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[FEAT] Improved CI test #152

@kdgutier

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@kdgutier

In the future I would like to change the current CI test towards:

  • Medium sized dataset TourismL with strictly hierarchical and non-strictly hierarchical version.
  • sCRPS/MSSE measurements.
  • Improved execution time dataframe recordings.
  • Pre computed AutoARIMA predictions for the tests to run fast.

For the precomputed AutoARIMA predictions we and new test we could inspire in this:
https://github.com/Nixtla/hierarchicalforecast/blob/main/nbs/examples/TourismLarge-Evaluation.ipynb

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