NasreddineD

Prediction values changes every run

1

Hi, with DeepLearning models (even for deterministic model), each time I run the prediction (even without retraining), the results are always different. The MAPE calculation for each time I run...

Add temporal hierarchies

2

### Description Hi, I saw someone in the slack asking if there is a way to handle temporal hierarchies. So I'm opening this feature request, if it can be done....

Hi, It would be nice if it was possible to configure the following pipeline : - Create from a target (or other data) a bunch of features (from domain knowledge...

[ENH] adding forecasting metrics - error/bias, %MAE, %RMSE

17

Hi, Is it possible to add metrics from the following article : https://towardsdatascience.com/forecast-kpi-rmse-mae-mape-bias-cdc5703d242d ? Forecast Error Forecast Bias %MAE %RMSE The author seems to use it for his work.

Hi, you should be able to reproduce the issue by copy pasting the following code. python : 3.8 sktime : 0.8.1 ``` from pycaret.time_series import * from sktime.forecasting.model_selection import ExpandingWindowSplitter...