Our Verdict
Skrub is a free, open-source Python library that enhances dataframe-based machine learning preprocessing with tools for exploration, cleaning, feature engineering, and multi-table pipeline validation. Its key strengths include: integrates with pandas and polars without replacing them, fitting into existing workflows.. Consider that: limited to dataframe-based machine learning preprocessing; does not support low-level array operations..
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