Linux workstation

Debian 13 (Trixie) native package

science-machine-learning

Debian Science Machine Learning packages

Packages / Debian 13 (Trixie) / science / science-machine-learning

[Source: debian-science]

Package: science-machine-learning (1.15)

Maintainers:

Debian Science Team

External Resources:

Homepage: [wiki.debian.org]

Similar packages:

Debian Science Machine Learning packages

Other Packages Related to science-machine-learning:

  • rec: [autoclass]

    automatic classification or clustering

  • rec: [gprolog]

    GNU Prolog compiler

  • rec: [libfann-dev]

    Development libraries and header files for FANN

  • rec: [libga-dev]

    C++ Library of Genetic Algorithm Components

  • rec: [liblinear-dev]

    Development libraries and header files for LIBLINEAR

  • rec: [libocas-dev]

    Development libraries and header files for LIBOCAS

  • rec: [libsvm-dev]

    LIBSVM header files

  • rec: [libvigraimpex-dev]

    development files for the C++ computer vision library

  • rec: [mcl]

    Markov Cluster algorithm

  • rec: [octave-ga]

    genetic optimization code for Octave

  • rec: [python3-fann2]

    Python 3 bindings for FANN

  • rec: [python3-genetic]

    genetic algorithms in Python

  • rec: [python3-mdp]

    Modular toolkit for Data Processing

  • rec: [python3-opencv]

    Python 3 bindings for the computer vision library

  • rec: [python3-sklearn]

    Python modules for machine learning and data mining - Python 3

  • rec: [python3-statsmodels]

    Python3 module for the estimation of statistical models

  • rec: [python3-torch]

    Tensors and Dynamic neural networks in Python (Python Interface)

  • rec: [python3-torch-sparse]

    PyTorch Extension Library of Optimized Autograd Sparse Matrix Operations

  • rec: [r-cran-amore]

    GNU R: A MORE flexible neural network package

  • rec: [r-cran-bayesm]

    GNU R package for Bayesian inference

  • rec: [r-cran-class]

    GNU R package for classification

  • rec: [r-cran-cluster]

    GNU R package for cluster analysis by Rousseeuw et al

  • rec: [r-cran-mass]

    GNU R package of Venables and Ripley's MASS

  • rec: [r-cran-mcmcpack]

    R routines for Markov chain Monte Carlo model estimation

  • rec: [r-cran-mnp]

    GNU R package for fitting multinomial probit (MNP) models

  • rec: [r-cran-msm]

    GNU R Multi-state Markov and hidden Markov models in continuous time

  • rec: [r-cran-tgp]

    GNU R Bayesian treed Gaussian process models

  • rec: [weka]

    Machine learning algorithms for data mining tasks

  • sug: flann

    Package not available

  • sug: libcv-dev

    Package not available

  • sug: libevocosm-dev

    Package not available

  • sug: libmkldnn-dev

    Package not available

  • sug: libroot-math-mlp-dev

    Package not available

  • sug: libroot-montecarlo-vmc-dev

    Package not available

  • sug: libroot-tmva-dev

    Package not available

  • sug: libshark-dev

    Package not available

  • sug: libshogun-dev

    Package not available

  • sug: libtorch3-dev

    Package not available

  • sug: lua-torch-graph

    Package not available

  • sug: lua-torch-image

    Package not available

  • sug: lua-torch-nn

    Package not available

  • sug: lua-torch-nngraph

    Package not available

  • sug: lua-torch-optim

    Package not available

  • sug: lua-torch-trepl

    Package not available

  • sug: lua-torch-xlua

    Package not available

  • sug: pgapack

    Package not available

  • sug: pybrain

    Package not available

  • sug: python3-mlpy

    Package not available

  • sug: python3-vigra

    Package not available

  • sug: r-cran-gbm

    Package not available

  • sug: root-system

    Package not available

  • sug: [science-numericalcomputation]

    Debian Science Numerical Computation packages

  • sug: [science-statistics]

    Debian Science Statistics packages

  • sug: [science-typesetting]

    Debian Science typesetting packages

  • sug: scilab-ann

    Package not available

  • sug: torch-core-free

    Package not available

  • sug: vowpal-wabbit

    Package not available

  • sug: yap

    Package not available

Download science-machine-learning

ArchitecturePackage SizeInstalled SizeFiles
all10 KiB30 KiB[list of files]

Percorsi file del pacchetto (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 13 (Trixie) main amd64 revision trixie-main-amd64:3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3

Usa questo pacchetto

OpenFactory può avviare questo sistema operativo in una macchina virtuale del browser, o iniziare una costruzione che include il nome nativo del pacchetto di questo record.

Prova Debian 13 (Trixie) nel browserCrea un'immagine che include science-machine-learning

Versioni, suite e repository

Ogni riga è metadato dell'indice pacchetti per una versione, architettura, suite e repository. Nomi, URL e dimensioni arrivano dalla fonte; un link è un punto di recupero mutabile, non una redistribuzione OpenFactory.

VersionReleaseArchitectureRepositoryPackage sizeInstalled sizePublisher repository artifact
1.15trixie / mainallDebian 13 · main · amd6410 KiB30 KiBpool/main/d/debian-science/science-machine-learning_1.15_all.deb
1.15trixie / mainallDebian 13 · main · arm6410 KiB30 KiBpool/main/d/debian-science/science-machine-learning_1.15_all.deb

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

Checksum e date di osservazione

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.

1.15 / 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: 044e5d8d99fd2c20e929e024e0463cac173b398d64df51872d947f5945125233

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

printf '%s %s\n' '044e5d8d99fd2c20e929e024e0463cac173b398d64df51872d947f5945125233' 'science-machine-learning_1.15_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 13 (Trixie) main amd64 revision trixie-main-amd64:3ab4e811cf4f3e5a335d382c58cc19d85f1abe7a4ef4689160ca1f637fa0e9b3

1.15 / 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: 044e5d8d99fd2c20e929e024e0463cac173b398d64df51872d947f5945125233

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

printf '%s %s\n' '044e5d8d99fd2c20e929e024e0463cac173b398d64df51872d947f5945125233' 'science-machine-learning_1.15_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 13 (Trixie) main arm64 revision trixie-main-arm64:753da751bbc7a679f48bd1b623ffd4479cb6861c426118284c76eb82909e4908

Completezza del record

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 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

Fonti e provenienza

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 13 (Trixie) main amd64Sep 1, 2026

    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

  • Debian 13 (Trixie) main arm64Sep 1, 2026

    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

science-machine-learning Package for Debian 13 (Trixie) | OpenFactory