skrub-data/skrub

Display columns with the HTML representation of the fitted TableVectorizer

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Problem Description

When displaying the HTML representation of a fitted TableVectorizer on a Jupyter notebook, it would help to see the names of the columns matching the different fitted transformers. This info would be useful for a quick sanity check and a better understanding of what the TV does, especially for beginners.

Feature Description

The ColumnTransformer from scikit-learn implements this feature. Reference

Screenshot 2024-06-17 at 14 35 39

Alternative Solutions

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Additional Context

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