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python311-munkres

Munkres implementation for Python

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[Source: python-munkres]

Package: python311-munkres (1.1.4-150400.9.3.1)

External Resources:

Homepage: [software.clapper.org]

Munkres implementation for Python

The Munkres module provides an O(n^3) implementation of the Munkres algorithm (also called the Hungarian algorithm or the Kuhn-Munkres algorithm). The algorithm models an assignment problem as an NxM cost matrix, where each element represents the cost of assigning the i'th worker to the j'th job, and it figures out the least-cost solution, choosing a single item from each row and column in the matrix, such that no row and no column are used more than once. This particular implementation is based on http://csclab.murraystate.edu/~bob.pilgrim/445/munkres.html.

Other Packages Related to python311-munkres:

dep: python(abi) (= 3.11)
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Architecture	Package Size	Installed Size	Files
noarch	27 KiB	77 KiB	[list of files]

Package file paths (16)

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/python3.11/site-packages/munkres-1.1.4.dist-info
/usr/lib/python3.11/site-packages/munkres-1.1.4.dist-info/INSTALLER
/usr/lib/python3.11/site-packages/munkres-1.1.4.dist-info/LICENSE.md
/usr/lib/python3.11/site-packages/munkres-1.1.4.dist-info/METADATA
/usr/lib/python3.11/site-packages/munkres-1.1.4.dist-info/RECORD
/usr/lib/python3.11/site-packages/munkres-1.1.4.dist-info/REQUESTED
/usr/lib/python3.11/site-packages/munkres-1.1.4.dist-info/top_level.txt
/usr/lib/python3.11/site-packages/munkres-1.1.4.dist-info/WHEEL
/usr/lib/python3.11/site-packages/munkres.py
/usr/lib/python3.11/site-packages/__pycache__/munkres.cpython-311.opt-1.pyc
/usr/lib/python3.11/site-packages/__pycache__/munkres.cpython-311.pyc
/usr/share/doc/packages/python311-munkres
/usr/share/doc/packages/python311-munkres/CHANGELOG.md
/usr/share/doc/packages/python311-munkres/README.md
/usr/share/licenses/python311-munkres
/usr/share/licenses/python311-munkres/LICENSE.md

Field source: openSUSE Leap 15.6 OSS revision leap-15-6-oss-multiarch:ca2653101b9afba6656aea529109ba0c0f1ca1a92aa8614e7c887fda5264c230

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Versions, suites, and repositories

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Version	Release	Architecture	Repository	Package size	Installed size	Publisher repository artifact
1.1.4-150400.9.3.1	leap-15.6 / oss	noarch	openSUSE Leap 15.6 · OSS · multi-architecture	27 KiB	77 KiB	noarch/python311-munkres-1.1.4-150400.9.3.1.noarch.rpm

Field source: openSUSE Leap 15.6 OSS revision leap-15-6-oss-multiarch:ca2653101b9afba6656aea529109ba0c0f1ca1a92aa8614e7c887fda5264c230

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.

1.1.4-150400.9.3.1 / noarchObserved 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 sha512: ddd2b2db5f79e9ac90bd85c082fc21aeacd7f98b0c134f8908930ab7c6c7698a202741ba9731aaa5b9b4e5bc8615f4b2a4cb7c60115cad9df7a9c8e110c11c66

Field source: openSUSE Leap 15.6 OSS revision leap-15-6-oss-multiarch:ca2653101b9afba6656aea529109ba0c0f1ca1a92aa8614e7c887fda5264c230

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: 5/5
Source package or maintainer: 10/10

Recorded total: 100/100

Field source: openSUSE Leap 15.6 OSS revision leap-15-6-oss-multiarch:ca2653101b9afba6656aea529109ba0c0f1ca1a92aa8614e7c887fda5264c230. 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.

openSUSE Leap 15.6 OSSSep 1, 2026
Authoritative source; repository metadata signature verified, revision leap-15-6-oss-multiarch:ca2653101b9afba6656aea529109ba0c0f1ca1a92aa8614e7c887fda5264c230
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://download.opensuse.org/distribution/leap/15.6/repo/oss/repodata/repomd.xml
Signed-object SHA-256
ca2653101b9afba6656aea529109ba0c0f1ca1a92aa8614e7c887fda5264c230
Signer fingerprint
AD485664E901B867051AB15F35A2F86E29B700A4
Keyring revision
opensuse-project-signing-key.asc
SHA-256 b5745739ebfb95b25b8e810f9bcb847fe750ccda598bd85f02f0e974599a6d7e
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: Not recorded
Expected SHA-256: Not recorded
Observed SHA-256: Not recorded
Result: match verified