutionary-algorithms multi-depots mdvrp
Language:Python 50
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-algorithms python python3
Language:Python 49
jaredthecoder / BioPy
Biologically-Inspired and Machine Learning Algorithms written in Python
neural-network python biology genetic-algorithms self-organization back-propagation hopfield-network algorithm
Language:Python 47
geneticalgorithm2-6.8.7
PasaOpasen / geneticalgorithm2-6.8.7
Supported highly optimized and flexible genetic algorithm package for python3.8+
pypi-package optimization-algorithms optimization genetic-algorithm genetic-algorithms python-3 genetic-algorithm-framework genetic-optimization-algorithm evolution evolutionary-algorithms
Language:Python 43
lucidrains / firefly-torch
Exploration into the Firefly algorithm in Pytorch
fireflies swarm-intelligence genetic-algorithms differential-evolution
Language:Python 41
dadukhankevin / Finch
🐤The next evolution of evolution.
artificial-intelligence evolutionary-algorithms genetic-algorithm genetic-algorithms keras python3
Language:Python 40
developzir / gepa-mcp
MCP server integrating GEPA (Genetic-Evolutionary Prompt Architecture) for automatic prompt optimization with Claude Desktop
ai claude-desktop evolutionary-algorithms gemini-ai genetic-algorithms mcp prompt-optimization python
Language:Python 40

genetic-algorithms

algorithmicsuperintelligence / openevolve

ssusnic / Machine-Learning-Flappy-Bird

giacomelli / GeneticSharp

handcraftsman / GeneticAlgorithmsWithPython

primaryobjects / AI-Programmer

ShprAlex / SproutLife

Evolutionary-Intelligence / pypop

Alro10 / awesome-deep-neuroevolution

davecom / ClassicComputerScienceProblemsInSwift

afourmy / pyTSP

soypat / mu8

tlemo / darwin

ddehueck / pytorch-neat

Eric-Bradford / TS-EMO

lucidrains / evolutionary-policy-optimization

EC-KitY / EC-KitY

rogerallen / tweegeemee

gsurma / slitherin

gmontamat / gentun

jeffheaton / mergelife

rameziophobia / Travelling_Salesman_Optimization

IdreesInc / TetNet

lucidrains / transformer-directed-evolution

lucidrains / x-transformers-rl

lhalsey / BlazorAI

albert-espin / knapsack-packing

lucidrains / mind-evolution

sharma-n / global_optimization

nmichlo / ruck

Nikronic / Optimized-MDVRP

danielwilczak101 / EasyGA

jaredthecoder / BioPy

PasaOpasen / geneticalgorithm2-6.8.7

lucidrains / firefly-torch

dadukhankevin / Finch

developzir / gepa-mcp