MODULE REFERENCE

transformers

anomx.data.processing.transformers

Data Transformers

Data transformers for preprocessing time series data, including scalers, missing value fillers, differencing, BoxCox transformations, and hierarchical reconciliation methods.

Public exports

Import these names directly from anomx.data.processing.transformers.

BaseDataTransformer

BottomUpReconciliator

Performs bottom up reconciliation, as defined `here <https://otexts.com/fpp3/reconciliation.html>`__.

BoxCox

Diff

FittableDataTransformer

InvertibleDataTransformer

InvertibleMapper

MIDAS

Mapper

MinTReconciliator

MissingValuesFiller

Scaler

StaticCovariatesTransformer

TopDownReconciliator

Performs top down reconciliation, as defined `here <https://otexts.com/fpp3/reconciliation.html>`__.

WindowTransformer