Bug#958123: ITP: pyswarms -- research toolkit for particle swarm optimization in Python
Package: wnpp
Severity: wishlist
Owner: Christian Kastner <ckk@debian.org>
* Package name : pyswarms
Version : 1.1.0
Upstream Author : pyswarms developers
* URL : https://github.com/ljvmiranda921/pyswarms
* License : MIT
Programming Lang: Python
Description : research toolkit for particle swarm optimization in Python
PySwarms is an extensible research toolkit for particle swarm optimization
(PSO) in Python.
It is intended for swarm intelligence researchers, practitioners, and students
who prefer a high-level declarative interface for implementing PSO in their
problems. PySwarms enables basic optimization with PSO and interaction with
swarm optimizations.
Features:
* High-level module for Particle Swarm Optimization
* Built-in objective functions to test optimization algorithms
* Plotting environment for cost histories and particle movement
* Hyperparameter search tools to optimize swarm behaviour
I intend to maintain this within the Debian Science Team.
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