Skip to content

[ENH] Add preprocessing to tslib datamodule #2330

Description

@phoeenniixx

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.

Metadata

Metadata

Assignees

Type

No type

Projects

No projects

Milestone

No milestone

Relationships

None yet

Development

No branches or pull requests

Issue actions