Linux workstation

openSUSE Tumbleweed native package

python314-pyswarms

Бібліотека Particle Swarm Optimization (PSO) на Python

Packages / openSUSE Tumbleweed / Unspecified / python314-pyswarms

[Source: python-pyswarms]

Package: python314-pyswarms (1.3.0-1.1)

[Project overview: pyswarms]

External Resources:

Homepage: [github.com]

Similar packages:

  • [python313-pyswarms]

    Бібліотека Particle Swarm Optimization (PSO) на основі Python

Бібліотека Particle Swarm Optimization (PSO) на Python

PySwarms — це розширюваний дослідницький інструментарій для particle swarm optimization (PSO) мовою Python. Він призначений для дослідників, практиків і студентів у галузі ройового інтелекту, які віддають перевагу декларативному високорівневому інтерфейсу для реалізації PSO у своїх задачах. PySwarms забезпечує базову оптимізацію за допомогою PSO та взаємодію з ройовими оптимізаціями.

Other Packages Related to python314-pyswarms:

  • dep: python(abi) (= 3.14)

    Package not available

  • dep: [python314-PyYAML]

    Парсер і емітер YAML для Python

  • dep: [python314-attrs]

    Атрибути без шаблонного коду

  • dep: [python314-matplotlib]

    Бібліотека побудови графіків для Python

  • dep: [python314-numpy]

    Обробка масивів NumPy для чисел, рядків, записів і об’єктів

  • dep: [python314-scipy]

    Наукові інструменти для Python

  • dep: [python314-tqdm]

    Розширюваний індикатор прогресу

Download python314-pyswarms

ArchitecturePackage SizeInstalled SizeFiles
noarch112 KiB508 KiB[list of files]

Шляхи файлів пакета (146)

Paths come from the repository package-file index for the observed builds. They describe archive/package associations, not every file that will exist on a running system after maintainer scripts, alternatives, generated state, diversions, or installation choices.

  • /usr/lib/python3.14/site-packages/pyswarms
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/INSTALLER
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/licenses
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/licenses/AUTHORS.rst
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/licenses/LICENSE
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/METADATA
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/RECORD
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/REQUESTED
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/top_level.txt
  • /usr/lib/python3.14/site-packages/pyswarms-1.3.0.dist-info/WHEEL
  • /usr/lib/python3.14/site-packages/pyswarms/backend
  • /usr/lib/python3.14/site-packages/pyswarms/backend/generators.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/handlers.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/operators.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/generators.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/generators.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/handlers.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/handlers.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/operators.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/operators.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/swarms.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/__pycache__/swarms.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/swarms.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/base.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/base.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/base.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/pyramid.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/pyramid.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/random.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/random.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/ring.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/ring.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/star.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/star.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/von_neumann.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/__pycache__/von_neumann.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/pyramid.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/random.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/ring.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/star.py
  • /usr/lib/python3.14/site-packages/pyswarms/backend/topology/von_neumann.py
  • /usr/lib/python3.14/site-packages/pyswarms/base
  • /usr/lib/python3.14/site-packages/pyswarms/base/base_discrete.py
  • /usr/lib/python3.14/site-packages/pyswarms/base/base_single.py
  • /usr/lib/python3.14/site-packages/pyswarms/base/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/base/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/base/__pycache__/base_discrete.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/base/__pycache__/base_discrete.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/base/__pycache__/base_single.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/base/__pycache__/base_single.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/base/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/base/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/discrete
  • /usr/lib/python3.14/site-packages/pyswarms/discrete/binary.py
  • /usr/lib/python3.14/site-packages/pyswarms/discrete/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/discrete/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/discrete/__pycache__/binary.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/discrete/__pycache__/binary.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/discrete/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/discrete/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single
  • /usr/lib/python3.14/site-packages/pyswarms/single/general_optimizer.py
  • /usr/lib/python3.14/site-packages/pyswarms/single/global_best.py
  • /usr/lib/python3.14/site-packages/pyswarms/single/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/single/local_best.py
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/general_optimizer.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/general_optimizer.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/global_best.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/global_best.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/local_best.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/single/__pycache__/local_best.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators/decorators.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators/__pycache__/decorators.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators/__pycache__/decorators.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/decorators/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions/__pycache__/single_obj.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions/__pycache__/single_obj.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/functions/single_obj.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/formatters.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/plotters.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__pycache__/formatters.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__pycache__/formatters.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__pycache__/plotters.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/plotters/__pycache__/plotters.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/utils/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter/__pycache__/reporter.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter/__pycache__/reporter.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/reporter/reporter.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/base_search.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/grid_search.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__init__.py
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/base_search.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/base_search.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/grid_search.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/grid_search.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/__init__.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/__init__.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/random_search.cpython-314.opt-1.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/__pycache__/random_search.cpython-314.pyc
  • /usr/lib/python3.14/site-packages/pyswarms/utils/search/random_search.py
  • /usr/share/doc/packages/python314-pyswarms
  • /usr/share/doc/packages/python314-pyswarms/README.md
  • /usr/share/licenses/python314-pyswarms
  • /usr/share/licenses/python314-pyswarms/LICENSE

Field source: openSUSE Tumbleweed OSS revision tumbleweed-oss-multiarch:4db10cdde3ad82c7e22be35753c9e164b4bdd30f92db4aee17a0d4c94c5f902f

Використати цей пакет

OpenFactory може завантажити цю операційну систему у віртуальній машині браузера або почати збірку образу з рідною назвою пакета з цього запису.

Версії, набори та репозиторії

Кожен рядок: метадані індексу пакетів для однієї версії, архітектури, набору й репозиторію. Назви, URL і розміри зі джерела; посилання є змінним місцем отримання, не перерозповсюдженням OpenFactory.

VersionReleaseArchitectureRepositoryPackage sizeInstalled sizePublisher repository artifact
1.3.0-1.1tumbleweed / ossnoarchopenSUSE Tumbleweed · OSS · multi-architecture112 KiB508 KiBnoarch/python314-pyswarms-1.3.0-1.1.noarch.rpm

Field source: openSUSE Tumbleweed OSS revision tumbleweed-oss-multiarch:4db10cdde3ad82c7e22be35753c9e164b4bdd30f92db4aee17a0d4c94c5f902f

Контрольні суми й дати спостереження

For an APT source, signature verification authenticates the repository metadata chain and the Packages index containing this source-reported artifact digest. It does not certify package safety.

Повнота запису каталогу

The completeness score measures metadata coverage, not software quality, security, compatibility, or suitability.

Summary and description
25/25
Artifact path and source digest
25/25
Dependency metadata
15/15
Package-file index
15/15
Homepage
5/5
License text
5/5
Source package or maintainer
10/10

Recorded total: 100/100

Field source: openSUSE Tumbleweed OSS revision tumbleweed-oss-multiarch:4db10cdde3ad82c7e22be35753c9e164b4bdd30f92db4aee17a0d4c94c5f902f. The cross-OS mapping is catalog-derived from the source-reported homepage; it does not establish authorship or publisher identity

Джерела та походження

Field-source links above resolve here. Each source entry names the metadata publisher, trust tier, exact snapshot revision, signature result, and observation time; catalog-derived mappings are labeled separately.

  • Authoritative source; repository metadata signature verified, revision tumbleweed-oss-multiarch:4db10cdde3ad82c7e22be35753c9e164b4bdd30f92db4aee17a0d4c94c5f902f

    Signature verification covers the configured repository metadata chain. It does not certify that the package is safe or suitable.

    Repository-signature verification record
    Signed-object SHA-256
    4db10cdde3ad82c7e22be35753c9e164b4bdd30f92db4aee17a0d4c94c5f902f
    Signer fingerprint
    AD485664E901B867051AB15F35A2F86E29B700A4
    Keyring revision
    opensuse-project-signing-key.asc
    SHA-256 b5745739ebfb95b25b8e810f9bcb847fe750ccda598bd85f02f0e974599a6d7e
    Tool and policy
    gpgv (GnuPG) 2.4.9
    openfactory-software-catalog-signature-v1
    Verification time
    Sep 1, 2026
    Signed Release → package-index hash linkage

    Path: Not recorded
    Expected SHA-256: Not recorded
    Observed SHA-256: Not recorded
    Result: match verified