TableReport
Generates comprehensive data exploration reports from dataframes to assist in understanding dataset characteristics.
Cleaner
Performs data sanitization tasks to prepare dataframes for machine learning pipelines.
TableVectorizer
Handles feature engineering by transforming dataframe columns into machine learning-ready features.
MultiTableTransformer
Builds and validates preprocessing pipelines that operate across multiple dataframes, including support for hyperparameter tuning.
Customization via Selectors and Parameters
Allows users to control which columns are transformed and to tweak processing steps through configurable parameters.