Debian 12 (Bookworm) native package

r-cran-ks

GNU R kernel smoothing

Packages / Debian 12 (Bookworm) / gnu-r / r-cran-ks

Package: r-cran-ks (1.14.0-1)

Maintainers:

Debian R Packages Maintainers

External Resources:

Homepage: [cran.r-project.org]

GNU R kernel smoothing

Other Packages Related to r-cran-ks:

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-cran-fnn] (>= 1.1)
GNU R fast nearest neighbor search algorithms and applications
dep: [r-cran-kernlab]
GNU R package for kernel-based machine learning lab
dep: [r-cran-kernsmooth] (>= 2.22)
GNU R package for kernel smoothing and density estimation
dep: [r-cran-matrix]
GNU R package of classes for dense and sparse matrices
dep: [r-cran-mclust]
Gaussian Mixture Modelling for Model-Based Clustering
dep: [r-cran-mgcv]
GNU R package for multiple parameter smoothing estimation
dep: [r-cran-multicool]
GNU R permutations of multisets in Cool-Lex order
dep: [r-cran-mvtnorm] (>= 1.0-0)
GNU R package to compute multivariate Normal and T distributions
dep: [r-cran-plot3d]
GNU R plotting multi-dimensional data
dep: [r-cran-pracma]
practical numerical math functions for GNU R
dep: [libc6] (>= 2.2.5)
GNU C Library: Shared libraries

sug: [r-cran-geometry]
GNU R mesh generation and surface tesselation
sug: [r-cran-mass]
GNU R package of Venables and Ripley's MASS
sug: [r-cran-misc3d] (>= 0.4-0)
GNU R collection of 3d plot functions and rgl-based isosurfaces
sug: [r-cran-rgl] (>= 0.66)
GNU R package for three-dimensional visualisation using OpenGL

Download r-cran-ks

Architecture	Package Size	Installed Size	Files
amd64	1.8 MiB	1.9 MiB	[list of files]
arm64	1.8 MiB	2.0 MiB	[list of files]

Package file paths (40)

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/ks/data/air.RData
/usr/lib/R/site-library/ks/data/cardio.RData
/usr/lib/R/site-library/ks/data/grevillea.RData
/usr/lib/R/site-library/ks/data/hsct.RData
/usr/lib/R/site-library/ks/data/plate.RData
/usr/lib/R/site-library/ks/data/platesf.RData
/usr/lib/R/site-library/ks/data/quake.RData
/usr/lib/R/site-library/ks/data/quakesf.RData
/usr/lib/R/site-library/ks/data/tempb.RData
/usr/lib/R/site-library/ks/data/unicef.RData
/usr/lib/R/site-library/ks/data/worldbank.RData
/usr/lib/R/site-library/ks/DESCRIPTION
/usr/lib/R/site-library/ks/doc/index.html
/usr/lib/R/site-library/ks/doc/kde.pdf
/usr/lib/R/site-library/ks/doc/kde.R
/usr/lib/R/site-library/ks/doc/kde.Rnw
/usr/lib/R/site-library/ks/help/aliases.rds
/usr/lib/R/site-library/ks/help/AnIndex
/usr/lib/R/site-library/ks/help/ks.rdb
/usr/lib/R/site-library/ks/help/ks.rdx
/usr/lib/R/site-library/ks/help/paths.rds
/usr/lib/R/site-library/ks/html/00Index.html
/usr/lib/R/site-library/ks/html/R.css
/usr/lib/R/site-library/ks/INDEX
/usr/lib/R/site-library/ks/libs/ks.so
/usr/lib/R/site-library/ks/Meta/data.rds
/usr/lib/R/site-library/ks/Meta/features.rds
/usr/lib/R/site-library/ks/Meta/hsearch.rds
/usr/lib/R/site-library/ks/Meta/links.rds
/usr/lib/R/site-library/ks/Meta/nsInfo.rds
/usr/lib/R/site-library/ks/Meta/package.rds
/usr/lib/R/site-library/ks/Meta/Rd.rds
/usr/lib/R/site-library/ks/Meta/vignette.rds
/usr/lib/R/site-library/ks/NAMESPACE
/usr/lib/R/site-library/ks/R/ks
/usr/lib/R/site-library/ks/R/ks.rdb
/usr/lib/R/site-library/ks/R/ks.rdx
/usr/share/doc/r-cran-ks/changelog.Debian.gz
/usr/share/doc/r-cran-ks/changelog.gz
/usr/share/doc/r-cran-ks/copyright

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

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OpenFactory can boot this operating system in a browser VM, or start a build that includes the native package name from this record.

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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
1.14.0-1	bookworm / main	amd64	Debian 12 · main · amd64	1.8 MiB	1.9 MiB	pool/main/r/r-cran-ks/r-cran-ks_1.14.0-1_amd64.deb
1.14.0-1	bookworm / main	arm64	Debian 12 · main · arm64	1.8 MiB	2.0 MiB	pool/main/r/r-cran-ks/r-cran-ks_1.14.0-1_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.

1.14.0-1 / 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: cf1c1af24465bd4f496c11ecf9273ad9e33372243ff35429a462a0ed85373d04

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

printf '%s  %s\n' 'cf1c1af24465bd4f496c11ecf9273ad9e33372243ff35429a462a0ed85373d04' 'r-cran-ks_1.14.0-1_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

1.14.0-1 / 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: e92815051f3174ec5a262f902b0863bf69ed0386f92fa0049c8e4c0cef045d88

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

printf '%s  %s\n' 'e92815051f3174ec5a262f902b0863bf69ed0386f92fa0049c8e4c0cef045d88' 'r-cran-ks_1.14.0-1_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