Topic: genetic-algorithm

6,982 repositories

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.

★ 32,935PythonForks 5,496

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)

★ 6,717PythonForks 1,110

haifengl/smile

Statistical Machine Intelligence & Learning Engine

★ 6,416JavaForks 1,149

rh12503/triangula

Generate high-quality triangulated and polygonal art from images.

★ 3,877GoForks 118

tradytics/eiten

Statistical and Algorithmic Investing Strategies for Everyone

★ 3,304PythonForks 367

anyoptimization/pymoo

NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO

★ 2,967PythonForks 482

ivanseidel/IAMDinosaur

🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus

★ 2,808JavaScriptForks 530

ahmedfgad/GeneticAlgorithmPython

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

★ 2,227PythonForks 500

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.

★ 1,573ASPForks 367

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).

★ 1,371C#Forks 343

thieu1995/mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

★ 1,276PythonForks 272

wagenaartje/neataptic

:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js

★ 1,221JavaScriptForks 287

primaryobjects/AI-Programmer

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

★ 1,102C#Forks 263

shyamsaktawat/OpenAlpha_Evolve

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

★ 1,053PythonForks 157

joeddav/devol

Early POC of genetic neural architecture search

★ 953PythonForks 115

esa/pagmo2

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

★ 937C++Forks 190

jenetics/jenetics

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

★ 909JavaForks 161

MaxHalford/eaopt

:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)

★ 904GoForks 97

quguai/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

★ 838MATLABForks 156

nemanja-m/gaps

A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:

★ 771PythonForks 111

PytLab/gaft

A Genetic Algorithm Framework in Python (not for production level)

★ 743PythonForks 213