Debian 12 (Bookworm) native package

python3-sklearn-lib

low-level implementations and bindings for scikit-learn - Python 3

Packages / Debian 12 (Bookworm) / python / python3-sklearn-lib

[Source: scikit-learn]

Package: python3-sklearn-lib (1.2.1+dfsg-1)

Maintainers:

Debian Science Maintainers

External Resources:

Homepage: [scikit-learn.org]

Similar packages:

[python3-sklearn]
Python modules for machine learning and data mining - Python 3
[python-sklearn-doc]
documentation and examples for scikit-learn

low-level implementations and bindings for scikit-learn - Python 3

Other Packages Related to python3-sklearn-lib:

dep: [libc6] (>= 2.32)
GNU C Library: Shared libraries
dep: [libgcc-s1] (>= 3.0)
GCC support library
dep: [libgomp1] (>= 4.9)
GCC OpenMP (GOMP) support library
dep: [libstdc++6] (>= 11)
GNU Standard C++ Library v3
dep: [python3-numpy] (>= 1:1.22.0)
Fast array facility to the Python 3 language
dep: python3-numpy-abi9
Package not available
dep: [python3] (<< 3.12)
interactive high-level object-oriented language (default python3 version)
dep: [python3] (>= 3.11~)
interactive high-level object-oriented language (default python3 version)

Download python3-sklearn-lib

Architecture	Package Size	Installed Size	Files
amd64	2.4 MiB	14 MiB	[list of files]
arm64	2.1 MiB	15 MiB	[list of files]

Шляхи файлів пакета (132)

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/dist-packages/sklearn/__check_build/_check_build.cpython-311-aarch64-linux-gnu.so
/usr/lib/python3/dist-packages/sklearn/__check_build/_check_build.cpython-311-x86_64-linux-gnu.so
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/usr/share/doc/python3-sklearn-lib/changelog.Debian.gz
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Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

Використати цей пакет

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

Спробувати Debian 12 (Bookworm) у браузері Зібрати образ, що містить python3-sklearn-lib

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.

Version	Release	Architecture	Repository	Package size	Installed size	Publisher repository artifact
1.2.1+dfsg-1	bookworm / main	amd64	Debian 12 · main · amd64	2.4 MiB	14 MiB	pool/main/s/scikit-learn/python3-sklearn-lib_1.2.1+dfsg-1_amd64.deb
1.2.1+dfsg-1	bookworm / main	arm64	Debian 12 · main · arm64	2.1 MiB	15 MiB	pool/main/s/scikit-learn/python3-sklearn-lib_1.2.1+dfsg-1_arm64.deb

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

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.

1.2.1+dfsg-1 / amd64Observed 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 sha256: f57087aeb7e78fa02bb89eed3a36ff626191eb0d9f650ef8116c49e266f5dfb2

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s  %s\n' 'f57087aeb7e78fa02bb89eed3a36ff626191eb0d9f650ef8116c49e266f5dfb2' 'python3-sklearn-lib_1.2.1+dfsg-1_amd64.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

1.2.1+dfsg-1 / arm64Observed 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 sha256: 0c4fd4aac65e569fd60cc293b6344183b35076a7e3642bc33b8beae15f8c4aa2

After downloading that exact artifact, compare its bytes with the source-reported expected digest:

printf '%s  %s\n' '0c4fd4aac65e569fd60cc293b6344183b35076a7e3642bc33b8beae15f8c4aa2' 'python3-sklearn-lib_1.2.1+dfsg-1_arm64.deb' | sha256sum --check --strict -

A match establishes equality with the repository metadata value. It does not establish safety or catalog-side artifact retrieval.

Field source: Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

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: 0/5
Source package or maintainer: 10/10

Recorded total: 95/100

Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5, Debian 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00. 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.

Debian 12 (Bookworm) main amd64Sep 1, 2026
Authoritative source; repository metadata signature verified, revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
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
https://deb.debian.org/debian/dists/bookworm/InRelease
Signed-object SHA-256
77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint
4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision
debian-archive-keyring.gpg
SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
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: main/binary-amd64/Packages.xz
Expected SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Observed SHA-256: 9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Result: match verified
Debian 12 (Bookworm) main arm64Sep 1, 2026
Authoritative source; repository metadata signature verified, revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
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
https://deb.debian.org/debian/dists/bookworm/InRelease
Signed-object SHA-256
77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint
4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision
debian-archive-keyring.gpg
SHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
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: main/binary-arm64/Packages.xz
Expected SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Observed SHA-256: 2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
Result: match verified