Top 179 genetic-algorithm open source projects

Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

Evolutionary Art Using Circles in Python

Deprecated! See:

Simple, fast, and parallelized symbolic regression in Python/Julia via regularized evolution and simulated annealing

A neuroevolution game experiment.

The Watchmaker Framework for Evolutionary Computation

CNN architecture exploration using Genetic Algorithm

Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)

Classic 8 Ball pool game written in JavaScript

Jupyter/IPython notebooks about evolutionary computation.

Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization

Statistical and Algorithmic Investing Strategies for Everyone

Feature Selection using Genetic Algorithm (DEAP Framework)

Scraping statistics, predicting NBA player performance with neural networks and boosting algorithms, and optimising lineups for Draft Kings with genetic algorithm. Capstone Project for Machine Learning Engineer Nanodegree by Udacity.

Blue Brain Python Optimisation Library

A simple machine learning framework written in Swift 🤖

Evolution Simulator with Box2D

Evolutionary & genetic algorithms for Julia

AI trained using Genetic Algorithm and Deep Learning to play the game of snake

遗传算法 - Matlab

An interesting display of evolution through neural networks and a genetic algorithm

Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm

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

Evolving squids through neuroevolution

Evolving simple organisms using a genetic algorithm and deep learning from scratch with python

Update of Seth Bling's MarI/O

Generic implementation of genetic algorithm in Java.

Genetic algorithm implementations in Rust with animated visualizations

Fast, parallel, extensible and adaptable genetic algorithms framework written in Rust

A Python Library for Genetic Algorithm on OpenCL

Symbolic regression solver, based on genetic programming methodology.

Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)

An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine

Time Table generation using Genetic Algorithms ( Java-Struts2)

genetic algorithm for self-referential image approximation.

Evolving Artificial Neural Networks for Cross-Adaptive Audio Effects

Rubik's cube API in Swift + a genetic solver algorithm

A collection of the state-of-the-art MEta-heuristics ALgorithms in PYthon (mealpy)

This repository contains path planning algorithms in C++ for a grid based search.

Radiate is a parallel genetic programming engine capable of evolving solutions to many problems as well as training learning algorithms.

This program evolves an AI using the NEAT algorithm to play Super Mario Bros.

Purely functional genetic algorithms for multi-objective optimisation

Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools

A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)

Self driving cars using NEAT

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.

simple neural network library in ANSI C

Some notebooks

Use a genetic algorithm to evolve an image by putting emojies on a canvas

Node js trading bot, let you create trading strategy and run it (backtest/simulation/live)

Neural agents learn to play in an agario-like environment with Neataptic

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

Neural networks + Genetic algorithm on unity

A Genetic Algorithm in Python for the Travelling Salesman Problem

Starter Bot for Codingame's Coders Strike Back AI Challenge (Simulation Engine + Random Search)

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

Evolutionary Algorithm using Python, 莫烦Python 中文AI教学

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