PAIR-code/facets
A visualization tool for exploring and comparing machine learning datasets through statistical analysis.
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Facets Overview and Facets Dive provide visual analysis of dataset distributions and quality issues. Facets Overview highlights outliers, missing values, and skew across features and datasets, while Facets Dive enables detailed exploration of individual data points. The tool integrates into Jupyter notebooks via Python and TypeScript web components.