tabensemb.data.dataderiver.SampleWeightDeriver.derive

method

SampleWeightDeriver.derive(df: DataFrame, datamodule: DataModule) → Tuple[ndarray, List]

The method automatically checks input column names and the DataFrame, calls the _derive() method, and checks the output of the derived data.

Parameters:

df:

The tabular dataset.

datamodule:

A DataModule instance. Data-derivers might use information in the DataModule, but would not change its contents.

Returns:

np.ndarray

A ndarray of derived data

List

Names of each column in the derived data.