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Fix minor bugs in time series forecasting #600

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merged 2 commits into from
Oct 23, 2023

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shchur
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@shchur shchur commented Oct 19, 2023

Fix several minor bugs in the time series benchmark:

  • ensure that item_id column is parsed as a string. If the column is parsed as an integer, it may lead to a different sorting order, which in turn introduces mistakes to seasonal error calculation.
  • make sure that AutoGluon respects the random seed provided in the config
  • add s3fs & fsspec dependencies that are necessary to enable pandas to load datasets from S3

@PGijsbers PGijsbers merged commit 53b0eea into openml:master Oct 23, 2023
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@shchur shchur deleted the fix-ts-bugs branch October 23, 2023 10:35
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