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Open Source Libraries
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Genetic Algorithm
366 Open Source Genetic Algorithm Software Projects
Free and open source genetic algorithm code projects including engines, APIs, generators, and tools.
Pymoo
902 ⭐
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Vehicleroutingproblem
66 ⭐
Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools
Featureselectionga
208 ⭐
Feature Selection using Genetic Algorithm (DEAP Framework)
Neat Genetic Mario
127 ⭐
Update of Seth Bling's MarI/O
Scikit Opt
2878 ⭐
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
Stock Market Prediction Using Neural Networks And Genetic Algorithm
55 ⭐
Matlab Module for Stock Market Prediction using Simple NN
Dino Ml
48 ⭐
🦎 Simple AI to teach Google Chrome's offline dino to jump obstacles
Evolving Simple Organisms
123 ⭐
Evolving simple organisms using a genetic algorithm and deep learning from scratch with python
Ga
97 ⭐
Simple genetic algorithms in Go
Geode
52 ⭐
Evolved concurrent neural networks on godot engine
Reactive Trader
91 ⭐
In the coming weeks this plans to become a Gekko plugin that reacts to market changes, finding and running only the most profitable strategies.
Geneticalgorithmuniversityclassscheduler
91 ⭐
A class scheduler using adaptive-elitist genetic algorithm.
Geneticsharp
920 ⭐
GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).
Noc S18
83 ⭐
Course repo and syllabus for Nature of Code Spring 2018 at ITP.
Pytsp
137 ⭐
A 2D/3D visualization of the Traveling Salesman Problem main heuristics
Classic Pool Game
180 ⭐
Classic 8 Ball pool game written in JavaScript
Shakedzy Notebooks
55 ⭐
Some notebooks
Geneticalgorithmsrepo
72 ⭐
Genetic algorithm packages for optimization in Python.
Snake Neural Network
63 ⭐
An experiment with neural network and genetic algorithms
Evolutionsimulator
150 ⭐
Evolution Simulator with Box2D
Geneticalgorithmforfeatureselection
79 ⭐
Search the best feature subset for you classification mode
Fantasy Basketball
185 ⭐
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.
Genetic Algorithm For Job Shop Scheduling And Nsga Ii
106 ⭐
Learning how to implement GA and NSGA-II for job shop scheduling problem in python
Neuroevolution Btc Trader
129 ⭐
Building a population of models that trade crypto and mutate iteratively
Evolutionaquerium
119 ⭐
:fish: :bug: Small Inteli Creatures Based On Steering Behaviours
Rusty Genes
122 ⭐
Genetic algorithm implementation in Rust with animated visualizations in Python
Super Mario Neat
69 ⭐
This program evolves an AI using the NEAT algorithm to play Super Mario Bros.
Oxigen
127 ⭐
Fast, parallel, extensible and adaptable genetic algorithms framework written in Rust
Slitherin
80 ⭐
AI research environment for the game of Snake 🐍 .
Jenetics
701 ⭐
Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization
Ai_plays_snake
140 ⭐
AI trained using Genetic Algorithm and Deep Learning to play the game of snake
Invaderz
692 ⭐
Space invaders, but the invaders evolve with genetic algorithm
Geneticalgorithmpython
758 ⭐
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Emoji Art Generator
61 ⭐
Use a genetic algorithm to evolve an image by putting emojies on a canvas
Ecosim
380 ⭐
An interactive ecosystem and evolution simulator written in C and OpenGL, for GNU/Linux.
Vss2sn Path_planning
160 ⭐
This repository contains path planning algorithms in C++ for a grid based search.
Metaheuristics
146 ⭐
Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)
Aimandshoot
211 ⭐
A neuroevolution game experiment.
Radiate
92 ⭐
A genetic programming engine which evolves solutions through asynchronous speciation.
Cephalopods
137 ⭐
Evolving squids through neuroevolution
Evolutionary.jl
196 ⭐
Evolutionary & genetic algorithms for Julia
Tsp Genetic Python
75 ⭐
A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga
Evolutionary Computation Course
194 ⭐
Jupyter/IPython notebooks about evolutionary computation.
Circle Evolution
280 ⭐
Evolutionary Art Using Circles in Python
Smile
5437 ⭐
Statistical Machine Intelligence & Learning Engine
Hyperparameter Optimization Of Machine Learning Algorithms
783 ⭐
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Opencog Moses
121 ⭐
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.
Luca Scr Ga
73 ⭐
An R package for optimization using genetic algorithms
Watchmaker
194 ⭐
The Watchmaker Framework for Evolutionary Computation
Algorithmimplementations
61 ⭐
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)
Iamdinosaur
2766 ⭐
🦄 An Artificial Inteligence to teach Google's Dinosaur to jump cactus
Cross Adaptive Audio
88 ⭐
Evolving Artificial Neural Networks for Cross-Adaptive Audio Effects
Eaopt
769 ⭐
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Genann
1183 ⭐
simple neural network library in ANSI C
Bluepyopt
160 ⭐
Blue Brain Python Optimisation Library
Artificial Intelligence
384 ⭐
Awesome Artificial Intelligence Projects
Evoasm.rb
90 ⭐
An AIMGP (Automatic Induction of Machine code by Genetic Programming) engine
Hippocrates
59 ⭐
No longer maintained, actually usable implementation of NEAT
Mgo
69 ⭐
Purely functional genetic algorithms for multi-objective optimisation
Py Ga Vrptw
303 ⭐
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
Genetic_draw
93 ⭐
Genetic Algorithms for drawing images
Tensorflow_cookbook
6000 ⭐
Code for Tensorflow Machine Learning Cookbook
Ai Plays Flappybird
57 ⭐
Using genetic algorithm and neural networks to teach AI to play flappy bird.
Somnibyte Mlkit
151 ⭐
A simple machine learning framework written in Swift 🤖
Genetic Algorithm Montage
89 ⭐
genetic algorithm for self-referential image approximation.
Genetic Algorithm
116 ⭐
Generic implementation of genetic algorithm in Java.
Ml Games
256 ⭐
Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.
Lagodiuk Genetic Programming
106 ⭐
Symbolic regression solver, based on genetic programming methodology.
Openclga
109 ⭐
A Python Library for Genetic Algorithm on OpenCL
Boxpacking
53 ⭐
R package for solving three-dimensional bin packing problem
Rubikswift
80 ⭐
Rubik's cube API in Swift + a genetic solver algorithm
Evo Neural Network Agents
50 ⭐
Evolving of neural networks for collective agents
Jinyeom Neat
61 ⭐
NEAT (NeuroEvolution of Augmenting Topologies) implemented in Go
Rl Course Experiments
75 ⭐
Flappy Bird Genetic Algorithms
82 ⭐
Use genetic algorithms to train flappy bird
Dissecting Reinforcement Learning
531 ⭐
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Ai Programmer
987 ⭐
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
Pagmo2
616 ⭐
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Galgo 2.0
174 ⭐
Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization
Ml From Scratch
20767 ⭐
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.
Guybedo Minos
48 ⭐
Deep learning, architecture and hyper parameters search with genetic algorithms
Gaps
513 ⭐
A Genetic Algorithm-Based Solver for Jigsaw Puzzles :cyclone:
Devol
936 ⭐
Genetic neural architecture search with Keras
Time Table Scheduler
109 ⭐
Time Table generation using Genetic Algorithms ( Java-Struts2)
Neataptic
1060 ⭐
:rocket: Blazing fast neuro-evolution & backpropagation for the browser and Node.js
Genetic Cnn
195 ⭐
CNN architecture exploration using Genetic Algorithm
Neural Network P5
222 ⭐
Deprecated! See:
Applying_eanns
1140 ⭐
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.
Coral Growth
63 ⭐
A new coral growth model evolved with genetic algorithm.
Agario Ai
49 ⭐
Neural agents learn to play in an agario-like environment with Neataptic
Shuai Xie Genetic Algorithm
184 ⭐
遗传算法 - Matlab
Bot Evolution
136 ⭐
An interesting display of evolution through neural networks and a genetic algorithm
Car Simulator
337 ⭐
Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.
Mabe
66 ⭐
Modular Agent Based Evolution Framework
100 Solid
549 ⭐
🎯 A comprehensive gradient-free optimization framework written in Python
Genevo
77 ⭐
Execute genetic algorithm (GA) simulations in a customizable and extensible way.
Cgp Cnn
63 ⭐
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)
Evolutionary Algorithm
1007 ⭐
Evolutionary Algorithm using Python, 莫烦Python 中文AI教学
Gaft
697 ⭐
A Genetic Algorithm Framework in Python
Machine Learning Flappy Bird
1686 ⭐
Machine Learning for Flappy Bird using Neural Network and Genetic Algorithm