Debian 12 (Bookworm) native package

r-bioc-dirichletmultinomial

Dirichlet-Multinomial Mixture Model Machine Learning for Microbiome Data

Packages / Debian 12 (Bookworm) / gnu-r / r-bioc-dirichletmultinomial

Package: r-bioc-dirichletmultinomial (1.40.0-1)

[Project overview: r-bioc-dirichletmultinomial]

Maintainers:

Debian R Packages Maintainers

External Resources:

Homepage: [bioconductor.org]

Dirichlet-Multinomial Mixture Model Machine Learning for Microbiome Data

Other Packages Related to r-bioc-dirichletmultinomial:

dep: [r-base-core] (>= 4.2.2.20221110-1)
GNU R core of statistical computation and graphics system
dep: r-api-4.0
Package not available
dep: r-api-bioc-3.16
Package not available
dep: [r-bioc-s4vectors]
BioConductor S4 implementation of vectors and lists
dep: [r-bioc-iranges]
GNU R low-level containers for storing sets of integer ranges
dep: [r-bioc-biocgenerics]
generic functions for Bioconductor
dep: [libc6] (>= 2.29)
GNU C Library: Shared libraries
dep: [libgsl27] (>= 2.7.1)
GNU Scientific Library (GSL) -- library package

sug: [r-cran-lattice]
GNU R package for 'Trellis' graphics
sug: [r-cran-mass]
GNU R package of Venables and Ripley's MASS
sug: [r-cran-rcolorbrewer]
GNU R package providing suitable color palettes
sug: [r-cran-xtable]
GNU R coerce data to LaTeX and HTML tables

Download r-bioc-dirichletmultinomial

Architecture	Package Size	Installed Size	Files
amd64	586 KiB	788 KiB	[list of files]
arm64	584 KiB	824 KiB	[list of files]

Package file paths (33)

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/R/site-library/DirichletMultinomial/data/bestgrp.rda
/usr/lib/R/site-library/DirichletMultinomial/data/fit.rda
/usr/lib/R/site-library/DirichletMultinomial/data/xval.rda
/usr/lib/R/site-library/DirichletMultinomial/DESCRIPTION
/usr/lib/R/site-library/DirichletMultinomial/doc/DirichletMultinomial.pdf
/usr/lib/R/site-library/DirichletMultinomial/doc/DirichletMultinomial.R
/usr/lib/R/site-library/DirichletMultinomial/doc/DirichletMultinomial.Rnw
/usr/lib/R/site-library/DirichletMultinomial/doc/index.html
/usr/lib/R/site-library/DirichletMultinomial/extdata/Twins.csv
/usr/lib/R/site-library/DirichletMultinomial/extdata/TwinStudy.t
/usr/lib/R/site-library/DirichletMultinomial/help/aliases.rds
/usr/lib/R/site-library/DirichletMultinomial/help/AnIndex
/usr/lib/R/site-library/DirichletMultinomial/help/DirichletMultinomial.rdb
/usr/lib/R/site-library/DirichletMultinomial/help/DirichletMultinomial.rdx
/usr/lib/R/site-library/DirichletMultinomial/help/paths.rds
/usr/lib/R/site-library/DirichletMultinomial/html/00Index.html
/usr/lib/R/site-library/DirichletMultinomial/html/R.css
/usr/lib/R/site-library/DirichletMultinomial/INDEX
/usr/lib/R/site-library/DirichletMultinomial/libs/DirichletMultinomial.so
/usr/lib/R/site-library/DirichletMultinomial/Meta/data.rds
/usr/lib/R/site-library/DirichletMultinomial/Meta/features.rds
/usr/lib/R/site-library/DirichletMultinomial/Meta/hsearch.rds
/usr/lib/R/site-library/DirichletMultinomial/Meta/links.rds
/usr/lib/R/site-library/DirichletMultinomial/Meta/nsInfo.rds
/usr/lib/R/site-library/DirichletMultinomial/Meta/package.rds
/usr/lib/R/site-library/DirichletMultinomial/Meta/Rd.rds
/usr/lib/R/site-library/DirichletMultinomial/Meta/vignette.rds
/usr/lib/R/site-library/DirichletMultinomial/NAMESPACE
/usr/lib/R/site-library/DirichletMultinomial/R/DirichletMultinomial
/usr/lib/R/site-library/DirichletMultinomial/R/DirichletMultinomial.rdb
/usr/lib/R/site-library/DirichletMultinomial/R/DirichletMultinomial.rdx
/usr/share/doc/r-bioc-dirichletmultinomial/changelog.Debian.gz
/usr/share/doc/r-bioc-dirichletmultinomial/copyright

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

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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.

Version	Release	Architecture	Repository	Package size	Installed size	Publisher repository artifact
1.40.0-1	bookworm / main	amd64	Debian 12 · main · amd64	586 KiB	788 KiB	pool/main/r/r-bioc-dirichletmultinomial/r-bioc-dirichletmultinomial_1.40.0-1_amd64.deb
1.40.0-1	bookworm / main	arm64	Debian 12 · main · arm64	584 KiB	824 KiB	pool/main/r/r-bioc-dirichletmultinomial/r-bioc-dirichletmultinomial_1.40.0-1_arm64.deb

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

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.

1.40.0-1 / 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: 7e02b0b4185d64155d50b8be71d3f502fa96dd19281b25caeb364f576b482cdb

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

printf '%s  %s\n' '7e02b0b4185d64155d50b8be71d3f502fa96dd19281b25caeb364f576b482cdb' 'r-bioc-dirichletmultinomial_1.40.0-1_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

1.40.0-1 / 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: 4f9fcf9d21fafb750d3a13ffbf2bc25855847a5ec561fd79e008a17f0c494ed2

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

printf '%s  %s\n' '4f9fcf9d21fafb750d3a13ffbf2bc25855847a5ec561fd79e008a17f0c494ed2' 'r-bioc-dirichletmultinomial_1.40.0-1_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

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: 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

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
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