tabensemb.data.datamodule.DataModule.derive#

method

DataModule.derive(df: DataFrame) → Tuple[DataFrame, List[str], List[str], Dict[str, ndarray]][source]#

Derive both stacked and unstacked features using the input dataframe.

Parameters:

df: The tabular dataset.

Returns:

pd.DataFrame: The tabular dataset with derived stacked features.
List: Continuous feature names with derived stacked features.
List: Categorical feature names with derived stacked features.
dict: The derived unstacked data.

See also

derive_stacked(), derive_unstacked()