Dennis Bader
Dennis Bader
### Summary - coverts single timeseries to list of timeseries at beginning of fit/predict in regression models - general reordering of things in RegressionModel & TorchForecastingModels methods `fit()` and `predicT()`...
Work in progress Fixes #2139, fixes #2132 ### Summary - adds support for shifting the output chunk of global models with parameter `output_chunk_shift` - add support to regression models -...
Addresses #1618. ## Summary Draft PR for MLflow integration example making pytorch calls and activating tensorboard collection on Darts' s pytortch models to do autologging with MLflow and activate MLflow...
At some point `pytorch-lightning` will be deprecated in favor of `lightning`. We can start migrating as well. Addresses #2192. - [ ] code base - [ ] docs
Conformal predictions could be a valuable addition to darts. It would require some brain storming/planning of how (or if) we can integrate this into our API / extend the API....
Fixes #1965. - TCNModel computed the training loss also on the input chunk (past/history). changed so that is only computed on the output chunk (future/horizon) - removed now obsolete first_prediction_index...
**Is your feature request related to a current problem? Please describe.** Reversible Instance Normalization (RIN) has proven to be very effective for our neural network models (against distribution shift, ..)....
**Describe the bug** Numpy released version 2.0.0. Many of our dependencies are currently broken. We set an upper cap on `numpy
Checklist before merging this PR: - [x] Mentioned all issues that this PR fixes or addresses. - [x] Summarized the updates of this PR under **Summary**. - [ ] Added...