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Is your feature request related to a problem? Please describe.
To be able to use cuml estimators as a sklearn drop-in replacement, they should have the same attributes. One often used in pipelines is feature_names_in_, that contains the names of the features seen during fit (when provided in a pd.dataframe or cupy.dataframe)
Describe the solution you'd like
Support for all cuml estimators to have the feature_names_in_ attribute after fit. Currently, only n_features_in_ is supported.
Is your feature request related to a problem? Please describe.
To be able to use cuml estimators as a sklearn drop-in replacement, they should have the same attributes. One often used in pipelines is
feature_names_in_
, that contains the names of the features seen during fit (when provided in a pd.dataframe or cupy.dataframe)Describe the solution you'd like
Support for all cuml estimators to have the
feature_names_in_
attribute after fit. Currently, onlyn_features_in_
is supported.Implementing this could potentially help with #5564
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