mydatapreprocessing.preprocessing.inverse_preprocessing_config package

Preprocessing config and subconfig classes.

class mydatapreprocessing.preprocessing.inverse_preprocessing_config.InversePreprocessingConfig(frozen=None, *a, **kw)

Bases: mypythontools.config.config_internal.Config

Data necessary for inverse preprocessing.

It’s not created manually, but returned from ‘preprocess_data’ function. Still is sometimes necessary to edit the values.

difference_transform

Define whether use inverse difference transform and first starting value.

Type

None | Numeric

Default

None

By default, last value is used.

standardize

Define whether use inverse standardization and what type.

Type

None | “ScalerType”

Default

None

Scaler is necessary for inverse standardization.