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[MRG] fix similarity encoder inverse transform #801

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jeromedockes
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closes #790

this is a quick fix + added test for the failure described in #790
the bigger problem of SimilarityEncoder subclassing the OneHotEncoder should still be addressed elsewhere

@jeromedockes jeromedockes changed the title fix similarity encoder inverse transform [MRG] fix similarity encoder inverse transform Oct 20, 2023
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@Vincent-Maladiere Vincent-Maladiere left a comment

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Let's fix the conflict and LGTM! It seems that we may be better off without subclassing the OHE indeed.

@Vincent-Maladiere Vincent-Maladiere merged commit fb04fd0 into skrub-data:main Nov 2, 2023
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AttributeError in SimilarityEncoder inverse_transform
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