ensemble.ensemble()

Calculate the mean of multiple forecasts.

Usage

Source

ensemble.ensemble(forecasts)

Works with ordinary forecasts and cross-validation forecasts. Shared identifier columns are retained.

Parameters

forecasts: list[pd.DataFrame]

Forecast dataframes to combine.

Returns

ensemble: pd.DataFrame

Ensemble forecast.