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.

Cleanlab | Awesome Repository

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Cleanlab

Data Centric AI - Identifies and cleans noisy labels in real-world datasets.
General Machine Learning - Package for data quality and learning with noisy labels.
Machine Learning Libraries - Data-centric AI for identifying label errors.
Data Annotation and Synthesis - Library for detecting mislabeled data and data-centric AI.
Data Processing and Analysis - Data-centric AI for detecting dataset issues.

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Data Centric AI - Identifies and cleans noisy labels in real-world datasets.
General Machine Learning - Package for data quality and learning with noisy labels.
Machine Learning Libraries - Data-centric AI for identifying label errors.
Data Annotation and Synthesis - Library for detecting mislabeled data and data-centric AI.
Data Processing and Analysis - Data-centric AI for detecting dataset issues.

Data Validation - Library for identifying issues in real-world datasets.

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.