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**Describe the bug**
I'm not sure if this is a bug or if I am just using the package incorrectly. The error was too long, and I did not log it, but I think the bottom section should give the idea o…
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Hi, I am reposting this issue on GitHub, with a more complete example, as I suspect it might not be related to the data being used or code mistakes.
I am trying to perform Hierarchical Forecasting…
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The `Base predictions` and `Reconciliation` sections don't have a complete explanation of the hierarchical reconciliation methodology. Ideas to improve those sections:
Base predictions:
- Define w…
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We should write up a math definition of terms/tasks: grouped forecasting, hierarchical forecasting, panel forecasting, global forecasting.
There is some ambiguitiy on meaning, and some of these may…
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@sktime/core-developers, @Xinyu-Wu-0000, @fnhirwa, I think we ought to untangle terminology for "global" in the code base and especially in user facing documentation and tutorial notebooks.
Current…
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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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**Describe the bug**
Hierarchical Forecasting does not work with reconciler (possibly due to empty X dataframe)
**To Reproduce**
Modified from pydata Berlin notebooks. Complete code & data [her…
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**Describe the bug**
While attempting the experiment of global forecasting using `ReconcilerForecaster` and `LightGBMRegressor` during `.fit()`, the pipeline raises 2 errors
1. About a different for…
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@yarnabrina recommended we should ensure the use of `multioutput` and `multilevel` parameters in forecasting metrics is properly explained throughout our documentation.
These two arguments control …
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`sktime` features for hierarchical and panel time series forecasting have progressed a bit since we presented our initial tutorial at pydata Berlin 2022.
It would be nice if some of the newer featu…