Hi Nixtla team ! I want to perform custom training with weight on sample. Everything works fine for training. However, when I want to perform cross validation with the same logic, I don't see any easy way to do that. Especially to create CV windows, then apply preprocessing and do a custom fit on each model.
Am I missing something ?
j
José Morales
04/10/2024, 5:42 PM
Hey. We don't have anything for that at the moment, however we have some utilities for generating the splits which can help. That function returns a generator of cutoffs, train, valid, so you can iterate through those and perform your current training in each fold
v
victor michon
04/10/2024, 5:43 PM
Alright, wanted to be sure that there was no other way to do that. Thanks for your insights !
j
José Morales
04/10/2024, 5:45 PM
Feel free to open an issue for this. Training with weights is something that's been requested a couple of times and I think we could add it