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### Initial request
The template 4.44, Analysis or forecast at a horizontal level or in a horizontal layer at a point in time for aerosol is marked as operational, however it is recommended not to us…
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- [x] add reliability diagrams for probabilistic forecasts
- be careful night values can really skew the results
- [x] histogram of errors
- other ideas?
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Are there any forecast performance metrics available, or are there plans to publish them? I'm particularly interested in reliability of the probabilistic forecasts, but lots of other standard metrics …
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**Problem**
A 7-day weather forecasts is now as accurate as a 5-day forecast 20 years ago, thanks to faster supercomputers and decades of scientific weather forecast model development. However, there…
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Issue to collect potential approaches for the following challenge:
As @bethrice44 brought up in the Feb 10 meet-up, it may lead to performance issues when nesting two estimators that perform slidin…
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## Short description
Conveying uncertainty in probabilistic forecasts is hard. Can YOU find the best plot to explain ensemble forecasts to your GrandPa?
## What will we need?
Find inspiration…
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Summarizes some optional features discussed for `FallbackForecaster` (see first version in https://github.com/sktime/sktime/pull/5779) for future work:
* currently, does not support probabilistic f…
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I initialized a RegressionModel which is wrapped around the Bayesian Ridge Regression Model from sklearn.
As Bayesian Ridge Regression returns a distribution per point, I am looking to plot the co…
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### Package name
skpro
### Package version
Newest
### Package website
https://github.com/sktime/skpro
### Package availability
1. pypi, 2. GitHub
### Additional comments
important dependency …
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According to the [docs](https://catboost.ai/docs/references/uncertainty.html), `CatBoostRegressor` supports probabilistic forecasts via `RMSEWithUncertainty` loss function. It seems the implementation…