openSUSE Tumbleweed native package

python313-pyswarms

Una libreria Python per Particle Swarm Optimization (PSO)

Packages / openSUSE Tumbleweed / Unspecified / python313-pyswarms

[Source: python-pyswarms]

Package: python313-pyswarms (1.3.0-1.1)

[Project overview: pyswarms]

External Resources:

Homepage: [github.com]

Similar packages:

[python314-pyswarms]
Una libreria Python per Particle Swarm Optimization (PSO)

Una libreria Python per Particle Swarm Optimization (PSO)

PySwarms è un toolkit di ricerca estensibile per particle swarm optimization (PSO) in Python. È pensato per ricercatori, professionisti e studenti di swarm intelligence che preferiscono un'interfaccia dichiarativa di alto livello per implementare PSO nei loro problemi. PySwarms consente l'ottimizzazione di base con PSO e l'interazione con le ottimizzazioni basate su sciami.

Other Packages Related to python313-pyswarms:

dep: python(abi) (= 3.13)
Package not available
dep: [python313-PyYAML]
Parser ed emitter YAML per Python
dep: [python313-attrs]
Attributi senza boilerplate
dep: [python313-matplotlib]
Libreria di plotting per Python
dep: [python313-numpy]
Elaborazione di array NumPy per numeri, stringhe, record e oggetti
dep: [python313-scipy]
Strumenti scientifici per Python
dep: [python313-tqdm]
Un misuratore di progresso estensibile

Download python313-pyswarms

Architecture	Package Size	Installed Size	Files
noarch	112 KiB	502 KiB	[list of files]

Percorsi file del pacchetto (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.

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

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Version	Release	Architecture	Repository	Package size	Installed size	Publisher repository artifact
1.3.0-1.1	tumbleweed / oss	noarch	openSUSE Tumbleweed · OSS · multi-architecture	112 KiB	502 KiB	noarch/python313-pyswarms-1.3.0-1.1.noarch.rpm

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

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1.3.0-1.1 / noarchObserved Sep 1, 2026 to Sep 1, 2026

Verification status: Metadata observed; artifact bytes were not independently fetched or hashed by this catalog import. The digest below is source-reported.

Source-reported sha512: f0e5472da9b825d97101234ec97ce878c3ce51257c3b0dc785cb46ee724ab97497d90c774cee28d9645b3491b146ae8e35d7ac39d9280e6ac6d798d8134db3d3

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

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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

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openSUSE Tumbleweed OSSSep 1, 2026
Authoritative source; repository metadata signature verified, revision tumbleweed-oss-multiarch:4db10cdde3ad82c7e22be35753c9e164b4bdd30f92db4aee17a0d4c94c5f902f
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Signed object
https://download.opensuse.org/tumbleweed/repo/oss/repodata/repomd.xml
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
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Result: match verified