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add target transformations #14

Merged
merged 12 commits into from
Sep 29, 2023
Merged

add target transformations #14

merged 12 commits into from
Sep 29, 2023

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jmoralez
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@jmoralez jmoralez commented Sep 19, 2023 •
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  • Adds the target_transforms module with the following transformations:
    • Local Standard Scaler
    • Local MinMax Scaler
    • Local Robust Scaler (scale can be IQR or MAD)
    • Local BoxCox
    • Global func transformer
  • Does a minor change to the processing module to make the process method return the data and indptr as separate arrays instead of a GroupedArray object, since the libs have their own extended implementation of the GroupedArray and use that object instead.
  • Adds the from_sorted_df method of GroupedArray.

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@jmoralez jmoralez changed the title add standard scaler add target transformations Sep 29, 2023
@jmoralez jmoralez marked this pull request as ready for review September 29, 2023 16:11
@jmoralez jmoralez merged commit c5e4093 into main Sep 29, 2023
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@jmoralez jmoralez deleted the std-scaler branch September 29, 2023 16:16
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