sktime.transformations.series.boxcox

class sktime.transformations.series.boxcox.BoxCoxTransformer(bounds=None, method='mle')[source]

Bases: sktime.transformations.base._SeriesToSeriesTransformer

fit(Z, X=None)[source]

Fit transformer to X and y.

By default, fit is empty. Fittable transformations overwrite fit method.

Parameters
  • Z (TimeSeries) – Data to be transformed

  • X (TimeSeries, optional (default=None)) – Extra data

Returns

self

Return type

a fitted instance of the estimator

inverse_transform(Z, X=None)[source]
transform(Z, X=None)[source]

Transform data. Returns a transformed version of X.