Skrub provides various transformers that help with feature engineering numeric, datetime and categorical data. The encoders covered in this section convert the raw features found in an input dataframe into numeric features that can be used directly by machine learning models.
.. toctree:: :maxdepth: 3 modules/column_level_featurizing/feature_engineering_categorical modules/column_level_featurizing/feature_engineering_datetimes modules/column_level_featurizing/robust_scaling