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Debian 12 (Bookworm) native package

python3-bumps

data fitting and Bayesian uncertainty modeling for inverse problems (Python 3)

Packages / Debian 12 (Bookworm) / python / python3-bumps

[Source: python-bumps]

Package: python3-bumps (0.9.0-3)

Maintainers:

Debian Science Maintainers

External Resources:

Homepage: [github.com]

Similar packages:

  • [bumps-private-libs]

    data fitting and Bayesian uncertainty modeling for inverse problems (libraries)

  • [python-bumps-doc]

    data fitting and Bayesian uncertainty modeling for inverse problems (docs)

data fitting and Bayesian uncertainty modeling for inverse problems (Python 3)

Other Packages Related to python3-bumps:

  • dep: [python3-matplotlib] (>= 1.0)

    Python based plotting system in a style similar to Matlab (Python 3)

  • dep: [python3-numpy] (>= 1.3.0)

    Fast array facility to the Python 3 language

  • dep: [python3-scipy] (>= 0.7.0)

    scientific tools for Python 3

  • dep: [python3-six]

    Python 2 and 3 compatibility library

  • dep: [python3] [any]

    interactive high-level object-oriented language (default python3 version)

  • rec: [bumps-private-libs]

    data fitting and Bayesian uncertainty modeling for inverse problems (libraries)

  • rec: [python3-wxgtk4.0]

    Python 3 interface to the wxWidgets Cross-platform C++ GUI toolkit

  • sug: [python-bumps-doc]

    data fitting and Bayesian uncertainty modeling for inverse problems (docs)

  • sug: [python3-sklearn]

    Python modules for machine learning and data mining - Python 3

Download python3-bumps

ArchitecturePackage SizeInstalled SizeFiles
all415 KiB1.6 MiB[list of files]

Package file paths (0)

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.

No package-associated file paths were observed for the displayed build metadata.

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

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Versions, suites, and repositories

Each row is recorded package-index metadata for one version, architecture, suite, and repository. Names, URLs, and sizes are source-reported; a link is a potentially mutable retrieval location, not an OpenFactory redistribution claim or proof that OpenFactory retained the artifact bytes.

VersionReleaseArchitectureRepositoryPackage sizeInstalled sizePublisher repository artifact
0.9.0-3bookworm / mainallDebian 12 · main · arm64415 KiB1.6 MiBpool/main/p/python-bumps/python3-bumps_0.9.0-3_all.deb
0.9.0-3bookworm / mainallDebian 12 · main · amd64415 KiB1.6 MiBpool/main/p/python-bumps/python3-bumps_0.9.0-3_all.deb

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

Checksums and observation dates

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.

0.9.0-3 / allObserved 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: abe237fba08bd1a6a730082d2b106baf2eec2c633c164a9a22e95b9a732cb689

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

printf '%s %s\n' 'abe237fba08bd1a6a730082d2b106baf2eec2c633c164a9a22e95b9a732cb689' 'python3-bumps_0.9.0-3_all.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

0.9.0-3 / allObserved 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: abe237fba08bd1a6a730082d2b106baf2eec2c633c164a9a22e95b9a732cb689

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

printf '%s %s\n' 'abe237fba08bd1a6a730082d2b106baf2eec2c633c164a9a22e95b9a732cb689' 'python3-bumps_0.9.0-3_all.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

Catalog record completeness

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
0/15
Homepage
5/5
License text
0/5
Source package or maintainer
10/10

Recorded total: 80/100

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

Sources and provenance

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 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 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

python3-bumps Package for Debian 12 (Bookworm) | OpenFactory