After training N-BEATS model with NBeats.from_dataset() I want to predict with an out of sample dataframe with the length of max_encoder_lentgh.
Actual behavior
It throws "AssertionError: filters should not remove entries all entries - check encoder/decoder lengths and lags" if the length of the dataframe is lower than: max_encoder_length + max_prediction_length.
Expected behavior
After training N-BEATS model with NBeats.from_dataset() I want to predict with an out of sample dataframe with the length of max_encoder_lentgh.
Actual behavior
It throws "AssertionError: filters should not remove entries all entries - check encoder/decoder lengths and lags" if the length of the dataframe is lower than: max_encoder_length + max_prediction_length.
Code to reproduce the problem
https://gist.github.com/fornasari12/5ae6dc414f730beb2bd5c8e267b6c9f1