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Improve current the split and support more split methods #352

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XinweiHe opened this issue Feb 14, 2024 · 0 comments
Open
4 tasks

Improve current the split and support more split methods #352

XinweiHe opened this issue Feb 14, 2024 · 0 comments
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@XinweiHe
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1 - Priority P1

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@XinweiHe
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Right now the split method for Dateset object is very basic. We should support more flexible splits

  • Make the current split method less error prone through refactoring and adding more validation checks
  • Support train/val split in addition to train/val/test split
  • Support random split function for Dateset for better user experience
  • Support temporal split, i.e. split based on a time column in the Dataset
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