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The Top 23 Particle Swarm Optimization Open Source Projects

Open source projects categorized as Particle Swarm Optimization
Categories > Particle Swarm Optimization
Scikit Opt ⭐ 4,648
Genetic Algorithm, Particle Swarm Optimization, Simulated Annealing, Ant Colony Optimization Algorithm,Immune Algorithm, Artificial Fish Swarm Algorithm, Differential Evolution and TSP(Traveling salesman)
dependent packages 5total releases 23most recent commit 4 months agopypi scikit-opt} Downloads
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20most recent commit 6 months agopypi pyswarms} Downloads
Gradient Free Optimizers ⭐ 1,072
Simple and reliable optimization with local, global, population-based and sequential techniques in numerical discrete search spaces.
dependent packages 7total releases 45most recent commit 4 months agopypi gradient-free-optimizers} Downloads
Hyperparameter Optimization Of Machine Learning Algorithms ⭐ 1,025
Implementation of hyperparameter optimization/tuning methods for machine learning & deep learning models (easy&clear)
most recent commit 2 years ago
Optim ⭐ 726
OptimLib: a lightweight C++ library of numerical optimization methods for nonlinear functions
most recent commit 3 months ago
Eaopt ⭐ 721
🍀 Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
dependent packages 1total releases 5most recent commit 3 years ago
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59most recent commit 3 months agopypi mealpy} Downloads
Solid ⭐ 518
🎯 A comprehensive gradient-free optimization framework written in Python
most recent commit 5 years ago
Car Simulator ⭐ 319
Autonomous car simulator (based on JavaScript & WebGL) implemented by fuzzy control system, genetic algorithm and particle swarm optimization.
most recent commit 7 years ago
Zoofs ⭐ 213
zoofs is a python library for performing feature selection using a variety of nature-inspired wrapper algorithms. The algorithms range from swarm-intelligence to physics-based to Evolutionary. It's easy to use , flexible and powerful tool to reduce your feature size.
dependent packages 1total releases 26most recent commit 7 months agopypi zoofs} Downloads
Metaheuristics ⭐ 195
Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)
most recent commit a year ago
Bio_ik ⭐ 176
MoveIt kinematics_base plugin based on particle optimization & GA
most recent commit 7 months ago
Wrapper Feature Selection Toolbox Python ⭐ 170
This toolbox offers 13 wrapper feature selection methods (PSO, GA, GWO, HHO, BA, WOA, and etc.) with examples. It is simple and easy to implement.
most recent commit 8 months ago
Smart Algorithm ⭐ 125
智能算法-遗传算法、蚁群算法、粒子群算法实现。实现版本Java,Python,MatLab多版本实现
most recent commit 4 years ago
Particle Swarm Optimization ⭐ 114
Learn about particle swarm optimization (PSO) through Python!
most recent commit 3 years ago
Grokking Artificial Intelligence Algorithms ⭐ 91
The official code repository supporting the book, Grokking Artificial Intelligence Algorithms
most recent commit 3 years ago
Swarmlib ⭐ 90
This repository implements several swarm optimization algorithms and visualizes them. Implemented algorithms: Particle Swarm Optimization (PSO), Firefly Algorithm (FA), Cuckoo Search (CS), Ant Colony Optimization (ACO), Artificial Bee Colony (ABC), Grey Wolf Optimizer (GWO) and Whale Optimization Algorithm (WOA)
dependent packages 2total releases 23most recent commit 3 years agopypi swarmlib} Downloads
Distributedevolutionarycomputation ⭐ 84
A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.
most recent commit 3 months ago
Pso ⭐ 69
Particle Swarm Optimization (PSO) in C
most recent commit 4 years ago
Liboptimization ⭐ 52
LibOptimization is numerical optimization algorithm library for .NET Framework. / .NET用の数値計算、最適化ライブラリ
total releases 32most recent commit a year ago
Hybrid Gwopso Optimization ⭐ 47
This script implements the hybrid of PSO and GWO optimization algorithm.
most recent commit 6 months ago
Oasw Concept Drift Detection And Adaptation ⭐ 42
An online learning method used to address concept drift and model drift. Code for the paper entitled "A Lightweight Concept Drift Detection and Adaptation Framework for IoT Data Streams" published in IEEE Internet of Things Magazine.
most recent commit 3 months ago
Pso.js ⭐ 41
Particle swarm optimization library
dependent packages 2total releases 2most recent commit 8 years agonpm pso} Downloads
The 10 Most Depended On Particle Swarm Optimization Open Source Projects
Pyswarms ⭐ 1,154
A research toolkit for particle swarm optimization in Python
dependent packages 14total releases 20latest release January 03, 2021most recent commit 6 months agopypi pyswarms} Downloads
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Fst Pso ⭐ 23
A settings-free global optimization method based on PSO and fuzzy logic
dependent packages 2total releases 52latest release October 26, 2021most recent commit 2 years agopypi fst-pso} Downloads
Pso.js ⭐ 41
Particle swarm optimization library
dependent packages 2total releases 2latest release March 29, 2015most recent commit 8 years agonpm pso} Downloads
Eaopt ⭐ 721
:four_leaf_clover: Evolutionary optimization library for Go (genetic algorithm, partical swarm optimization, differential evolution)
dependent packages 1total releases 5latest release November 16, 2020most recent commit 3 years ago
Pylinkage ⭐ 7
Create planar linkages and optimize kinematically thanks to Particle Swarm Optimization
dependent packages 1total releases 11latest release July 21, 2021most recent commit 10 months agopypi pylinkage} Downloads
The 10 Latest Releases In Particle Swarm Optimization Open Source Projects
Mealpy ⭐ 638
A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)
dependent packages 10total releases 59latest release November 05, 2023most recent commit 3 months agopypi mealpy} Downloads
Nia ⭐ 14
Nature Inspired Optimization Algorithms
total releases 3latest release December 28, 2022most recent commit a year ago
Evoli ⭐ 16
Genetic Algorithm and Particle Swarm Optimization
total releases 11latest release October 27, 2021most recent commit 2 years ago
Fst Pso ⭐ 23
A settings-free global optimization method based on PSO and fuzzy logic
dependent packages 2total releases 52latest release October 26, 2021most recent commit 2 years agopypi fst-pso} Downloads
Pylinkage ⭐ 7
Create planar linkages and optimize kinematically thanks to Particle Swarm Optimization
dependent packages 1total releases 11latest release July 21, 2021most recent commit 10 months agopypi pylinkage} Downloads
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