Linux workstation

Debian 13 (Trixie) native package

r-bioc-monocle

clustering, differential expression, and trajectory analysis for RNA-Seq

Packages / Debian 13 (Trixie) / gnu-r / r-bioc-monocle

Package: r-bioc-monocle (2.34.0-2)

Maintainers:

Debian R Packages Maintainers

External Resources:

Homepage: [bioconductor.org]

clustering, differential expression, and trajectory analysis for RNA-Seq

Other Packages Related to r-bioc-monocle:

  • dep: r-api-4.0

    Package not available

  • dep: r-api-bioc-3.20

    Package not available

  • dep: [r-cran-matrix] (>= 1.2-6)

    GNU R package of classes for dense and sparse matrices

  • dep: [r-bioc-biobase]

    base functions for Bioconductor

  • dep: [r-cran-ggplot2] (>= 1.0.0)

    implementation of the Grammar of Graphics

  • dep: [r-cran-vgam] (>= 1.0-6)

    GNU R package for estimating vector generalized additive models

  • dep: [r-cran-ddrtree] (>= 0.1.4)

    GNU R learning principal graphs with DDRTree

  • dep: [r-cran-igraph] (>= 1.0.1)

    GNU R network analysis and visualization

  • dep: [r-bioc-biocgenerics]

    generic functions for Bioconductor

  • dep: [r-bioc-hsmmsinglecell] (>= 0.101.5)

    Single-cell RNA-Seq for differentiating human skeletal muscle myoblasts

  • dep: [r-cran-plyr]

    tools for splitting, applying and combining data

  • dep: [r-cran-cluster]

    GNU R package for cluster analysis by Rousseeuw et al

  • dep: [r-cran-combinat]

    GNU R package with utilities for combinatorics

  • dep: [r-cran-fastica]

    GNU R package for ICA and Projection Pursuit

  • dep: [r-cran-irlba] (>= 2.0.0)

    GNU R fast truncated SVD, PCA and symmetric eigendecomposition

  • dep: [r-cran-matrixstats]

    GNU R methods that apply to rows and columns of a matrix

  • dep: [r-cran-rtsne]

    GNU R T-Distributed Stochastic Neighbor Embedding using a Barnes-Hut

  • dep: [r-cran-mass]

    GNU R package of Venables and Ripley's MASS

  • dep: [r-cran-reshape2]

    Flexibly reshape data: a reboot of the reshape package

  • dep: [r-cran-leidenbase] (>= 0.1.9)

    GNU R and C/C++ Wrappers to Run the Leiden find_partition() Function

  • dep: [r-bioc-limma]

    linear models for microarray data

  • dep: [r-cran-tibble]

    GNU R Simple Data Frames

  • dep: [r-cran-dplyr]

    GNU R grammar of data manipulation

  • dep: [r-cran-pheatmap]

    GNU R package to create pretty heatmaps

  • dep: [r-cran-stringr]

    Make it easier to work with strings

  • dep: [r-cran-proxy]

    GNU R distance and similarity measures

  • dep: [r-cran-slam]

    GNU R sparse lighweight arrays and matrices package

  • dep: [r-cran-viridis]

    GNU R package for color maps from matplotlib

  • dep: [r-bioc-biocviews]

    Categorized views of R package repositories

  • dep: [r-cran-rann] (>= 2.5)

    Fast Nearest Neighbour Search Using L2 Metric

  • dep: [r-cran-rcpp] (>= 0.12.0)

    GNU R package for Seamless R and C++ Integration

  • dep: [libc6] (>= 2.14)

    GNU C Library: Shared libraries

  • dep: [libgcc-s1] (>= 3.0)

    GCC support library

  • dep: [libstdc++6] (>= 14)

    GNU Standard C++ Library v3

Download r-bioc-monocle

ArchitecturePackage SizeInstalled SizeFiles
amd641.5 MiB1.7 MiB[list of files]
arm641.4 MiB1.8 MiB[list of files]

Package file paths (57)

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/monocle/CITATION
  • /usr/lib/R/site-library/monocle/data/Rdata.rdb
  • /usr/lib/R/site-library/monocle/data/Rdata.rds
  • /usr/lib/R/site-library/monocle/data/Rdata.rdx
  • /usr/lib/R/site-library/monocle/DESCRIPTION
  • /usr/lib/R/site-library/monocle/doc/index.html
  • /usr/lib/R/site-library/monocle/doc/monocle-vignette.pdf
  • /usr/lib/R/site-library/monocle/doc/monocle-vignette.R
  • /usr/lib/R/site-library/monocle/doc/monocle-vignette.Rnw
  • /usr/lib/R/site-library/monocle/extdata/lung_exprs_data.RData
  • /usr/lib/R/site-library/monocle/extdata/lung_feature_data.RData
  • /usr/lib/R/site-library/monocle/extdata/lung_phenotype_data.RData
  • /usr/lib/R/site-library/monocle/help/aliases.rds
  • /usr/lib/R/site-library/monocle/help/AnIndex
  • /usr/lib/R/site-library/monocle/help/monocle.rdb
  • /usr/lib/R/site-library/monocle/help/monocle.rdx
  • /usr/lib/R/site-library/monocle/help/paths.rds
  • /usr/lib/R/site-library/monocle/html/00Index.html
  • /usr/lib/R/site-library/monocle/html/R.css
  • /usr/lib/R/site-library/monocle/INDEX
  • /usr/lib/R/site-library/monocle/libs/monocle.so
  • /usr/lib/R/site-library/monocle/Meta/data.rds
  • /usr/lib/R/site-library/monocle/Meta/features.rds
  • /usr/lib/R/site-library/monocle/Meta/hsearch.rds
  • /usr/lib/R/site-library/monocle/Meta/links.rds
  • /usr/lib/R/site-library/monocle/Meta/nsInfo.rds
  • /usr/lib/R/site-library/monocle/Meta/package.rds
  • /usr/lib/R/site-library/monocle/Meta/Rd.rds
  • /usr/lib/R/site-library/monocle/Meta/vignette.rds
  • /usr/lib/R/site-library/monocle/NAMESPACE
  • /usr/lib/R/site-library/monocle/NEWS
  • /usr/lib/R/site-library/monocle/R/monocle
  • /usr/lib/R/site-library/monocle/R/monocle.rdb
  • /usr/lib/R/site-library/monocle/R/monocle.rdx
  • /usr/lib/R/site-library/monocle/tests/basic_tests.R
  • /usr/lib/R/site-library/monocle/tests/test.addCellType.R
  • /usr/lib/R/site-library/monocle/tests/test.calculateMarkerSpecificity.R
  • /usr/lib/R/site-library/monocle/tests/test.classifyCells.R
  • /usr/lib/R/site-library/monocle/tests/test.clusterCells.R
  • /usr/lib/R/site-library/monocle/tests/test.detectGenes.R
  • /usr/lib/R/site-library/monocle/tests/test.differentialGeneTest.R
  • /usr/lib/R/site-library/monocle/tests/test.dispersionTable.R
  • /usr/lib/R/site-library/monocle/tests/test.estimateDispersions.R
  • /usr/lib/R/site-library/monocle/tests/test.markerDiffTable.R
  • /usr/lib/R/site-library/monocle/tests/test.newCellDataSet.R
  • /usr/lib/R/site-library/monocle/tests/test.newCellTypeHierarchy.R
  • /usr/lib/R/site-library/monocle/tests/test.orderCells.R
  • /usr/lib/R/site-library/monocle/tests/test.plot_cell_clusters.R
  • /usr/lib/R/site-library/monocle/tests/test.plotCellTrajectory.R
  • /usr/lib/R/site-library/monocle/tests/test.plot_genes_jitter.R
  • /usr/lib/R/site-library/monocle/tests/test.plot_ordering_genes.R
  • /usr/lib/R/site-library/monocle/tests/test.plot_pc_variance_explained.R
  • /usr/lib/R/site-library/monocle/tests/test.reduceDimension.R
  • /usr/lib/R/site-library/monocle/tests/test.relative2abs.R
  • /usr/lib/R/site-library/monocle/tests/test.setOrderingFilter.R
  • /usr/share/doc/r-bioc-monocle/changelog.Debian.gz
  • /usr/share/doc/r-bioc-monocle/copyright

Field source: Debian 13 (Trixie) main amd64 revision trixie-main-amd64:3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3

Use this package

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

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
2.34.0-2trixie / mainamd64Debian 13 · main · amd641.5 MiB1.7 MiBpool/main/r/r-bioc-monocle/r-bioc-monocle_2.34.0-2_amd64.deb
2.34.0-2trixie / mainarm64Debian 13 · main · arm641.4 MiB1.8 MiBpool/main/r/r-bioc-monocle/r-bioc-monocle_2.34.0-2_arm64.deb

Field source: Debian 13 (Trixie) main amd64 revision trixie-main-amd64:3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3

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.

2.34.0-2 / 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: 59ac092869760af9e9542c793e6fde343c11513d6d619dd4a9960f54df3c0622

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

printf '%s %s\n' '59ac092869760af9e9542c793e6fde343c11513d6d619dd4a9960f54df3c0622' 'r-bioc-monocle_2.34.0-2_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 13 (Trixie) main amd64 revision trixie-main-amd64:3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3

2.34.0-2 / 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: 24ee384be6486152adc7651001d3f68bf386ffc26d67a791b0374b53c7be7d0f

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

printf '%s %s\n' '24ee384be6486152adc7651001d3f68bf386ffc26d67a791b0374b53c7be7d0f' 'r-bioc-monocle_2.34.0-2_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 13 (Trixie) main arm64 revision trixie-main-arm64:753da751bbc7a679f48bd1b623ffd4479cb6861c426118284c76eb82909e4908

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 13 (Trixie) main amd64 revision trixie-main-amd64:3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3, Debian 13 (Trixie) main arm64 revision trixie-main-arm64:753da751bbc7a679f48bd1b623ffd4479cb6861c426118284c76eb82909e4908. 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.

  • Authoritative source; repository metadata signature verified, revision trixie-main-amd64:3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3

    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
    98b25b5cd185c59d34aa6e4c3e9b5b8f01bbe9d104fe2dcfbcd30dc0a14a59ed
    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: 3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3
    Observed SHA-256: 3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3
    Result: match verified

  • Authoritative source; repository metadata signature verified, revision trixie-main-arm64:753da751bbc7a679f48bd1b623ffd4479cb6861c426118284c76eb82909e4908

    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
    98b25b5cd185c59d34aa6e4c3e9b5b8f01bbe9d104fe2dcfbcd30dc0a14a59ed
    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: 753da751bbc7a679f48bd1b623ffd4479cb6861c426118284c76eb82909e4908
    Observed SHA-256: 753da751bbc7a679f48bd1b623ffd4479cb6861c426118284c76eb82909e4908
    Result: match verified