genetic-algorithm

There are 105 repositories under genetic-algorithm topic.

eriklindernoren / ML-From-Scratch
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
data-mining data-science deep-learning deep-reinforcement-learning genetic-algorithm machine-learning machine-learning-from-scratch
Language:Python 29083
haifengl / smile
Statistical Machine Intelligence & Learning Engine
classification clustering computer-algebra-system computer-vision data-science dataframe deep-learning genetic-algorithm interpolation linear-algebra llm machine-learning manifold-learning multidimensional-scaling nearest-neighbor-search nlp regression statistics visualization wavelet
Language:Java 6289
nfmcclure / tensorflow_cookbook
Code for Tensorflow Machine Learning Cookbook
tensorflow tensorflow-cookbook linear-regression neural-network tensorflow-algorithms rnn cnn svm nlp packtpub machine-learning tensorboard classification regression kmeans-clustering genetic-algorithm ode
Language:Jupyter Notebook 6253
guofei9987 / scikit-opt
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
ant-colony-algorithm artificial-intelligence fish-swarms genetic-algorithm heuristic-algorithms immune immune-algorithm optimization particle-swarm-optimization pso simulated-annealing travelling-salesman-problem tsp
Language:Python 6206
algorithmicsuperintelligence / openevolve
Open-source implementation of AlphaEvolve
alpha-evolve alphacode alphaevolve 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 openevolve optimize
Language:Python 4473
triangula
rh12503 / triangula
Generate high-quality triangulated and polygonal art from images.
art evolutionary-algorithms evolutionary-art generative-art genetic-algorithm go golang gui polygons triangles triangula
Language:Go 3874
PySR
MilesCranmer / PySR
High-Performance Symbolic Regression in Python and Julia
symbolic-regression machine-learning python julia genetic-algorithm automl interpretable-ml data-science explainable-ai scikit-learn symbolic algorithm distributed-systems evolutionary-algorithms equation-discovery
Language:Python 3187
eiten
tradytics / eiten
Statistical and Algorithmic Investing Strategies for Everyone
machine-learning algorithmic-trading investment-portfolio portfolio-optimization trading-strategies trading-algorithms tradytics ai statistics eigenvalues free-software opensource hedgefund genetic-algorithm
Language:Python 3082
ivanseidel / IAMDinosaur
🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
neural-network genome dino genetic-algorithm google-dinosaur artificial-intelligence
Language:JavaScript 2808
anyoptimization / pymoo
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
cmaes differential-evolution genetic-algorithm multi-objective-optimization nsga2 nsga3 optimization pso
Language:Python 2691
codeplea / genann
simple neural network library in ANSI C
backpropagation genetic-algorithm artificial-neural-networks ann neurons hidden-layers neural-network neural-networks neural ansi c tiny
Language:C 2204
GeneticAlgorithmPython
ahmedfgad / GeneticAlgorithmPython
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks numpy optimization pygad pygad-documentation python
Language:Python 2128
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
ArztSamuel / Applying_EANNs
A 2D Unity simulation in which cars learn to navigate themselves through different courses. The cars are steered by a feedforward neural network. The weights of the network are trained using a modified genetic algorithm.
artificial-neural-networks deep-learning evolutionary-algorithms genetic-algorithm machine-learning neural-networks self-driving-cars
Language:ASP 1550
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
LiYangHart / Hyperparameter-Optimization-of-Machine-Learning-Algorithms
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
hyperparameter-optimization machine-learning-algorithms hyperparameter-tuning machine-learning tuning-parameters grid-search random-search optimization hpo bayesian-optimization genetic-algorithm particle-swarm-optimization random-forest python-examples python-samples deep-learning artificial-neural-networks machine-learning-optimization automl automated-machine-learning
Language:Jupyter Notebook 1312
MorvanZhou / Evolutionary-Algorithm
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
evolutionary-algorithm genetic-algorithm neuroevolution microbial-genetic-algorithm travel-sale-problem evolution-strategy es reinforcement-learning neural-network microbial-ga neat neural-nets python travel-sales-problem nes evolution-strategies openai distributed-es machine-learning tutorial
Language:Python 1229
wagenaartje / neataptic
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
crossover genetic-algorithm machine-learning mutations neural-network neurons selection squash
Language:JavaScript 1215
thieu1995 / mealpy
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
genetic-algorithm particle-swarm-optimization whale-optimization grey-wolf-optimizer harris-hawks-optimization differential-evolution harris-hawks-optimizationg henry-gas-solubility-optimization arithmetic-optimization-algorithm equilibrium-optimizer slime-mould-algorithm hunger-games-search bio-inspired-optimization nature-inspired-algorithms swarm-intelligence location-optimization production-planning schedule-optimization supply-chain-optimization metaheuristics
Language:Python 1107
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
joeddav / devol
Genetic neural architecture search with Keras
deep-learning genetic-algorithm machine-learning keras automl neural-architecture-search computer-vision
Language:Python 952
shyamsaktawat / OpenAlpha_Evolve
OpenAlpha_Evolve is an open-source Python framework inspired by the groundbreaking research on autonomous coding agents like DeepMind's AlphaEvolve.
alphafold evolutionary-algorithms google discovery evolution-computing evolutionary-algorithm genetic-algorithm iterative-methods optimize alphacode coding-agent distributed-evolutionary-algorithms iterative-refinement llm-engineering llm-ensemble llm-inference openevolve
Language:Python 933
MaxHalford / eaopt
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
go optimization parallel machine-learning genetic-algorithm speciation evolutionary-algorithms evolutionary-computation particle-swarm-optimization differential-evolution metaheuristics
Language:Go 904
esa / pagmo2
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
optimization optimization-algorithms optimization-methods optimization-tools parallel-computing parallel-processing evolutionary-algorithms multi-objective-optimization stochastic-optimizers genetic-algorithm metaheuristics evolutionary-strategy artificial-intelligence pagmo python3 python
Language:C++ 895
jenetics
jenetics / jenetics
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization
artificial-intelligence evolutionary-algorithms evolutionary-strategy genetic-algorithm genetic-programming grammatical-evolution java java21 machine-learning metaheuristics multiobjective-optimization optimization parallel-algorithm
Language:Java 876
LiYangSir / Smart-Algorithm
智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现
matlab genetic-algorithm immune-algorithm ant-colony-algorithm particle-swarm-optimization
Language:MATLAB 808
nemanja-m / gaps
A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:
genetic-algorithm puzzle-solver
Language:Python 761
self-parking-car-evolution
trekhleb / self-parking-car-evolution
🧬 Training the car to do self-parking using a genetic algorithm
cannon-js cannonjs evolutionary-algorithm evolutionary-algorithms genetic-algorithm genetics self-driving-car three-js threejs
Language:TypeScript 754
PytLab / gaft
A Genetic Algorithm Framework in Python (not for production level)
genetic-algorithm global-optimization optimization-algorithms
Language:Python 748
SymbolicRegression.jl
MilesCranmer / SymbolicRegression.jl
Distributed High-Performance Symbolic Regression in Julia
symbolic-regression julia symbolic-computation machine-learning automl sciml interpretable-ml data-science distributed-systems evolutionary-algorithms explainable-ai genetic-algorithm symbolic equation-discovery
Language:Julia 744
invaderz
victorqribeiro / invaderz
Space invaders, but the invaders evolve with genetic algorithm
genetic-algorithm space-invaders game javascript evolution evolutionary-algorithm
Language:JavaScript 712
iRB-Lab / py-ga-VRPTW
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
genetic-algorithm vehicle-routing-problem python vrptw vrp
Language:Python 626
mpatacchiola / dissecting-reinforcement-learning
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
reinforcement-learning deep-reinforcement-learning markov-chain temporal-differencing-learning sarsa q-learning actor-critic multi-armed-bandit inverted-pendulum mountain-car drone-landing dissecting-reinforcement-learning genetic-algorithm neural-networks
Language:Python 623
100 / Solid
🎯 A comprehensive gradient-free optimization framework written in Python
algorithm artificial-intelligence continuous-optimization discrete-optimization evolutionary-algorithm genetic-algorithm genetic-algorithm-framework harmony-search hill-climbing library machine-learning machine-learning-algorithms metaheuristics optimization optimization-algorithms particle-swarm-optimization python simulated-annealing stochastic-optimizers tabu-search
Language:Python 579
yanshengjia / artificial-intelligence
Awesome Artificial Intelligence Projects
artificial-intelligence face-recognition genetic-algorithm heuristic-search neural-network tensorflow
Language:Jupyter Notebook 511
Shuai-Xie / genetic-algorithm
遗传算法 - Matlab
genetic-algorithm matlab
Language:MATLAB 471

genetic-algorithm

eriklindernoren / ML-From-Scratch

haifengl / smile

nfmcclure / tensorflow_cookbook

guofei9987 / scikit-opt

algorithmicsuperintelligence / openevolve

rh12503 / triangula

MilesCranmer / PySR

tradytics / eiten

ivanseidel / IAMDinosaur

anyoptimization / pymoo

codeplea / genann

ahmedfgad / GeneticAlgorithmPython

ssusnic / Machine-Learning-Flappy-Bird

ArztSamuel / Applying_EANNs

giacomelli / GeneticSharp

LiYangHart / Hyperparameter-Optimization-of-Machine-Learning-Algorithms

MorvanZhou / Evolutionary-Algorithm

wagenaartje / neataptic

thieu1995 / mealpy

primaryobjects / AI-Programmer

joeddav / devol

shyamsaktawat / OpenAlpha_Evolve

MaxHalford / eaopt

esa / pagmo2

jenetics / jenetics

LiYangSir / Smart-Algorithm

nemanja-m / gaps

trekhleb / self-parking-car-evolution

PytLab / gaft

MilesCranmer / SymbolicRegression.jl

victorqribeiro / invaderz

iRB-Lab / py-ga-VRPTW

mpatacchiola / dissecting-reinforcement-learning

100 / Solid

yanshengjia / artificial-intelligence

Shuai-Xie / genetic-algorithm