Based on Top Deep Learning
Here is a list of the top-500 Genetic Algorithm Github repositories sorted by the number of stars.
The query that has been used for the GitHub search API is "Genetic Algorithm".
Date: 06/01/2020
Note: This listing will be updated regularly.
| Id | Name | Description | Language | Stars | Forks |
|---|---|---|---|---|---|
| 1 | Machine-Learning-Flappy-Bird | Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm | JavaScript | 1462 | 353 |
| 2 | SnakeAI | Train a Neural Network to play Snake using a Genetic Algorithm | Processing | 1424 | 376 |
| 3 | HTML5_Genetic_Cars | A genetic algorithm car evolver in HTML5 canvas. | JavaScript | 997 | 255 |
| 4 | 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. | ASP | 985 | 282 |
| 5 | AI-Programmer | Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: https://www.primaryobjects.com/cms/article149 | C# | 918 | 254 |
| 6 | 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) 遗传、粒子群、模拟退火、蚁群算法等 | Python | 775 | 214 |
| 7 | AIToolbox | A toolbox of AI modules written in Swift: Graphs/Trees, Support Vector Machines, Neural Networks, PCA, K-Means, Genetic Algorithms | Swift | 737 | 79 |
| 8 | AForge.NET | AForge.NET Framework is a C# framework designed for developers and researchers in the fields of Computer Vision and Artificial Intelligence - image processing, neural networks, genetic algorithms, machine learning, robotics, etc. | C# | 713 | 348 |
| 9 | 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# | 707 | 224 |
| 10 | SnakeFusion | Using the genetic algorithm and neural networks I trained up 5 snakes who will then fuse to become the ultimate snake, this is how I did it | Processing | 696 | 207 |
| 11 | invaderz | Space invaders, but the invaders evolve with genetic algorithm | JavaScript | 678 | 39 |
| 12 | eaopt | 🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution) | Go | 677 | 72 |
| 13 | GeneticAlgorithmsWithPython | source code from the book Genetic Algorithms with Python by Clinton Sheppard | Python | 669 | 315 |
| 14 | gaft | A Genetic Algorithm Framework in Python (This repo is for learning purpose, NOT production) | Python | 600 | 188 |
| 15 | jenetics | Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization | Java | 554 | 110 |
| 16 | neural-network-genetic-algorithm | Evolving a neural network with a genetic algorithm. | Python | 529 | 203 |
| 17 | genetic-js | Advanced genetic and evolutionary algorithm library written in Javascript | JavaScript | 496 | 104 |
| 18 | siga | Population based metaheuristic for password cracking. Siga(Simple genetic algorithm) | C++ | 407 | 21 |
| 19 | gaps | A Genetic Algorithm-Based Solver for Jigsaw Puzzles 🌀 | Python | 406 | 71 |
| 20 | awesome-ai-in-finance | 🔬 A collection for those AI (RL / DL / SL / Evoluation / Genetic Algorithm) used in financial market. otherwise, we add Technology Analysis / Alpha Research / Arbitrage and other useful strategies tools & docs in quantitative finance market. | None | 352 | 87 |
| 21 | Car-Simulator | Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization. | JavaScript | 319 | 54 |
| 22 | gekkoga | Genetic Algorithm for solving optimization of trading strategies using Gekko | JavaScript | 284 | 96 |
| 23 | japonicus | Genetic Algorithm for Gekko Trading Bot. | Python | 265 | 93 |
| 24 | pymoo | NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMA-ES | Python | 260 | 60 |
| 25 | Platypus | A Free and Open Source Python Library for Multiobjective Optimization | Python | 242 | 95 |
| 26 | shoal | autonomous agents + genetic algorithms | JavaScript | 240 | 38 |
| 27 | ML-games | Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects. | JavaScript | 238 | 25 |
| 28 | Test-stock-prediction-algorithms | Use deep learning, genetic programming and other methods to predict stock and market movements | Jupyter Notebook | 228 | 97 |
| 29 | genetics | A python library for genetic algorithms | Python | 227 | 61 |
| 30 | GeneticAlgorithm-TSP | Applying Genetic Algorithm to Travelling Salesman Problem | JavaScript | 217 | 76 |
| 31 | py-ga-VRPTW | A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows | Python | 193 | 86 |
| 32 | GeneticAlgorithmPython | Genetic Algorithm Implementation in Python using NumPy | Python | 191 | 122 |
| 33 | GAHelloWorld | A simple example of a Genetic Algorithm that generates "Hello world!" | Java | 190 | 88 |
| 34 | GeneticAlgorithm | 遗传算法的JS实现 | JavaScript | 185 | 65 |
| 35 | go-galib | Genetic Algorithms library written in Go / golang | Go | 179 | 40 |
| 36 | Evolving-Snakes | Snakes from the classical game are controlled by neural networks and evolve using a genetic algorithm. | C++ | 176 | 10 |
| 37 | genetic | Implementation of genetic algorithms for nodejs | JavaScript | 173 | 45 |
| 38 | polygen | genetic algorithm for approximating an image with polygons (Golang) | Go | 172 | 9 |
| 39 | Genetic-CNN | CNN architecture exploration using Genetic Algorithm | Python | 160 | 81 |
| 40 | forex.analytics | Node.js native library performing technical analysis over an OHLC dataset with use of genetic algorithm | C | 154 | 65 |
| 41 | GeneticAlgorithms.jl | A lightweight framework for writing genetic algorithms in Julia | Julia | 153 | 28 |
| 42 | Smart-Dots-Genetic-Algorithm-Tutorial | Here is the code for my genetic algorithm tutorial | Processing | 150 | 66 |
| 43 | GALGO-2.0 | Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization | C++ | 139 | 38 |
| 44 | Mendel | Mendel - Swift miliframework for implementing evolutionary/genetic algorithms | Swift | 139 | 6 |
| 45 | DeepEvolve | Rapid hyperparameter discovery for neural nets using genetic algorithms | Python | 138 | 47 |
| 46 | AI_plays_snake | AI trained using Genetic Algorithm and Deep Learning to play the game of snake | Python | 135 | 42 |
| 47 | Genetic-Algorithms | Showcasing the concept of Genetic Algorithms with the example of the Travelling Salesman Problem (in CoffeeScript) | JavaScript | 134 | 18 |
| 48 | exelixi | Exelixi is a distributed framework based on Apache Mesos, mostly implemented in Python using gevent for high-performance concurrency. It is intended to run cluster computing jobs (partitioned batch jobs, which include some messaging) in pure Python. By default, it runs genetic algorithms at scale. | Python | 131 | 21 |
| 49 | bot-evolution | An interesting display of evolution through neural networks and a genetic algorithm | Python | 129 | 17 |
| 50 | lexiconjure | Twitter bot generating invented words and definitions using RNN + genetic algorithm | Python | 129 | 10 |
| 51 | foox | Creates species counterpoint using genetic algorithms (in Python). | Python | 121 | 28 |
| 52 | darwinning | A Ruby gem for genetic algorithms. | Ruby | 115 | 23 |
| 53 | googlemaps-tsp-ga | Solving the Traveling Salesman Problem using Google Maps and Genetic Algorithms | HTML | 111 | 68 |
| 54 | NSGA-II | This is a python implementation of NSGA-II algorithm. NSGA is a popular non-domination based genetic algorithm for multi-objective optimization. It is a very effective algorithm but has been generally criticized for its computational complexity, lack of elitism and for choosing the optimal parameter value for sharing parameter σshare. A modified version, NSGA II was developed, which has a better sorting algorithm , incorporates elitism and no sharing parameter needs to be chosen a priori. | Python | 111 | 78 |
| 55 | genetic-algorithm | Generic implementation of genetic algorithm in Java. | Java | 109 | 48 |
| 56 | evolving-simple-organisms | Evolving simple organisms using a genetic algorithm and deep learning from scratch with python | Python | 109 | 39 |
| 57 | Neural-network-snake | Java program that uses a genetic algorithm to train snakes: https://www.youtube.com/watch?v=BBLJFYr7zB8 | Java | 107 | 30 |
| 58 | OpenCLGA | A Python Library for Genetic Algorithm on OpenCL | Python | 102 | 29 |
| 59 | pngwolf | pngwolf uses a genetic algorithm to find PNG scanline filter combinations that compress well |
C++ | 100 | 13 |
| 60 | FeatureSelectionGA | Feature Selection using Genetic Algorithm (DEAP Framework) | Python | 95 | 61 |
| 61 | pyeq2 | A large collection of equations for Python 2 curve fitting and surface fitting that can output source code in several computing languages, and run a genetic algorithm for initial parameter estimation. Comes with cluster, parallel, IPython, GUI, NodeJS, and web-based graphical examples. Includes orthogonal distance and relative error regressions. | None | 92 | 21 |
| 62 | fantasy-basketball | 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. | Jupyter Notebook | 91 | 24 |
| 63 | genetic-algorithm | 遗传算法 - Matlab | Matlab | 88 | 53 |
| 64 | goga | Golang Genetic Algorithm | Go | 88 | 9 |
| 65 | conference_darwin | A library for building conference schedules using a genetic algorithm. | Dart | 87 | 14 |
| 66 | rusty-genes | Genetic algorithm implementations in Rust with animated visualizations | Rust | 87 | 4 |
| 67 | Genetic-Algorithm-Montage | genetic algorithm for self-referential image approximation. | Java | 84 | 6 |
| 68 | genetic-algorithm | Genetic algorithm tutorial for Python | Jupyter Notebook | 82 | 111 |
| 69 | Evolutionary.jl | Evolutionary & genetic algorithms for Julia | Julia | 81 | 27 |
| 70 | RubikSwift | Rubik's cube API in Swift + a genetic solver algorithm | Swift | 79 | 5 |
| 71 | NeuralGenetic | Optimizing artificial neural network parameters using the genetic algorithm for the classification of the Fruits360 dataset. The implementation is from scratch using NumPy. | Python | 76 | 51 |
| 72 | Neural-Network | A demonstration of Neural Networks and Genetic Algorithms using C++. | C++ | 76 | 28 |
| 73 | genetic-algorithms-in-java-basics | Source code for 'Genetic Algorithms in Java Basics' by Lee Jacobson and Burak Kanber | Java | 75 | 66 |
| 74 | Flappy-Bird-Genetic-Algorithms | Use genetic algorithms to train flappy bird | Python | 75 | 28 |
| 75 | tensorflow-neat | implementation of neat like genetic algorithm for finding network topologies in tensorflow | Python | 71 | 20 |
| 76 | Time-table-scheduler | Time Table generation using Genetic Algorithms ( Java-Struts2) | Java | 70 | 64 |
| 77 | ga | Simple genetic algorithms in Go | Go | 70 | 6 |
| 78 | GeneticAlgorithmsRepo | Genetic algorithm packages for optimization in Python. | Python | 69 | 12 |
| 79 | tweegeemee | Twitter Genetic Algorithm Imagery | Clojure | 69 | 11 |
| 80 | oxigen | Fast, parallel, extensible and adaptable genetic algorithms library written in Rust | Rust | 68 | 9 |
| 81 | pyeasyga | A simple and easy-to-use implementation of a Genetic Algorithm library in Python | Python | 67 | 29 |
| 82 | algorithmic-trading | Algorithmic Trading program, that uses Genetic Programming and Genetic Algorithms to predict stock prices. | Python | 66 | 31 |
| 83 | genetic_draw | Genetic Algorithms for drawing images | Kotlin | 66 | 11 |
| 84 | Gajure | A framework for implementing genetic algorithms in Clojure. | Clojure | 63 | 8 |
| 85 | GeneticAlgorithmForFeatureSelection | Search the best feature subset for you classification mode | Python | 62 | 19 |
| 86 | openGA | A free C++ Genetic Algorithm library | C++ | 62 | 22 |
| 87 | geneticalgorithm | A fully generalized implementation of the Genetic Algorithm usable on any json based Phenotype | JavaScript | 61 | 11 |
| 88 | rust-genetic-algorithm | A genetic algorithm for bechmark problems, written to learn Rust. | Rust | 61 | 3 |
| 89 | mgo | Purely functional genetic algorithms for multi-objective optimisation | Scala | 61 | 3 |
| 90 | gga4r | General genetic algorithms for Ruby | Ruby | 59 | 14 |
| 91 | RsGenetic | Genetic Algorithm library in Rust | Rust | 58 | 13 |
| 92 | Genetic-Algorithm-RNN | Using Genetic Algorithms to optimize Recurrent Neural Network's Configuration | Jupyter Notebook | 57 | 45 |
| 93 | geneticgo | Simple Genetic Algorithm Library in Go | Go | 57 | 3 |
| 94 | IntelligentOptimizationAlgorithms | This repository displays the demos of some Intelligent Optimization Algorithms, including SA (Simulated Annealing), GA (Genetic algorithm), PSO (Particle Swarm Optimizer) and so on. And some other algorithms will be appended in the future. | Matlab | 57 | 25 |
| 95 | snake-neural-network | An experiment with neural network and genetic algorithms | JavaScript | 56 | 15 |
| 96 | genetic_algorithm_challenge | Data files, code, and results for Genetic Algorithm Challenge by @Sirajology on Youtube | Jupyter Notebook | 54 | 21 |
| 97 | gargor | A general pourpose auto-tuning tool w/ Genetic Algorithm | Ruby | 54 | 4 |
| 98 | AI-Plays-FlappyBird | Using genetic algorithm and neural networks to teach AI to play flappy bird. | JavaScript | 53 | 17 |
| 99 | GA | A C++ Library of Genetic Algorithm Components | C++ | 52 | 36 |
| 100 | emoji-art-generator | Use a genetic algorithm to evolve an image by putting emojies on a canvas | Python | 52 | 4 |
| 101 | libacovea | ACOVEA (Analysis of Compiler Options via Evolutionary Algorithm) implements a genetic algorithm to find the "best" options for compiling programs with the GNU Compiler Collection (GCC) C and C++ compilers. | C++ | 52 | 7 |
| 102 | GA | An R package for optimization using genetic algorithms | R | 51 | 19 |
| 103 | VehicleRoutingProblem | Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools | Python | 51 | 25 |
| 104 | genex | Genetic Algorithms in Elixir! | Elixir | 51 | 2 |
| 105 | blomster | A Genetic Algorithm of Flowers | Processing | 51 | 2 |
| 106 | Genetic-Algorithm-for-Job-Shop-Scheduling-and-NSGA-II | Learning how to implement GA and NSGA-II for job shop scheduling problem in python | HTML | 50 | 41 |
| 107 | coral-growth | A new coral growth model evolved with genetic algorithm. | JavaScript | 49 | 4 |
| 108 | AlgorithmImplementations | Implementation of Elementary Algorithms (infix-prefix-postfix-evaluation-to-longest-common-increasing-sub-sequence-activity-selection-balance-kd-binary-heap-binomial-tree-breath-depth-first-search-max-flow-shortest-path-topological-sort-calculus-derivative-integration-forward-interpolation-simpson-rule-intersecting-area-non-linear-equation-jacobis-gauss-seidal-bisection-false-position-newton-raphson-fixed-point-secant-cigarette-smokers-genetic-huffman-a-a*-star-binary-knuth-morris-pratt-kmp-quick-thread-priority-based-premitive-shortest-job-non-primitive-arithmetic-expression-data-structures-list-node-implementation-one-two-way-linked-stack-string-graph-numerical-methods-equation-solving-solve-process-problem-search-sort-prime-ugly-friend-perfect-fibonacci-factorial-factor-number) | C++ | 48 | 29 |
| 109 | texgenpack | Compress, decompress and convert texure files using a genetic algorithm. Supports KTX, DDS, ETC2, BC6/BC7 etc. | C | 48 | 15 |
| 110 | mgl-gpr | MGL-GPR is a library of evolutionary algorithms such as Genetic Programming (evolving typed expressions from a set of operators and constants) and Differential Evolution. | Common Lisp | 48 | 13 |
| 111 | GeneticAlgorithm | 通过遗传算法求解物流配送路径问题 | Python | 47 | 23 |
| 112 | minos | Deep learning, architecture and hyper parameters search with genetic algorithms | Python | 47 | 10 |
| 113 | GENDIS | Contains an implementation (sklearn API) of the algorithm proposed in "GENDIS: GEnetic DIscovery of Shapelets" and code to reproduce all experiments. | Jupyter Notebook | 47 | 10 |
| 114 | Genetic-Algo-Tech-Talk | Demo code for a talk on how to code genetic algorithms, solving and visualizing the Traveling Salesperson Problem as an example | JavaScript | 46 | 25 |
| 115 | deepneuroevolution | Evolving deep neural network agents using Genetic Algorithms | Jupyter Notebook | 46 | 22 |
| 116 | tsp-genetic-python | A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga | Python | 44 | 32 |
| 117 | GeneticAlgorithmUniversityClassScheduler | A class scheduler using adaptive-elitist genetic algorithm. | Python | 42 | 25 |
| 118 | terastructure | TeraStructure is a new algorithm to fit Bayesian models of genetic variation in human populations on tera-sample-sized data sets (10^12 observed genotypes, i.e., 1M individuals at 1M SNPs). This package provides a scalable, multi-threaded C++ implementation that can be run on a single computer. | C++ | 42 | 11 |
| 119 | GeneticAlgorithms | Automatic Chrome Dino Game | JavaScript | 41 | 28 |
| 120 | Genetic-Framework | Pure Python Evolutionary Algorithms Framework | Python | 40 | 13 |
| 121 | GeneticAlgorithm | 这是用C++写的遗传算法，参考《智能算法 30案例分析 第2版》一书，包含TSP、LQR控制器、结合量子算法、多目标优化、粒子群等，由于原作为matlab程序，综合自己思路通过C++写出来，算是练习和开个大坑 | C++ | 39 | 14 |
| 122 | genetic-algorithm-js | Genetic algorithm library written in JavaScript | JavaScript | 39 | 2 |
| 123 | petya_recovery | Application for cracking Red Petya key based on genetic algorithms. | C++ | 38 | 17 |
| 124 | UE4NN | Genetic algorithms neural network based on UE4's blueprints | None | 38 | 8 |
| 125 | spark-of-life | Example of running a Genetic Algorithm (Travelling Salesman) on Apache Spark | Java | 38 | 16 |
| 126 | genevo | Execute genetic algorithm (GA) simulations in a customizable and extensible way. | Rust | 38 | 6 |
| 127 | Stock-Market-Prediction-using-Neural-Networks-and-Genetic-Algorithm | Matlab Module for Stock Market Prediction using Simple NN | Matlab | 37 | 17 |
| 128 | Gimuby | Genetic algorithms and island model for Ruby | Ruby | 37 | 4 |
| 129 | gentun | Hyperparameter tuning for machine learning models using a distributed genetic algorithm | Python | 36 | 13 |
| 130 | SparkDeepMlpGADow30 | A Deep Neural-Network based (Deep MLP) Stock Trading System based on Evolutionary (Genetic Algorithm) Optimized Technical Analysis Parameters (using Apache Spark MLlib) | Java | 36 | 22 |
| 131 | mergelife | Evolve complex cellular automata with a genetic algorithm. | Java | 35 | 2 |
| 132 | moo | Genetic algorithm library for Haskell. Binary and continuous (real-coded) GAs. Binary GAs: binary and Gray encoding; point mutation; one-point, two-point, and uniform crossover. Continuous GAs: Gaussian mutation; BLX-α, UNDX, and SBX crossover. Selection operators: roulette, tournament, and stochastic universal sampling (SUS); with optional niching, ranking, and scaling. Replacement strategies: generational with elitism and steady state. Constrained optimization: random constrained initialization, death penalty, constrained selection without a penalty function. Multi-objective optimization: NSGA-II and constrained NSGA-II. | Haskell | 35 | 9 |
| 133 | Genetic-Algorithms-Toolbox | Genetic Algorithms in Matlab. | Matlab | 34 | 30 |
| 134 | GA-Toolbox | Genetic Algorithms Toolbox | Matlab | 34 | 18 |
| 135 | learn-to-walk-with-genetic-algs | Learning to walk with genetic algorithms by optimizing a truncated Fourier series, applied to a realistic bio-mechanical model of the human body. | Python | 34 | 18 |
| 136 | LPPL | This is a genetic algorithm implemented in python to solve the LPPL equation looking for market bubbles | Python | 34 | 24 |
| 137 | Hello-genetic-algorithm | Hello World in a genetic algorithm | Python | 33 | 13 |
| 138 | Genetic-Algorithm-PID-Controller-Tuner | An abstract implementation of a discrete PID Controller, tuned using a Genetic Algorithm | Python | 33 | 17 |
| 139 | Genetic-Algorithm-PathFinder | https://www.youtube.com/watch?v=2Q9bF8Ofyho | Processing | 33 | 12 |
| 140 | ant_sugar | Genetic Algorithms, Mutation, Crossover, Mating, Particle Animation, Gaming, Learning, P5JS, Fun Project | JavaScript | 33 | 0 |
| 141 | radiate | Radiate is a parallel genetic programming engine capable of evolving solutions to many problems as well as training learning algorithms. | Rust | 33 | 1 |
| 142 | SimpleGA | Simple Genetic Algorithm base framework, supporting population, evaluation, mutators, crossover | JavaScript | 32 | 8 |
| 143 | EvOLuTIoN | Evolutionary pathfinding in Unity using genetic algorithm | C# | 32 | 4 |
| 144 | DoodleJumpAI | A Neural Network that learns to play Doodle Jump trained using a Genetic Algorithm | Processing | 32 | 11 |
| 145 | ga-for-cvrp | Capacitated Vehicle Routing Problem | Python | 31 | 15 |
| 146 | Evolutionary-Neural-Networks-on-unity-for-bots | Neural networks + Genetic algorithm on unity | C# | 31 | 12 |
| 147 | levis | A toolkit for genetic algorithms in Python. | Python | 30 | 10 |
| 148 | genetic_algorithm_challenge | Genetic Algorithm Challenge by @Sirajology on Youtube | Python | 29 | 36 |
| 149 | Job-Shop-Scheduling-Genetic-Algorithm | Job Shop Scheduling Solver using Genetic Algorithyms | C# | 29 | 18 |
| 150 | goga | Go evolutionary algorithm is a computer library for developing evolutionary and genetic algorithms to solve optimisation problems with (or not) many constraints and many objectives. Also, a goal is to handle mixed-type representations (reals and integers). | Go | 29 | 5 |
| 151 | GeneticAlgorithmFeatureSelection | A simple example of how a genetic algorithm can be used to select the optimal subset of features to use for machine learning problems. | Python | 28 | 31 |
| 152 | TSP-VRP-GENETICS-ALGORITHM | Implementation of TSP and VRP algorithms using a Genetic Algorithm | Python | 28 | 11 |
| 153 | Hybrid-Genetic-Algorithm | Anti-Virus research on using Heuristics and GA's to evolve and detect new polymorphic virus signatures | Java | 28 | 5 |
| 154 | graph-coloring | Graph grounding for graph coloring algorithms such as Welsh Powell and Evolution algorithms like Harmony Search and Genetic | TypeScript | 28 | 1 |
| 155 | Genetic-Algorithms | A simple C# library for implementing Genetic Algorithms, some demonstration classes and an entire project based on Genetic Algorithms we developed for a university project. Feel free to fork and improve. We might reconsider our licensing model for further versions and switch to LGPL for our library base. | C# | 27 | 11 |
| 156 | SuperImageEvolver | Using genetic algorithms to vectorize images. | C# | 27 | 5 |
| 157 | carwin | A self-driving car implemented with neural networks and genetic algorithms (AI Course Project) | JavaScript | 27 | 11 |
| 158 | pyeq3 | A large collection of equations for Python 3 curve fitting and surface fitting that can output source code in several computing languages, and run a genetic algorithm for initial parameter estimation. Comes with cluster, parallel, IPython, GUI, NodeJS, and web-based graphical examples. Includes orthogonal distance and relative error regressions. | None | 27 | 4 |
| 159 | GeneticAlgorithm | None | Java | 26 | 22 |
| 160 | GeneticAlgorithm | Refactoring and improving a gist from Vijini Mallawaarachchi | Java | 26 | 11 |
| 161 | ga_bp | a back propagation neural network with genetic algorithm | Python | 26 | 8 |
| 162 | GASP-python | Genetic algorithm for structure and phase prediction interfaced to GULP, LAMMPS and VASP. | Python | 26 | 16 |
| 163 | ga | A simple Common Lisp genetic algorithm library, with some bitmap manipulation facilities | Common Lisp | 26 | 3 |
| 164 | FlappyBird_NEAT_GeneticAlgorithm | Implementation of a neural network with a genetic algorithm to solve Ms. PacMan. | Python | 25 | 11 |
| 165 | GB-GA | Graph-based genetic algorithm | Python | 25 | 12 |
| 166 | Genetic-Algorithm-for-the-Traveling-Salesman-Problem | A population based stochastic algorithm for solving the Traveling Salesman Problem. | Java | 25 | 14 |
| 167 | genetics-experiments | My experiments with genetic algorithms | Python | 25 | 4 |
| 168 | GA-CNN | In this project, I will demonstrate how to combine Genetic Algorithm with Convolutional Neural Network | Python | 25 | 5 |
| 169 | TetrisAI | A neural network that is trained with a genetic algorithm to predict the next best move in Tetris | Processing | 25 | 2 |
| 170 | genetic-algorithm-feature-selection | Script to select the best subset of variables based on genetic algorithm in R | R | 24 | 23 |
| 171 | UnityGeneticAlgorithmMaze | Modern reimplementation in Unity of Bob's Map from AI Techniques for Game Programming | C# | 24 | 9 |
| 172 | MachineLearning | C++ framework that implements machinelearning algorithms (clustering, dimension reducing, genetic algorithms) | C++ | 24 | 19 |
| 173 | Random-Homepage | 🍨 My home website based on Genetic Algorithms. | JavaScript | 24 | 5 |
| 174 | Genetic_Algorithm_for_Scheduling | Genetic Algorithm for Solving Software Project Scheduling Problems | Matlab | 23 | 4 |
| 175 | GeneticsJS | Evolutionary algorithms library for the web 🧬 | TypeScript | 23 | 3 |
| 176 | PID-autotune | A self-tuning PID demonstration software using genetic algorithm | C++ | 23 | 5 |
| 177 | TetNet | TetNet is an application that uses genetic algorithms to create an evolving Tetris AI. | JavaScript | 23 | 8 |
| 178 | ai-n-queens | Solving and GUI demonstration of traditional N-Queens Problem using Hill Climbing, Simulated Annealing, Local Beam Search, and Genetic Algorithm. | Java | 23 | 7 |
| 179 | snpsea | 📊 Identify cell types and pathways affected by genetic risk loci. | C++ | 23 | 4 |
| 180 | Hands-On-Genetic-Algorithms-with-Python | Hands-On Genetic Algorithms with Python, Published by Packt | Python | 22 | 17 |
| 181 | tsp_genetic | Solution to TSP (Travelling salesman problem) using Genetic Algorithms - Language: C++ | C++ | 22 | 18 |
| 182 | Genetic-Algorithm-on-K-Means-Clustering | Implementing Genetic Algorithm on K-Means and compare with K-Means++ | Python | 22 | 11 |
| 183 | ResistanceGA | Optimize resistance surfaces using Genetic Algorithms | R | 22 | 7 |
| 184 | libeve | Genetic algorithm library written in C | C | 22 | 5 |
| 185 | pikaia | Modern Fortran Edition of the Pikaia Genetic Algorithm | Fortran | 22 | 8 |
| 186 | darwin | A genetic algorithm library for Dart. | Dart | 22 | 4 |
| 187 | KnapsackFX | Solving Knapsack 0/1 problem with various Local Search algorithms like Hill Climbing, Genetic Algorithms, Simulated Annealing, Tabu Search | Java | 22 | 3 |
| 188 | snaike | Snake controlled by a neural network, trained by a genetic algorithm. Built with Typescript, Tensorflow, HTML5s canvas element and React. | TypeScript | 22 | 1 |
| 189 | Flappy-Bird-Genetic-Algorithm- | An implementation of genetic algorithm on the flappy bird game. | Python | 21 | 5 |
| 190 | optimal | A python metaheuristic optimization library. Currently supports Genetic Algorithms, Gravitational Search, Cross Entropy, and PBIL. | Python | 21 | 12 |
| 191 | magique | A tool that applies genetic algorithms to building Magic: The Gathering decks. | C++ | 21 | 6 |
| 192 | Seating_Chart | Optimizing a Wedding Reception Seating Chart Using a Genetic Algorithm | R | 21 | 3 |
| 193 | citius-invaders | An old-style HTML5 arcade game for teaching genetic algorithms to kids, made with PhaserJS | JavaScript | 21 | 7 |
| 194 | neuro-evolution | A project on improving Neural Networks performance by using Genetic Algorithms. | Python | 21 | 4 |
| 195 | Revolver | A framework for building fast genetic algorithms in Swift. | Swift | 22 | 2 |
| 196 | EvolutionWar | Genetic Algorithm involving AIs fighting each other to the death... or not? | None | 21 | 1 |
| 197 | genetic | Genetic Algorithms | C++ | 20 | 10 |
| 198 | genetic | A Python utility for solving problems with genetic algorithms | Python | 20 | 13 |
| 199 | Training-Snake-Game-With-Genetic-Algorithm | training snake game using neural network and genetic algorithm | Python | 20 | 14 |
| 200 | Network-Optimisation | Neural Network Hyper-parameter Tuning with Genetic Algorithms 🤖 🧬 | Python | 20 | 7 |
| 201 | flapai | FlapAI: Genetic algorithm playing Flappy Bird (Python) | Python | 20 | 4 |
| 202 | Evolution-of-Deep-Neural-Network-Using-Genetic-ALgorithm-For-Self-Car-Driven | A 3d Unity simulation for self car driven by Evolution Deep Neural Network Using Genetic Algorithm to train the neural network weights | C# | 20 | 10 |
| 203 | genetics | A Genetic Algorithm library in Haskell | Haskell | 20 | 2 |
| 204 | VRPTW-ga | Vehicle Routing Problem with Time Windows - Genetic Algorithm solution with Python | Python | 20 | 13 |
| 205 | MakeClassSchedule | Make university class schedule by Parallel Genetic Algorithm in C# WinForm | HTML | 20 | 8 |
| 206 | genomego | Multi-threaded Genetic Algorithms library for Go. | Go | 20 | 2 |
| 207 | geneSynth | Algorithmic Composition with Genetic Algorithms in Max-MSP | Java | 20 | 3 |
| 208 | nsga2 | Refactored NSGA2, Non-dominated sorting genetic algorithm, implementation in C based on the code written by Dr. Kalyanmoy Deb. | C | 20 | 10 |
| 209 | wargames | two soldiers shooting at each other, controlled by a neural network with a genetic algorithm. | Python | 19 | 1 |
| 210 | Genetic-Algorithms | Simple Genetic Algorithms written by Python | Python | 19 | 23 |
| 211 | gpdotnetv4 | C# implementation of the various algorithms based on Genetic Algorithm, Genetic Programming and Artificial Neural Networks. | C# | 19 | 10 |
| 212 | simple-ga | Sample code for an incredibly simple genetic algorithm. | Python | 19 | 23 |
| 213 | GARI | GARI (Genetic Algorithm for Reproducing Images) reproduces a single image using Genetic Algorithm (GA) by evolving pixel values. | Python | 19 | 14 |
| 214 | -JAVA-Course-Scheduling-System-Based-on-Genetic-Algorithm | 遗传算法排课 | Java | 19 | 10 |
| 215 | Evolving-Creatures-Using-Neural-Networks-And-Genetic-Algorithms | Evolving Creatures Using Neural Networks And Genetic Algorithms | C# | 19 | 7 |
| 216 | GA-for-mTSP | Genetic Algorithm to solve Multiple Traveling Salesman Problem | Python | 19 | 8 |
| 217 | ga_circlepuzzle | use genetic algorithm to fit image with circle | Python | 19 | 6 |
| 218 | hypergraph | Genetic algorithms and hyper-parameters optimization | Python | 19 | 3 |
| 219 | rain | Ruby Artificial Intelligence Network - A cool acronym and my experiments in neural networks, genetic algorithms, and AI (in ruby) | Ruby | 19 | 3 |
| 220 | DAPathfinder | This is an example project for the blog at https://agostini.tech that demonstrates the use of genetic algorithms for solving the traveling salesman problem. | Swift | 19 | 4 |
| 221 | genetic-algorithm | 0-1 Knapsack Approximation with Genetic Algorithms | Python | 18 | 9 |
| 222 | FeatureReductionGenetic | Feature reduction using genetic algorithm | Python | 18 | 11 |
| 223 | TSP-GA | A Genetic Algorithm in Python for the Travelling Salesman Problem | Python | 18 | 19 |
| 224 | TimePiece | a genetic algorithm for creating word clocks | Java | 18 | 7 |
| 225 | genetic-algorithm-example | Example of a simple GA using Clojure | Clojure | 18 | 3 |
| 226 | darwin | Flexible genetic algorithms in Clojure | Clojure | 18 | 4 |
| 227 | GA | Haskell module for working with genetic algorithms | Haskell | 18 | 4 |
| 228 | SnakeGame | A classic game of snake that is controlled by a neural network and trained using a genetic algorithm | Java | 18 | 5 |
| 229 | exprolution | Evolving expressions using genetic algorithms | Rust | 18 | 0 |
| 230 | ComputationalPhysics | A survey of computational physics problems in Python. Includes quantum mechanics, electrostatics, ODEs, PDEs, Monte Carlo, Fourier analysis, molecular modeling, cluster growth, genetic algorithm, dynamical systems and other fun stuff. | Python | 18 | 5 |
| 231 | geneticAlgorithm | tuto and experiment with genetic algorithms. | Python | 17 | 6 |
| 232 | GAKeras | Genetic algorithm to optimize Keras Sequential model | Python | 17 | 6 |
| 233 | SketchingAI | Sketching AI, based on a convolutional neural network and genetic algorithm | Python | 17 | 11 |
| 234 | SBBFramework | Python implementation of the SBB genetic programming algorithm for reinforcement learning and classification tasks. | Python | 17 | 8 |
| 235 | MAP-Elites | Python implementation of the genetic algorithm MAP-Elites with applications in constrained optimization | Jupyter Notebook | 18 | 7 |
| 236 | evosynth | Interactive genetic algorithm sound synthesiser written in Javascript/ web audio API | JavaScript | 17 | 3 |
| 237 | Genetic-Images | a Processing sketch that generates images from translucent polygons using a genetic algorithm | Processing | 17 | 0 |
| 238 | GenAlgo.js | Genetic and evolutionary algorithms in Javascript. | JavaScript | 17 | 1 |
| 239 | ensemble-time-series | Ensemble Machine Learning for Time Series: Ensemble of Deep Recurrent Neural Networks and Random forest using a Stacking (averaging) layer and trained using Genetic Algorithms | Python | 17 | 6 |
| 240 | GeneticFS | GeneticFS is a library for feature selection in Machine Learning using a Genetic Algorithm as an optimisation method. | Python | 16 | 8 |
| 241 | HuaWei-CodeCraft2017 | C++, Network Flow, Genetic Algorithm, SA | C++ | 16 | 10 |
| 242 | 0-1-Knapsack-Problem-with-Genetic-Algorithms | A simple solution in Python for the 0-1 Knapsack Problem using Genetic Algorithms | Python | 16 | 14 |
| 243 | evolvejs | Small Genetic Algorithm Library for Javascript | JavaScript | 16 | 9 |
| 244 | Brainwave | A JavaScript neural network learning using genetic algorithms | JavaScript | 16 | 7 |
| 245 | TSP | Traveling Salesman Problem Using Parallel Genetic Algorithms | C# | 16 | 3 |
| 246 | timetable-generator | Timetable generator for university schedule implemented in python using genetic algorithms. | Python | 16 | 11 |
| 247 | groningen | A generational genetic algorithm approach to Java Virtual Machine settings optimization for a variety of servers. | Java | 16 | 3 |
| 248 | naturalselection | A general-purpose pythonic genetic algorithm. | Python | 16 | 1 |
| 249 | pyointillism | Uses a genetic algorithm to produce dot art that gets better over time | Python | 16 | 2 |
| 250 | cfmagic | A genetic algorithm based clang-format configuration file generator | Go | 16 | 0 |
| 251 | genetic | Genetic algorithm used in feature selection | Python | 15 | 9 |
| 252 | Genetic-Algorithm | 基本遗传算法MATLAB程序 |