_OneSegmentChangePointsSegmentationTransform

class _OneSegmentChangePointsSegmentationTransform(in_column: str, out_column: str, change_points_model: etna.transforms.decomposition.change_points_based.change_points_models.base.BaseChangePointsModelAdapter)

Bases: etna.transforms.decomposition.change_points_based.base._OneSegmentChangePointsTransform

_OneSegmentChangePointsSegmentationTransform make label encoder to change points.

Init _OneSegmentChangePointsSegmentationTransform. :param in_column: name of column to apply transform to :param out_column: result column name. If not given use self.__repr__() :param change_points_model: model to get change points

Inherited-members

Parameters

• in_column (str) –

• out_column (str) –

• change_points_model (etna.transforms.decomposition.change_points_based.change_points_models.base.BaseChangePointsModelAdapter) –

Methods

fit(df)	Fit transform.
fit_transform(df)	Fit and transform Dataframe.
inverse_transform(df)	Split df to intervals of stable trend according to previous change point detection and add trend to each one.
set_params(**params)	Return new object instance with modified parameters.
to_dict()	Collect all information about etna object in dict.
transform(df)	Transform data from df.