Debian 12 (Bookworm) native package

r-cran-paramhelpers

GNU R helpers for parameters in black-box optimization and tuning

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

Package: r-cran-paramhelpers (1.14.1-1)

Maintainers:

Debian R Packages Maintainers

External Resources:

Homepage: [cran.r-project.org]

GNU R helpers for parameters in black-box optimization and tuning

Other Packages Related to r-cran-paramhelpers:

dep: [r-base-core] (>= 4.2.1-1)
GNU R core of statistical computation and graphics system
dep: r-api-4.0
Package not available
dep: [r-cran-backports]
reimplementation of functions introduced since R-3.0.0
dep: [r-cran-bbmisc] (>= 1.10)
GNU R Miscellaneous helper functions for B. Bischl
dep: [r-cran-checkmate] (>= 1.8.2)
GNU R fast and versatile argument checks
dep: [r-cran-fastmatch]
GNU R package for fast match replacement for repeated look-ups

rec: [r-cran-testthat]
GNU R testsuite
rec: [r-cran-ggplot2]
implementation of the Grammar of Graphics
rec: [r-cran-emoa]
GNU R evolutionary multiobjective optimization algorithms
rec: [r-cran-lhs]
GNU R Latin Hypercube Samples
rec: [r-cran-irace] (>= 2.1)
GNU R iterated racing for automatic algorithm configuration
rec: [r-cran-eaf]
GNU R plots of the empirical attainment function
rec: [r-cran-ggally]
GNU R extension to r-cran-ggplot2
rec: [r-cran-gridextra]
GNU R package with extensions for the grid package

sug: [r-cran-interp]
GNU R interpolation methods
sug: [r-cran-covr]
test coverage for GNU R packages
sug: [r-cran-plyr]
tools for splitting, applying and combining data
sug: [r-cran-reshape2]
Flexibly reshape data: a reboot of the reshape package

Download r-cran-paramhelpers

Architecture	Package Size	Installed Size	Files
amd64	450 KiB	582 KiB	[list of files]
arm64	450 KiB	633 KiB	[list of files]

Package file paths (64)

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/ParamHelpers/DESCRIPTION
/usr/lib/R/site-library/ParamHelpers/help/aliases.rds
/usr/lib/R/site-library/ParamHelpers/help/AnIndex
/usr/lib/R/site-library/ParamHelpers/help/ParamHelpers.rdb
/usr/lib/R/site-library/ParamHelpers/help/ParamHelpers.rdx
/usr/lib/R/site-library/ParamHelpers/help/paths.rds
/usr/lib/R/site-library/ParamHelpers/html/00Index.html
/usr/lib/R/site-library/ParamHelpers/html/R.css
/usr/lib/R/site-library/ParamHelpers/INDEX
/usr/lib/R/site-library/ParamHelpers/libs/ParamHelpers.so
/usr/lib/R/site-library/ParamHelpers/Meta/features.rds
/usr/lib/R/site-library/ParamHelpers/Meta/hsearch.rds
/usr/lib/R/site-library/ParamHelpers/Meta/links.rds
/usr/lib/R/site-library/ParamHelpers/Meta/nsInfo.rds
/usr/lib/R/site-library/ParamHelpers/Meta/package.rds
/usr/lib/R/site-library/ParamHelpers/Meta/Rd.rds
/usr/lib/R/site-library/ParamHelpers/NAMESPACE
/usr/lib/R/site-library/ParamHelpers/NEWS.md
/usr/lib/R/site-library/ParamHelpers/R/ParamHelpers
/usr/lib/R/site-library/ParamHelpers/R/ParamHelpers.rdb
/usr/lib/R/site-library/ParamHelpers/R/ParamHelpers.rdx
/usr/share/doc/r-cran-paramhelpers/changelog.Debian.gz
/usr/share/doc/r-cran-paramhelpers/copyright
/usr/share/doc/r-cran-paramhelpers/run-unit-test
/usr/share/doc/r-cran-paramhelpers/tests/run-all.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/helper_zzz.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/Rplots.pdf.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_cnames.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_convertDiscrete.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_convertParamSetToIrace.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_dfRowToList.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_dropParams.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_evaluateParamExpressions.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_filterParams.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_forbidden.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_generateDesignOfDefaults.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_generateDesign.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_generateGridDesign.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_generateRandomDesign.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_getDefaults.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_getParamNr.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_getParamTypeCounts.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_getParamTypes.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_getRequiredParamNames.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_getRequirements.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_hasExpression.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_hasFiniteBoxConstraints.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_hasIsType.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_hasRequires.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_isFeasible.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_isSpecialValue.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_isVector.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_LearnerParam.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_OptPath.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_Param.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_ParamSet.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_paramValueToString.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_plotEAF.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_plotYTrace.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_renderOptPathPlot.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_repairPoint.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_sample.R.gz
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_trafo.R
/usr/share/doc/r-cran-paramhelpers/tests/testthat/test_updateParVals.R

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
1.14.1-1	bookworm / main	amd64	Debian 12 · main · amd64	450 KiB	582 KiB	pool/main/r/r-cran-paramhelpers/r-cran-paramhelpers_1.14.1-1_amd64.deb
1.14.1-1	bookworm / main	arm64	Debian 12 · main · arm64	450 KiB	633 KiB	pool/main/r/r-cran-paramhelpers/r-cran-paramhelpers_1.14.1-1_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.

1.14.1-1 / 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: a120314678c0b4a603c34ca0016809531c217f9062ed0a7b0fb9e8f6731fa2c1

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

printf '%s  %s\n' 'a120314678c0b4a603c34ca0016809531c217f9062ed0a7b0fb9e8f6731fa2c1' 'r-cran-paramhelpers_1.14.1-1_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

1.14.1-1 / 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: 7b1c854f643f69dfbeb677ccecd78be991cec6ee0f29297fbceb22e500bd1432

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

printf '%s  %s\n' '7b1c854f643f69dfbeb677ccecd78be991cec6ee0f29297fbceb22e500bd1432' 'r-cran-paramhelpers_1.14.1-1_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