tabensemb.data.AbstractSklearnImputer#

class tabensemb.data.AbstractSklearnImputer(**kwargs)[source]#

Bases: AbstractImputer

A base class for sklearn-style imputers that has fit_transform and transform methods that return np.ndarray.

Methods

__init__(**kwargs)#

_fit_transform(input_data, datamodule)

Fit the imputer and transform the input dataframe.

_new_imputer()

Get a sklearn-style imputer that has fit_transform and transform methods that return np.ndarray.

_transform(input_data, datamodule)

Transform the input tabular data using the fitted imputer.