366 Open Source Genetic Algorithm Software Projects
Free and open source genetic algorithm code projects including engines, APIs, generators, and tools.
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO
Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools
Scikit Opt2878 ⭐
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 Algorithm55 ⭐
Matlab Module for Stock Market Prediction using Simple NN
Evolving Simple Organisms123 ⭐
Evolving simple organisms using a genetic algorithm and deep learning from scratch with python
Reactive Trader91 ⭐
In the coming weeks this plans to become a Gekko plugin that reacts to market changes, finding and running only the most profitable strategies.
A class scheduler using adaptive-elitist genetic algorithm.
GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs).
Fantasy Basketball185 ⭐
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 Ii106 ⭐
Learning how to implement GA and NSGA-II for job shop scheduling problem in python
Neuroevolution Btc Trader129 ⭐
Building a population of models that trade crypto and mutate iteratively
Jenetics - Genetic Algorithm, Genetic Programming, Evolutionary Algorithm, and Multi-objective Optimization
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch).
Vss2sn Path_planning160 ⭐
This repository contains path planning algorithms in C++ for a grid based search.
Tsp Genetic Python75 ⭐
A genetic algorithm to solve the Travelling Salesman Problem, implemented in Python. Made by Jack Frigaard, modified by Mauricio Aizaga
Hyperparameter Optimization Of Machine Learning Algorithms783 ⭐
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
Opencog Moses121 ⭐
MOSES Machine Learning: Meta-Optimizing Semantic Evolutionary Search. See also AS-MOSES https://github.com/opencog/asmoses but kept to guaranty backward compatibility.
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)
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
Py Ga Vrptw303 ⭐
A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows
Ml Games256 ⭐
Machine learning games. Use combination of genetic algorithms and neural networks to control the behaviour of in-game objects.
Lagodiuk Genetic Programming106 ⭐
Symbolic regression solver, based on genetic programming methodology.
Dissecting Reinforcement Learning531 ⭐
Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog
Ai Programmer987 ⭐
Using artificial intelligence and genetic algorithms to automatically write programs. Tutorial: http://www.primaryobjects.com/cms/article149
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model.
Galgo 2.0174 ⭐
Genetic Algorithm in C++ with template metaprogramming and abstraction for constrained optimization
Ml From Scratch20767 ⭐
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.
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.
Bot Evolution136 ⭐
An interesting display of evolution through neural networks and a genetic algorithm
Car Simulator337 ⭐
Cgp Cnn63 ⭐
A Genetic Programming Approach to Designing CNN Architectures, In GECCO 2017 (oral presentation, Best Paper Award)