Debian 12 (Bookworm) native package

python3-mdp

Modular toolkit for Data Processing

Packages / Debian 12 (Bookworm) / python / python3-mdp

[Source: mdp]

Package: python3-mdp (3.6-2)

Maintainers:

Debian Python Team

External Resources:

Homepage: [mdpdocs.readthedocs.io]

Modular toolkit for Data Processing

Other Packages Related to python3-mdp:

dep: [python3-future]
Clean single-source support for Python 3 and 2 - Python 3.x
dep: [python3-numpy]
Fast array facility to the Python 3 language
dep: [python3] [any]
interactive high-level object-oriented language (default python3 version)

rec: [python3-pytest]
Simple, powerful testing in Python3
rec: [python3-scipy]
scientific tools for Python 3
rec: [python3-joblib]
tools to provide lightweight pipelining in Python
rec: [python3-sklearn]
Python modules for machine learning and data mining - Python 3
rec: [python3-libsvm]
Python interface for support vector machine library

Download python3-mdp

Architecture	Package Size	Installed Size	Files
amd64	324 KiB	1.8 MiB	[list of files]
arm64	324 KiB	1.8 MiB	[list of files]

Caminhos de arquivo do pacote (195)

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/python3/dist-packages/bimdp/biclassifier.py
/usr/lib/python3/dist-packages/bimdp/biflow.py
/usr/lib/python3/dist-packages/bimdp/binode.py
/usr/lib/python3/dist-packages/bimdp/hinet/biflownode.py
/usr/lib/python3/dist-packages/bimdp/hinet/bihtmlvisitor.py
/usr/lib/python3/dist-packages/bimdp/hinet/bilayer.py
/usr/lib/python3/dist-packages/bimdp/hinet/biswitchboard.py
/usr/lib/python3/dist-packages/bimdp/hinet/__init__.py
/usr/lib/python3/dist-packages/bimdp/__init__.py
/usr/lib/python3/dist-packages/bimdp/inspection/facade.py
/usr/lib/python3/dist-packages/bimdp/inspection/__init__.py
/usr/lib/python3/dist-packages/bimdp/inspection/slideshow.py
/usr/lib/python3/dist-packages/bimdp/inspection/tracer.py
/usr/lib/python3/dist-packages/bimdp/inspection/utils.py
/usr/lib/python3/dist-packages/bimdp/nodes/autogen.py
/usr/lib/python3/dist-packages/bimdp/nodes/gradient.py
/usr/lib/python3/dist-packages/bimdp/nodes/__init__.py
/usr/lib/python3/dist-packages/bimdp/nodes/miscnodes.py
/usr/lib/python3/dist-packages/bimdp/parallel/__init__.py
/usr/lib/python3/dist-packages/bimdp/parallel/parallelbiflow.py
/usr/lib/python3/dist-packages/bimdp/parallel/parallelbihinet.py
/usr/lib/python3/dist-packages/bimdp/test/conftest.py
/usr/lib/python3/dist-packages/bimdp/test/ide_run.py
/usr/lib/python3/dist-packages/bimdp/test/__init__.py
/usr/lib/python3/dist-packages/bimdp/test/test_biflow.py
/usr/lib/python3/dist-packages/bimdp/test/test_bihinet.py
/usr/lib/python3/dist-packages/bimdp/test/test_binode.py
/usr/lib/python3/dist-packages/bimdp/test/test_gradient.py
/usr/lib/python3/dist-packages/bimdp/test/test_namespace_fixups.py
/usr/lib/python3/dist-packages/bimdp/test/test_parallelbiflow.py
/usr/lib/python3/dist-packages/bimdp/test/test_parallelbihinet.py
/usr/lib/python3/dist-packages/bimdp/test/_tools.py
/usr/lib/python3/dist-packages/MDP-3.6.egg-info/dependency_links.txt
/usr/lib/python3/dist-packages/MDP-3.6.egg-info/PKG-INFO
/usr/lib/python3/dist-packages/MDP-3.6.egg-info/requires.txt
/usr/lib/python3/dist-packages/MDP-3.6.egg-info/top_level.txt
/usr/lib/python3/dist-packages/mdp/caching/caching_extension.py
/usr/lib/python3/dist-packages/mdp/caching/__init__.py
/usr/lib/python3/dist-packages/mdp/classifier_node.py
/usr/lib/python3/dist-packages/mdp/configuration.py
/usr/lib/python3/dist-packages/mdp/extension.py
/usr/lib/python3/dist-packages/mdp/graph/graph.py
/usr/lib/python3/dist-packages/mdp/graph/__init__.py
/usr/lib/python3/dist-packages/mdp/helper_funcs.py
/usr/lib/python3/dist-packages/mdp/hinet/flownode_online.py
/usr/lib/python3/dist-packages/mdp/hinet/flownode.py
/usr/lib/python3/dist-packages/mdp/hinet/hinet.css
/usr/lib/python3/dist-packages/mdp/hinet/htmlvisitor.py
/usr/lib/python3/dist-packages/mdp/hinet/__init__.py
/usr/lib/python3/dist-packages/mdp/hinet/layer_online.py
/usr/lib/python3/dist-packages/mdp/hinet/layer.py
/usr/lib/python3/dist-packages/mdp/hinet/switchboard_factory.py
/usr/lib/python3/dist-packages/mdp/hinet/switchboard.py
/usr/lib/python3/dist-packages/mdp/__init__.py
/usr/lib/python3/dist-packages/mdp/linear_flows_online.py
/usr/lib/python3/dist-packages/mdp/linear_flows.py
/usr/lib/python3/dist-packages/mdp/nodes/classifier_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/convolution_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/em_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/expansion_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/fda_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/gsfa_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/ica_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/__init__.py
/usr/lib/python3/dist-packages/mdp/nodes/isfa_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/jade.py
/usr/lib/python3/dist-packages/mdp/nodes/libsvm_classifier.py
/usr/lib/python3/dist-packages/mdp/nodes/lle_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/mca_nodes_online.py
/usr/lib/python3/dist-packages/mdp/nodes/misc_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/neural_gas_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/nipals.py
/usr/lib/python3/dist-packages/mdp/nodes/pca_nodes_online.py
/usr/lib/python3/dist-packages/mdp/nodes/pca_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/rbm_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/recursive_expansion_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/regression_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/scikits_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/sfa_nodes_online.py
/usr/lib/python3/dist-packages/mdp/nodes/sfa_nodes.py
/usr/lib/python3/dist-packages/mdp/nodes/shogun_svm_classifier.py
/usr/lib/python3/dist-packages/mdp/nodes/stats_nodes_online.py
/usr/lib/python3/dist-packages/mdp/nodes/svm_classifiers.py
/usr/lib/python3/dist-packages/mdp/nodes/xsfa_nodes.py
/usr/lib/python3/dist-packages/mdp/parallel/__init__.py
/usr/lib/python3/dist-packages/mdp/parallel/parallelclassifiers.py
/usr/lib/python3/dist-packages/mdp/parallel/parallelflows.py
/usr/lib/python3/dist-packages/mdp/parallel/parallelhinet.py
/usr/lib/python3/dist-packages/mdp/parallel/parallelnodes.py
/usr/lib/python3/dist-packages/mdp/parallel/pp_slave_script.py
/usr/lib/python3/dist-packages/mdp/parallel/pp_slave_wrapper.py
/usr/lib/python3/dist-packages/mdp/parallel/pp_support.py
/usr/lib/python3/dist-packages/mdp/parallel/process_schedule.py
/usr/lib/python3/dist-packages/mdp/parallel/scheduling.py
/usr/lib/python3/dist-packages/mdp/parallel/thread_schedule.py
/usr/lib/python3/dist-packages/mdp/repo_revision.py
/usr/lib/python3/dist-packages/mdp/signal_node_online.py
/usr/lib/python3/dist-packages/mdp/signal_node.py
/usr/lib/python3/dist-packages/mdp/test/benchmark_mdp.py
/usr/lib/python3/dist-packages/mdp/test/conftest.py
/usr/lib/python3/dist-packages/mdp/test/ide_run.py
/usr/lib/python3/dist-packages/mdp/test/__init__.py
/usr/lib/python3/dist-packages/mdp/test/test_AdaptiveCutoffNode.py
/usr/lib/python3/dist-packages/mdp/test/test_caching.py
/usr/lib/python3/dist-packages/mdp/test/test_CCIPCANode.py
/usr/lib/python3/dist-packages/mdp/test/test_classifier.py
/usr/lib/python3/dist-packages/mdp/test/test_config.py
/usr/lib/python3/dist-packages/mdp/test/test_contrib.py
/usr/lib/python3/dist-packages/mdp/test/test_Convolution2DNode.py
/usr/lib/python3/dist-packages/mdp/test/test_copying.py
/usr/lib/python3/dist-packages/mdp/test/test_CutoffNode.py
/usr/lib/python3/dist-packages/mdp/test/test_EtaComputerNode.py
/usr/lib/python3/dist-packages/mdp/test/test_extension.py
/usr/lib/python3/dist-packages/mdp/test/test_FANode.py
/usr/lib/python3/dist-packages/mdp/test/test_fastica.py
/usr/lib/python3/dist-packages/mdp/test/test_FDANode.py
/usr/lib/python3/dist-packages/mdp/test/test_flows.py
/usr/lib/python3/dist-packages/mdp/test/test_GaussianClassifier.py
/usr/lib/python3/dist-packages/mdp/test/test_GeneralExpansionNode.py
/usr/lib/python3/dist-packages/mdp/test/test_graph.py
/usr/lib/python3/dist-packages/mdp/test/test_GrowingNeuralGasNode.py
/usr/lib/python3/dist-packages/mdp/test/test_GSFANode.py
/usr/lib/python3/dist-packages/mdp/test/test_hinet_generic.py
/usr/lib/python3/dist-packages/mdp/test/test_hinet.py
/usr/lib/python3/dist-packages/mdp/test/test_HistogramNode.py
/usr/lib/python3/dist-packages/mdp/test/test_HitParadeNode.py
/usr/lib/python3/dist-packages/mdp/test/test_ICANode.py
/usr/lib/python3/dist-packages/mdp/test/test_iGSFANode.py
/usr/lib/python3/dist-packages/mdp/test/test_IncSFANode.py
/usr/lib/python3/dist-packages/mdp/test/test_ISFANode.py
/usr/lib/python3/dist-packages/mdp/test/test_KNNClassifier.py
/usr/lib/python3/dist-packages/mdp/test/test_LinearRegressionNode.py
/usr/lib/python3/dist-packages/mdp/test/test_MCANode.py
/usr/lib/python3/dist-packages/mdp/test/test_metaclass_and_extensions.py
/usr/lib/python3/dist-packages/mdp/test/test_namespace_fixups.py
/usr/lib/python3/dist-packages/mdp/test/test_NearestMeanClassifier.py
/usr/lib/python3/dist-packages/mdp/test/test_NeuralGasNode.py
/usr/lib/python3/dist-packages/mdp/test/test_node_covariance.py
/usr/lib/python3/dist-packages/mdp/test/test_node_metaclass.py
/usr/lib/python3/dist-packages/mdp/test/test_node_operations.py
/usr/lib/python3/dist-packages/mdp/test/test_nodes_generic.py
/usr/lib/python3/dist-packages/mdp/test/test_NoiseNode.py
/usr/lib/python3/dist-packages/mdp/test/test_NormalizingRecursiveExpansionNode.py
/usr/lib/python3/dist-packages/mdp/test/test_online_flows_hinet.py
/usr/lib/python3/dist-packages/mdp/test/test_onlinenode.py
/usr/lib/python3/dist-packages/mdp/test/test_parallelclassifiers.py
/usr/lib/python3/dist-packages/mdp/test/test_parallelflows.py
/usr/lib/python3/dist-packages/mdp/test/test_parallelhinet.py
/usr/lib/python3/dist-packages/mdp/test/test_parallelnodes.py
/usr/lib/python3/dist-packages/mdp/test/test_PCANode.py
/usr/lib/python3/dist-packages/mdp/test/test_PolynomialExpansionNode.py
/usr/lib/python3/dist-packages/mdp/test/test_pp_local.py
/usr/lib/python3/dist-packages/mdp/test/test_pp_remote.py
/usr/lib/python3/dist-packages/mdp/test/test_PreseverDimNode.py
/usr/lib/python3/dist-packages/mdp/test/test_process_schedule.py
/usr/lib/python3/dist-packages/mdp/test/test_RBFExpansionNode.py
/usr/lib/python3/dist-packages/mdp/test/test_RBM.py
/usr/lib/python3/dist-packages/mdp/test/test_RecursiveExpansionNode.py
/usr/lib/python3/dist-packages/mdp/test/test_reload.py
/usr/lib/python3/dist-packages/mdp/test/test_schedule.py
/usr/lib/python3/dist-packages/mdp/test/test_scikits.py
/usr/lib/python3/dist-packages/mdp/test/test_seed.py
/usr/lib/python3/dist-packages/mdp/test/test_SFA2Node.py
/usr/lib/python3/dist-packages/mdp/test/test_SFANode.py
/usr/lib/python3/dist-packages/mdp/test/test_stats_nodes_online.py
/usr/lib/python3/dist-packages/mdp/test/test_svm_classifier.py
/usr/lib/python3/dist-packages/mdp/test/test_tempdir.py
/usr/lib/python3/dist-packages/mdp/test/test_TimeDelayNodes.py
/usr/lib/python3/dist-packages/mdp/test/test_TimeFrameNode.py
/usr/lib/python3/dist-packages/mdp/test/test_utils_generic.py
/usr/lib/python3/dist-packages/mdp/test/test_utils.py
/usr/lib/python3/dist-packages/mdp/test/test_VariadicCumulator.py
/usr/lib/python3/dist-packages/mdp/test/test_VartimeCovariance.py
/usr/lib/python3/dist-packages/mdp/test/test_VartimeSFANode.py
/usr/lib/python3/dist-packages/mdp/test/test_WhiteningNode.py
/usr/lib/python3/dist-packages/mdp/test/_tools.py
/usr/lib/python3/dist-packages/mdp/utils/covariance.py
/usr/lib/python3/dist-packages/mdp/utils/__init__.py
/usr/lib/python3/dist-packages/mdp/utils/introspection.py
/usr/lib/python3/dist-packages/mdp/utils/_ordered_dict.py
/usr/lib/python3/dist-packages/mdp/utils/progress_bar.py
/usr/lib/python3/dist-packages/mdp/utils/quad_forms.py
/usr/lib/python3/dist-packages/mdp/utils/routines.py
/usr/lib/python3/dist-packages/mdp/utils/slideshow.css
/usr/lib/python3/dist-packages/mdp/utils/slideshow.py
/usr/lib/python3/dist-packages/mdp/utils/_symeig.py
/usr/lib/python3/dist-packages/mdp/utils/symeig_semidefinite.py
/usr/lib/python3/dist-packages/mdp/utils/templet.py
/usr/lib/python3/dist-packages/mdp/utils/temporarydir.py
/usr/share/doc/python3-mdp/changelog.Debian.gz
/usr/share/doc/python3-mdp/changelog.gz
/usr/share/doc/python3-mdp/CHANGES.gz
/usr/share/doc/python3-mdp/copyright
/usr/share/doc/python3-mdp/README
/usr/share/doc/python3-mdp/TODO.gz

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

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Versões, suites e repositórios

Cada linha é metadado do índice de pacotes para uma versão, arquitetura, suite e repositório. Nomes, URLs e tamanhos vêm da fonte; um link é um ponto de obtenção mutável, não uma redistribuição da OpenFactory.

Version	Release	Architecture	Repository	Package size	Installed size	Publisher repository artifact
3.6-2	bookworm / main	amd64	Debian 12 · main · amd64	324 KiB	1.8 MiB	pool/main/m/mdp/python3-mdp_3.6-2_amd64.deb
3.6-2	bookworm / main	arm64	Debian 12 · main · arm64	324 KiB	1.8 MiB	pool/main/m/mdp/python3-mdp_3.6-2_arm64.deb

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

Checksums e datas de observação

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.

3.6-2 / 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: 2e349d2cd19567810ddbe0b44b1243db7d5d0ca9eea4840dca108c8de659023f

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

printf '%s  %s\n' '2e349d2cd19567810ddbe0b44b1243db7d5d0ca9eea4840dca108c8de659023f' 'python3-mdp_3.6-2_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 12 (Bookworm) main amd64 revision bookworm-main-amd64:9e0b5aabb2465b3d2e7a7fe27f9913846277833f7a2826e7767acccff5b588c5

3.6-2 / 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: 4fb8d53e9eef9c6544ec42a05c6911a16ccc4002f98e1ed0c7ddd8e7470a86d0

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

printf '%s  %s\n' '4fb8d53e9eef9c6544ec42a05c6911a16ccc4002f98e1ed0c7ddd8e7470a86d0' 'python3-mdp_3.6-2_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 12 (Bookworm) main arm64 revision bookworm-main-arm64:2ddb1737692e8c45c53e8d57c0ce4cd21c78c5703b830c3226b1423566a06c00

Completude do registro

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

Fontes e proveniência

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