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[ENH] Define and add small dataset used to showcase and test hierarchical forecasting. Add synthetic data generators. #1738

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fkiraly opened this issue Dec 10, 2021 · 2 comments
Closed
2 tasks done

[ENH] Define and add small dataset used to showcase and test hierarchical forecasting. Add synthetic data generators. #1738

fkiraly opened this issue Dec 10, 2021 · 2 comments
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@ltsaprounis
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module:datasets&loaders data sets and data loaders module:datatypes datatypes module: data containers, checkers & converters
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Workstream: global/panel/hierarchical...

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@fkiraly
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fkiraly commented Dec 10, 2021 •
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For development and testing in hierarchical forecasting we'll need:

  • at least one data set like airline, but hierarchical (at least two levels of hierarchy)
  • a data generator like _make_series, but hierarchical, input should be: number variables, number of levels, perhaps also number of units per level
@fkiraly
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fkiraly commented Mar 18, 2022

task 2 is solved by #2093

@fkiraly fkiraly added module:datatypes datatypes module: data containers, checkers & converters module:datasets&loaders data sets and data loaders labels Mar 18, 2022
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fkiraly commented Aug 4, 2023

task 1 is solved by _bottom_hier_datagen

@fkiraly fkiraly closed this as completed Aug 4, 2023
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module:datasets&loaders data sets and data loaders module:datatypes datatypes module: data containers, checkers & converters
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Workstream: global/panel/hierarchical...
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