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scalar .feature_names_in_
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# %%
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- # The support of :term:`get_feature_names_out` is avaliable for transformers
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+ # The support of :term:`get_feature_names_out` is available for transformers
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# that already had :term:`get_feature_names` and transformers with a one-to-one
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# correspondence between input and output such as
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# :class:`~preprocessing.StandardScalar`. :term:`get_feature_names_out` support
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# will be added to all other transformers in future releases. Additionally,
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- # :meth:`compose.ColumnTransformer.get_feature_names_out` is avaliable to
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+ # :meth:`compose.ColumnTransformer.get_feature_names_out` is available to
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# combine feature names of its transformers:
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from sklearn .compose import ColumnTransformer
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from sklearn .preprocessing import OneHotEncoder
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