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uba-ki-lab/gamma_flow

opencode:4084

Guided Analysis of Multi-label spectra by Matrix Factorization for Lightweight Operational Workflows (uba, umweltbundesamt, ki-lab)

Entity type · RepositoryPublic dossier · indexable21 Jul 2026, 10:59

Identity extends only as far as the published stable identifier or explicit mapping. Similar names are not merged. Missing links mean not observed in the bounded sources—not absent in reality.

identity ≠ name similarity · edge ≠ causality
1direct evidenced connections
1exact-identifier edges
2referenced source snapshots
5published attributes
ONE-HOP EVIDENCE

Every direct connection and its proof

The relation label and evidence class describe the entire claim. Open the source record before drawing a broader conclusion.

Exact identifieredge:7158045f7f9dc0f79a3054e4
Relationshipdeclares_dependency
Software packagescikit-learn
repository_commit_manifest_package_identity

No additional excerpt published.

Open source ↗
german-public-sector-ai-dependency-atlas · opencode:4084@fe4b7f8c31b774486305930b4abafd36afe3d490:pypi:scikit-learn
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PUBLISHED ATTRIBUTES

Fields retained with this identity

Attributes are descriptive source fields. They do not create cross-dataset identity unless an edge states that join explicitly.

Ai Package Count
1
Commit Sha
fe4b7f8c31b774486305930b4abafd36afe3d490
Last Activity At
2025-12-20T00:10:06.767Z
Path With Namespace
uba-ki-lab/gamma_flow
Tree Complete
true
PROVENANCE

Inspect the source snapshots

A source snapshot describes what was available at collection time. Corrections and later publications can change future observations.

02
german-public-sector-ai-dependency-atlasopencode:4084@fe4b7f8c31b774486305930b4abafd36afe3d490:pypi:scikit-learn · repository_commit_manifest_package_identity
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