There's a wrong import in the feature transform section of the forecasting tutorial:
from functime.forecasting import linear_model
from functime.feature_extraction import add_fourier_terms
-from functime.preprocessing import lag
+from functime.preprocessing import roll
There's a wrong import in the feature transform section of the forecasting tutorial: