tabensemb.data.AbstractAugmenter#

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

Bases: AbstractProcessor

A kind of data processor that increases the number of data points.

Methods

__init__(**kwargs)#

_fit_transform(data, datamodule)

_get_augmented(data, datamodule)

Return a DataFrame that contains augmented (new) data points based on the training and validation sets.

_transform(data, datamodule)