etna
etna copied to clipboard
Implement in-sample and out-sample predictions in `nn` models without exceptions
🚀 Feature Request
Currently we can't make with nn
models
- in-sample predictions
- out-sample predictions there
ts
isn't going straight after the train and only onhorizon
steps in the future We are throwing exception because of limitation of implementation. However, it is possible and we can implement it.
Proposal
Add possibility to make
- in-sample predictions
- out-sample predictions with gap
Probably it will be easier to do after merging #776.
Test cases
- Make sure current tests pass.
- Pay attention to tests in
test_inference
, after making in-sample and out-sample with gap possible without the exception, we should probably movenn
models to a new test case.
Additional context
This task waits for #787 to finish.