cleanlab/cleanlab
cleanlab
Cleanlab's open-source library is the standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
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cleanlab
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May 11, 2018
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README Summary
Cleanlab is an open-source Python library that helps improve machine learning models by automatically detecting and handling data quality issues in real-world datasets. It focuses on identifying problematic data points like label errors, outliers, and near-duplicates to enable more reliable model training and evaluation. The library provides a data-centric approach to AI that works with any ML framework and dataset type.
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- Project created
- May 11, 2018
- Forked
- Mar 22, 2026
- Your last push
- 3 months ago
- Upstream last push
- 3 months ago
- Tracked since
- Jan 13, 2026
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