BottomUpReconciliator

class BottomUpReconciliator(target_level: str, source_level: str)

Bases: etna.reconciliation.base.BaseReconciliator

Bottom-up reconciliation.

Create bottom-up reconciliator from source_level to target_level.

Parameters

• target_level (str) – Level to be reconciled from the forecasts.

• source_level (str) – Level to be forecasted.

Inherited-members

Methods

aggregate(ts)	Aggregate the dataset to the source_level.
fit(ts)	Fit the reconciliator parameters.
reconcile(ts)	Reconcile the forecasts in the dataset.
set_params(**params)	Return new object instance with modified parameters.
to_dict()	Collect all information about etna object in dict.

fit(ts: etna.datasets.tsdataset.TSDataset) → etna.reconciliation.bottom_up.BottomUpReconciliator

Fit the reconciliator parameters.

Parameters

ts (etna.datasets.tsdataset.TSDataset) – TSDataset on the level which is lower or equal to target_level, source_level.

Returns

Fitted instance of reconciliator.

Return type

etna.reconciliation.bottom_up.BottomUpReconciliator