Particle Swarm Optimization Python Packages

pyswarms

A research toolkit for particle swarm optimization in Python

fst-pso

A settings-free global optimization method based on PSO and fuzzy logic

mealpy

A Collection Of The State-of-the-art Metaheuristic Algorithms In Python (Metaheuristic/Optimizer/Nature-inspired/Biology)

gradient-free-optimizers

Lightweight optimization with local, global, population-based and sequential techniques across mixed search spaces

pypop7

[JMLR (CCF-A)] PyPop7: A Pure-PYthon LibrarY for POPulation-based Black-Box Optimization (BBO), especially *Large-Scale* algorithm variants. In the near future, we will add Learning-Based Optimizers as its extensions. [https://jmlr.org/papers/v25/23-0386.html]

mgsurve

Python package to optimize mosquito traps' positioning in field trials.

sko

Swarm Intelligence in Python

pylinkage

Create and optimize kinematic planar linkages in Python

metacluster

MetaCluster: An Open-Source Python Library for Metaheuristic-based Clustering Problems

swarmlib

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)

zoofs

zoofs is a Python library for performing feature selection using an variety of nature inspired wrapper algorithms..

ki

Reinforcment Learning Inspired by Earth

graph-stitcher

Graph algorithms to merge two graphs based on stitching.

metaperceptron

MetaPerceptron: A Standardized Framework For Metaheuristic-Driven Multi-layer Perceptron Optimization

intelelm

IntelELM: A Python Framework for Intelligent Metaheuristic-based Extreme Learning Machine

psopy

A SciPy compatible super fast Python implementation for Particle Swarm Optimization.

graforvfl

GrafoRVFL: A Gradient-Free Optimization Framework for Boosting Random Vector Functional Link Network

evorbf

EvoRBF: A Nature-inspired Algorithmic Framework for Evolving Radial Basis Function Networks

swing-opt

Swarm intelligence optimization.

tsne-pso

t-Distributed Stochastic Neighbor Embedding with Particle Swarm Optimization

vpso

Myopic and Non-Myopic Global Optimization

nia

Nature Inspired Optimization Algorithms

starpso

StarPSO implements a variety of PSO algorithms that can be used on problems with different data types.

stochannpy

StochANNPy