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Expand forecasting using GluonTS Quantile Estimates. Ref. [Probabilistic Forecasting](https://ts.gluon.ai/examples/extended_forecasting_tutorial/extended_tutorial.html#5.2-Probabilistic-forecasting)
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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.
Some links:
- htt…
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Author Name: **James** (James)
Original Redmine Issue: 108992, https://vlab.noaa.gov/redmine/issues/108992
Original Date: 2022-10-11
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Given an evaluation that compares two ensemble forecas…
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Exogenous variables are supported for AutoCES in statsforecast library but the support for future covariates is missing in Darts. It would be great if you could add this feature.
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https://www.researchgate.net/publication/361359349_PROFHIT_Probabilistic_Robust_Forecasting_for_Hierarchical_Time-series/fulltext/62ac06ed40d84c1401b09d63/PROFHIT-Probabilistic-Robust-Forecasting-for-…
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https://www.semafor.com/article/02/14/2024/windborne-takes-the-ai-weather-prediction-crown
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_Originally posted by @yarnabrina in https://github.com/sktime/sktime/issues/4513#issuecomment-1528621231_
(moving this to separate issue)
> Do you think we should do this differently? Or, same …
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- PyTorch-Forecasting version: 0.10.2
- PyTorch version: 2.0.1
- Python version: 3.11
- Operating System: macOS 13.4
### Expected behavior
I expect my code to compile, but I get an error.
…
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From our earlier discussion, I will try to summarize the "is it a reduction" question.
As you are familiar with math formalism, I will try to formulate this question using mathematical language.
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In the model page (https://github.com/unit8co/darts?tab=readme-ov-file#forecasting-models) we can see that for AutoARIMA and StatsforecastAutoCES probabilistic forecasting is set to not applicable but…