Overview
Research summary
Cleanlab helps developers inspect the quality of machine-learning datasets before or during model iteration. It can use predictions and representations from existing models to identify likely annotation mistakes, duplicate examples, outliers and other data problems across supported task types. Additional workflows address agreement between annotators and selecting examples for further labeling. This entry represents the Apache-licensed Python library, which can be used with multiple modeling frameworks, rather than every commercial service offered under the Cleanlab brand.
Repository summary
- Stars
- 11,683
- Open issues
- Unavailable
- Last push
- 2026-01-13
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Version
- Unavailable
Recorded catalogue figures. View repository data and provenance →
Classification
Pricing & services
Paid services available
The provider offers paid products or services. Free options may also be available.
Commercial offering checked 2026-10-02.
Licence scope
Implementation
Recorded implementation details and interfaces for Cleanlab.
Implementation details
Python library and supporting tools
- Languages
- Python
- Repository type
- source
Recorded interfaces and capabilities
Licence scope
Repository
Repository snapshots, release information and recorded maintenance signals.
Repository snapshot
- Stars
- 11,683
- Open issues
- Unavailable
- Last push
- 2026-01-13
- Commits, 90 days
- Unavailable
- Repository activity
- Not scored
- Archived
- Not recorded
Repository activity is a snapshot, not a quality or popularity ranking. It combines recent-push freshness (50%), 90-day commits (30%) and issue pressure (20%).
Maintenance and provenance
- Catalogue snapshot
- 2026-10-06
- Stars source
- Recorded fallback
- Last push source
- Recorded fallback
Documentation
Recorded references and research provenance for this entry.
Recorded sources 7
- https://cleanlab.ai Project page
- https://github.com/cleanlab/cleanlab Linked repository · Research reference
- https://api.github.com/repos/cleanlab/cleanlab Research reference
- https://github.com/cleanlab/cleanlab/blob/master/README.md Research reference
- https://github.com/cleanlab/cleanlab/blob/master/LICENSE Research reference
- https://cleanlab.ai/sales/ Commercial offering evidence
- https://cleanlab.ai/blog/learn/cleanlab-2/ Commercial offering evidence
Research metadata
- Research date
- 2026-10-02
- Catalogue snapshot
- 2026-10-06
Community & social 1 channels
Communities
- GitHub Discussionsgithub.com/cleanlab/cleanlab/discussionsOfficial
Link details for GitHub Discussions
- Last checked