Currently, we dont have preprocessing support in tslib datamodule. We should add that!
We could add the scalers and normalizers in a similar way as in #2302, but before that, I think we should
look at thuml's implementation of pre-processing steps. We should add the implementation inspired from that package (as tslib datamodule is inspired from that package).
How should we do this?
- First we should look at the Time-Series-Library, and then write down the how the preprocessing steps (like scaler and normalizer use) is implemented there
- Try to replicate that in
tslib data module while staying coherent with the v2 design.
Currently, we dont have preprocessing support in
tslibdatamodule. We should add that!We could add the scalers and normalizers in a similar way as in #2302, but before that, I think we should
look at thuml's implementation of pre-processing steps. We should add the implementation inspired from that package (as
tslibdatamodule is inspired from that package).How should we do this?
tslibdata module while staying coherent with the v2 design.