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apply PipeOpTaskPreproc to data.frame / data.table #711

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mb706 opened this issue Feb 16, 2023 · 0 comments
Open

apply PipeOpTaskPreproc to data.frame / data.table #711

mb706 opened this issue Feb 16, 2023 · 0 comments
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Status: Needs Design Needs some thought and design decisions.

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mb706 commented Feb 16, 2023 •
edited

  • Add another function, e.g. $operate(), which uses the train_df() functions internally and accepts data.frame? (Should this set a state? Maybe $operate(df, train = TRUE)?)
  • Just have $train() and $predict() accept df?
  • Do the same with Graph?
  • have the %>>% operator work on df and do the necessary conversions, so that df %>>% po("removeconstants") works?

Things to consider:

  • character cols in df often "mean" factor-cols in Tasks.
@mb706 mb706 added the Status: Needs Design Needs some thought and design decisions. label Feb 16, 2023
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