Package: python3-pynndescent (0.5.8-2) nearest neighbor descent for approximate nearest neighbors Other Packages Related to python3-pynndescent: [python3-importlib-metadata ]
library to access the metadata for a Python package - Python 3.x
[python3 ] (>> 3.8)
interactive high-level object-oriented language (default python3 version)
[python3-joblib ]
tools to provide lightweight pipelining in Python
[python3-llvmlite ]
LLVM Python 3 binding for writing JIT compilers
[python3-numba ]
native machine code compiler for Python 3
[python3-scipy ]
scientific tools for Python 3
[python3-sklearn ]
Python modules for machine learning and data mining - Python 3
[python3 ] [any]
interactive high-level object-oriented language (default python3 version)
Download python3-pynndescent Percorsi file del pacchetto (17) 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/pynndescent-0.5.8.egg-info/dependency_links.txt /usr/lib/python3/dist-packages/pynndescent-0.5.8.egg-info/not-zip-safe /usr/lib/python3/dist-packages/pynndescent-0.5.8.egg-info/PKG-INFO /usr/lib/python3/dist-packages/pynndescent-0.5.8.egg-info/requires.txt /usr/lib/python3/dist-packages/pynndescent-0.5.8.egg-info/top_level.txt /usr/lib/python3/dist-packages/pynndescent/distances.py /usr/lib/python3/dist-packages/pynndescent/graph_utils.py /usr/lib/python3/dist-packages/pynndescent/__init__.py /usr/lib/python3/dist-packages/pynndescent/optimal_transport.py /usr/lib/python3/dist-packages/pynndescent/pynndescent_.py /usr/lib/python3/dist-packages/pynndescent/rp_trees.py /usr/lib/python3/dist-packages/pynndescent/sparse_nndescent.py /usr/lib/python3/dist-packages/pynndescent/sparse.py /usr/lib/python3/dist-packages/pynndescent/threaded_rp_trees.py /usr/lib/python3/dist-packages/pynndescent/utils.py /usr/share/doc/python3-pynndescent/changelog.Debian.gz /usr/share/doc/python3-pynndescent/copyright Field source: Debian 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
Usa questo pacchetto OpenFactory può avviare questo sistema operativo in una macchina virtuale del browser, o iniziare una costruzione che include il nome nativo del pacchetto di questo record.
Versioni, suite e repository Ogni riga è metadato dell'indice pacchetti per una versione, architettura, suite e repository. Nomi, URL e dimensioni arrivano dalla fonte; un link è un punto di recupero mutabile, non una redistribuzione OpenFactory.
Checksum e date di osservazione 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.
0.5.8-2 / amd64 Observed 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: 90ae5dbbf19cce2d6e48d15232b5bfe97f6f2eda0e7dc7efcbb8ab7cec23bc16
After downloading that exact artifact, compare its bytes with the source-reported expected digest:
printf '%s %s\n' '90ae5dbbf19cce2d6e48d15232b5bfe97f6f2eda0e7dc7efcbb8ab7cec23bc16' 'python3-pynndescent_0.5.8-2_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
0.5.8-2 / arm64 Observed 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: f9b8115dad53a1769db1d0b5baae2b484f08671240fe04c38f2d721aa10f3fc3
After downloading that exact artifact, compare its bytes with the source-reported expected digest:
printf '%s %s\n' 'f9b8115dad53a1769db1d0b5baae2b484f08671240fe04c38f2d721aa10f3fc3' 'python3-pynndescent_0.5.8-2_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
Fonti e provenienza 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 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 SHA-256 77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint 4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision debian-archive-keyring.gpgSHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
Tool and policy gpgv (GnuPG) 2.4.9
Verification time Sep 1, 2026 Signed Release → package-index hash linkage Path: main/binary-amd64/Packages.xz9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c59e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5
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 SHA-256 77737fa4b34f2693e982cc9ee35736816c35a7778fc2d326cc1bbf5b301fe1aa
Signer fingerprint 4CB50190207B4758A3F73A796ED0E7B82643E131
Keyring revision debian-archive-keyring.gpgSHA-256 506b815cbb32d9b6066b4a2aa524071e071761e7e7f68c3ac74f3061ba852017
Tool and policy gpgv (GnuPG) 2.4.9
Verification time Sep 1, 2026 Signed Release → package-index hash linkage Path: main/binary-arm64/Packages.xz2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c002ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00
