We need to implement the usage of past known covariates, like measured field, which is not known in the future. This could be useful to put in addition to current and residual field.
- Implement past known covariates in transformertf [priority:: low] [completion:: 2024-04-17]
Implemented deacf7a73caf413299d15f69ecafe7b76f5343e8 Still more tests needs to be written.
- Soft copy columns in internal datamodule dataframe to be able to reuse same column for input and target [priority:: low] [completion:: 2024-08-06]
Implemented in transformertf v0.1.0 .