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← Back to the AI Dependency AtlasExact package identity dossier

Hugging Face Datasets

pypi:datasets
Hugging Face

This dossier links the stable identity pypi:datasets to 5 exact observed versions across 5 public repositories.

pypipypi:datasetsecosystem:name + exact version + evidence path

A package identity or provider interface in published code does not prove configuration, an account, procurement, data transfer or an API call.

ecosystem:name + exact version + evidence path
5repositories
5exact evidence rows
5exact versions
1reported license expression
0OSV records returned
Exact published evidence

Observed exact versions and registry metadata

Publication age and licenses come from deps.dev metadata. They are context—not a maintenance, legal or portability verdict.

Exact version3.2.010 Dec 2024
Repositories
1
Occurrences
1
Reported licenses
Apache-2.0
no verified publish attestation reportedNo OSV record returned for this exact version
Open exact source ↗
Exact version3.5.128 Apr 2025
Repositories
1
Occurrences
1
Reported licenses
Apache-2.0
no verified publish attestation reportedNo OSV record returned for this exact version
Open exact source ↗
Exact version3.6.007 May 2025
Repositories
1
Occurrences
1
Reported licenses
Apache-2.0
no verified publish attestation reportedNo OSV record returned for this exact version
Open exact source ↗
Exact version4.3.023 Oct 2025
Repositories
1
Occurrences
1
Reported licenses
Apache-2.0
no verified publish attestation reportedNo OSV record returned for this exact version
Open exact source ↗
Exact version4.4.105 Nov 2025
Repositories
1
Occurrences
1
Reported licenses
Apache-2.0
no verified publish attestation reportedNo OSV record returned for this exact version
Open exact source ↗
Observed relations

Repositories carrying this identity

Coding Agent Usage Simulationuba-ki-lab/coding-agent-usage-simulation
4.3.01 Occurrence
→
GSA Extractionuba-ki-lab/gsa-extraction
3.6.01 Occurrence
→
LLM Testframeworkuba-ki-lab/llm-testframework
3.5.11 Occurrence
→
Objection managementuba-ki-lab/objection-management
3.2.01 Occurrence
→
Retrieval Evaluationuba-ki-lab/retrieval-evaluation
4.4.11 Occurrence
→
Exact published evidence

exact evidence rows

Coding Agent Usage Simulationuba-ki-lab/coding-agent-usage-simulation
pypi:datasets@4.3.0uv.lock
declaration relationship not reporteddevelopment scope not reported
Open exact source ↗
GSA Extractionuba-ki-lab/gsa-extraction
pypi:datasets@3.6.0uv.lock
declaration relationship not reporteddevelopment scope not reported
Open exact source ↗
LLM Testframeworkuba-ki-lab/llm-testframework
pypi:datasets@3.5.1uv.lock
declaration relationship not reporteddevelopment scope not reported
Open exact source ↗
Objection managementuba-ki-lab/objection-management
pypi:datasets@3.2.0uv.lock
declaration relationship not reporteddevelopment scope not reported
Open exact source ↗
Retrieval Evaluationuba-ki-lab/retrieval-evaluation
pypi:datasets@4.4.1uv.lock
declaration relationship not reporteddevelopment scope not reported
Open exact source ↗
Interpretation boundary

Exact identities in, explicit limits out

Only exact npm and PyPI tuples are enriched. Reported SPDX expressions are metadata; no compatibility, obligation or legal conclusion is inferred.

Retrieval, parsing, matching and publishing use no generative AI model.

i6eal (2026): Hugging Face Datasets — exact AI dependency evidence dossier, data state 19 Jul 2026. https://i6eal.de/en/tools/ki-abhaengigkeitsatlas/paket/datasets-e12c1359/

Reading this dossier

Does package presence prove that a provider is used?
No. Even a direct interface declaration does not establish configuration, credentials, procurement, data transfer or an API call.
Why are exact versions required?
OSV and registry metadata can be linked reproducibly only to an observed package@version tuple. The collector never substitutes a newest release for a range.
Does a missing row mean the dependency is absent?
No. It means not observed within the bounded files and repository checkpoint. Incomplete trees and parser failures remain explicit.

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