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### Describe the feature you want to add to this project
sktime project is splitting into 2 parallel projects (see [link](https://github.com/mloning/sktime-deprecation/discussions/1)). With this ch…
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### Description
Since MLForecast can handle static features, `aggregate` should create the one-hot-encoded versions of the hierarchical variables and add dummies for aggregated levels. Here's an upda…
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Once I've established the SPA ratings per game, I'd like to build out a player projection system. At a base level, we have a [hierarchical time-series forecasting problem](https://otexts.com/fpp2/hier…
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Update by fkiraly: `evaluate_by_index` allows to produce metrics by time index, but is not well-documented in tutorials, this should be added
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**Is your feature request related to a problem? Pl…
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I am forecasting hierarchical oil production data with three hierarchy levels: "field," "reservoir," and "string." Each series in the dataset has different initial and ending time periods. I am attemp…
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### Describe the issue linked to the documentation
The [clustering component](https://www.aeon-toolkit.org/en/stable/api_reference/clustering.html) in aeon currently supports only partition-based met…
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I use a variety of models in a hierarchical time series forecast and the "best" model for a grouping variable doesn't show up in the future forecast. I am using XGBoost and Prophet and the Prophet mod…
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This issue will be used to track all outstanding tasks required to complete the demo. The purpose of this demo is to provide an example and a guide for new users on introduction to Hierarchical tempor…
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## Description
It would be very useful to allow for forecast reconciliation of hierarchical and/or grouped time series. This means that the sum of all forecasts that make up a hierarchy matches to th…
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## Classification of Time-Series Images Using Deep Convolutional Neural Networks
### Nima Hatami, Yann Gavet, Johan Debayle
Convolutional Neural Networks (CNN) has achieved a great success in imag…