Linux workstation

Upstream software project

pyswarms

Precompiled Python bytecode for py3-pyswarms

About pyswarms

Precompiled Python bytecode for py3-pyswarms

This project links 10 native package records across 5 recorded operating-system releases. Compare the retained versions and architectures below, then open the package for your own release.

These are catalog observations, not a guarantee of installation, compatibility, or upstream support.

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Project pictures and package coverage

pyswarms repository preview from GitHub
Project repository preview, supplied by GitHub. Open source repository
Alpine Linux 3.21: 2 package records; Alpine Linux 3.22: 2 package records; Debian 12 (Bookworm): 2 package records; Debian 13 (Trixie): 2 package records; openSUSE Tumbleweed: 2 package records. Catalog coverage diagram, not an application screenshot.pyswarms: recorded package coverageAlpine Linux 3.212 recordsAlpine Linux 3.222 recordsDebian 12 (Bookworm)2 recordsDebian 13 (Trixie)2 recordsopenSUSE Tumbleweed2 records
OpenFactory diagram of linked package records. It is not an application screenshot.

Project identity

Project
pyswarms
Publisher
Not authoritatively mapped
Native package records
10
Operating systems
alpine-linux-3-21, alpine-linux-3-22, debian-12, debian-13, opensuse-tumbleweed
License expression
MIT
Metadata completeness
70/100 (not a software quality rating)
Homepage
Visit upstream site
Source repository
Open source repository

Source-reported description

The fullest retained description is shown with its source. Distribution packaging descriptions may include downstream details.

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.

Description source

Packages by operating system

Compare recorded versions, then open a package for dependency, file, checksum, and repository evidence. Version strings are distribution-specific, not a ranking of newer software.

Alpine Linux 3.21

  1. py3-pyswarms

    Alpine Linux 3.21 / source py3-pyswarms

    1.3.0-r6

    A research toolkit for particle swarm optimization in Python

    aarch64x86_64v3.21
  2. py3-pyswarms-pyc

    Alpine Linux 3.21 / source py3-pyswarms

    1.3.0-r6

    Precompiled Python bytecode for py3-pyswarms

    aarch64x86_64v3.21

Alpine Linux 3.22

  1. py3-pyswarms

    Alpine Linux 3.22 / source py3-pyswarms

    1.3.0-r6

    A research toolkit for particle swarm optimization in Python

    aarch64x86_64v3.22
  2. py3-pyswarms-pyc

    Alpine Linux 3.22 / source py3-pyswarms

    1.3.0-r6

    Precompiled Python bytecode for py3-pyswarms

    aarch64x86_64v3.22

Debian 12 (Bookworm)

  1. python3-pyswarms

    Debian 12 (Bookworm) / python / source pyswarms

    1.3.0-5

    research toolkit for particle swarm optimization in Python

    allbookworm
  2. python-pyswarms-doc

    Debian 12 (Bookworm) / doc / source pyswarms

    1.3.0-5

    documentation and examples for PySwarms

    allbookworm

Debian 13 (Trixie)

  1. python3-pyswarms

    Debian 13 (Trixie) / python / source pyswarms

    1.3.0-9

    research toolkit for particle swarm optimization in Python

    alltrixie
  2. python-pyswarms-doc

    Debian 13 (Trixie) / doc / source pyswarms

    1.3.0-9

    documentation and examples for PySwarms

    alltrixie

openSUSE Tumbleweed

  1. python313-pyswarms

    openSUSE Tumbleweed / Unspecified / source python-pyswarms

    1.3.0-1.1

    A Python-based Particle Swarm Optimization (PSO) library

    noarchtumbleweed
  2. python314-pyswarms

    openSUSE Tumbleweed / Unspecified / source python-pyswarms

    1.3.0-1.1

    A Python-based Particle Swarm Optimization (PSO) library

    noarchtumbleweed

Project resources and further reading

Mapping provenance

Only source-backed identity signals create public cross-OS links. A reviewer can later approve or dispute an inferred relationship without rewriting native package history.

No field-level source record is published yet.