Seasonality: can be removed, only multiplicative seasonality should be covered seasonality_mode='multiplicative'
Auto-Regression: super outdated and should definitely be removed, only thing that could be covered in another tutorial is m.highlight_nth_step_ahead_of_each_forecast(step_number=m.n_forecasts)
Current structure
Tutorials
Trend: can be removed, as fully covered in tutorial 2
Seasonality: can be removed, only multiplicative seasonality should be covered
seasonality_mode='multiplicative'
Auto-Regression: super outdated and should definitely be removed, only thing that could be covered in another tutorial is
m.highlight_nth_step_ahead_of_each_forecast(step_number=m.n_forecasts)
Lagged regressors: can be removed, as fully covered in tutorial 5
Events: can be removed as covered in Tutorial 7
Future regressors: can be removed as covered in Tutorial 6
Feature Guides
would propose to delete them completely and build new ones upon them (see new structure)
Proposed new structure
Tutorials
The Science behind