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Allow stacking pandas dataframes in ColumnTransformer? #20035

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@amueller

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@amueller

Right now we make it easy to overwrite _hstack in ColumnTransformer, but I wonder if we should try to be more generic in the first place. I don't think without something like nep 37 we can do fully generic stacking, but maybe we can already allow stacking pandas dataframes?

I can think of few cases where all the transformers output pandas dataframes but you want to output a numpy array in the ColumnTransformer.
This would be a backward incompatible change, so we'd probably need to make it optional (or deprecate the current behavior).
Wdyt?

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