Project Name | Stars | Downloads | Repos Using This | Packages Using This | Most Recent Commit | Total Releases | Latest Release | Open Issues | License | Language |
---|---|---|---|---|---|---|---|---|---|---|
Scikit Opt | 4,648 | 3 | 5 | 4 months ago | 23 | January 14, 2022 | 64 | mit | Python | |
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman) | ||||||||||
Pymoo | 1,886 | 62 | 4 months ago | 22 | November 26, 2023 | 23 | apache-2.0 | Python | ||
NSGA2, NSGA3, R-NSGA3, MOEAD, Genetic Algorithms (GA), Differential Evolution (DE), CMAES, PSO | ||||||||||
Geneticalgorithmpython | 1,564 | 8 | 5 months ago | 57 | September 08, 2023 | 77 | bsd-3-clause | Python | ||
Source code of PyGAD, a Python 3 library for building the genetic algorithm and training machine learning algorithms (Keras & PyTorch). | ||||||||||
Geneticsharp | 1,159 | 22 | 8 | 7 months ago | 18 | January 29, 2023 | 7 | mit | C# | |
GeneticSharp is a fast, extensible, multi-platform and multithreading C# Genetic Algorithm library that simplifies the development of applications using Genetic Algorithms (GAs). | ||||||||||
Hyperparameter Optimization Of Machine Learning Algorithms | 1,025 | 2 years ago | mit | Jupyter Notebook | ||||||
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear) | ||||||||||
Jenetics | 806 | 101 | 6 | 4 months ago | 24 | August 30, 2023 | 41 | apache-2.0 | Java | |
Jenetics - Genetic Algorithm, Genetic Programming, Grammatical Evolution, Evolutionary Algorithm, and Multi-objective Optimization | ||||||||||
Pagmo2 | 759 | 5 | 5 months ago | 24 | August 23, 2022 | 43 | gpl-3.0 | C++ | ||
A C++ platform to perform parallel computations of optimisation tasks (global and local) via the asynchronous generalized island model. | ||||||||||
Eaopt | 721 | 1 | 3 years ago | 5 | November 16, 2020 | 6 | mit | Go | ||
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution) | ||||||||||
Gaft | 676 | 5 | 5 years ago | 27 | December 01, 2018 | 24 | gpl-3.0 | Python | ||
A Genetic Algorithm Framework in Python | ||||||||||
Mealpy | 638 | 10 | 4 months ago | 59 | November 05, 2023 | 6 | gpl-3.0 | Python | ||
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology) |