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Don't continue fitting in GapEncoder.transform - #548

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LilianBoulard merged 4 commits into
skrub-data:mainfrom
LilianBoulard:gap_transform_fix
Apr 18, 2023
Merged

LilianBoulard merged 4 commits into
skrub-data:mainfrom
LilianBoulard:gap_transform_fix

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Fixes #188

@LilianBoulard LilianBoulard added the bug Something isn't working label Apr 18, 2023
@LilianBoulard LilianBoulard self-assigned this Apr 18, 2023
@LilianBoulard LilianBoulard added this to the 0.4.1 milestone Apr 18, 2023
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LilianBoulard marked this pull request as ready for review April 18, 2023 09:32
@LilianBoulard LilianBoulard changed the title Make GapEncoder.transform deterministic Don't continue fitting in GapEncoder.transform Apr 18, 2023

@jovan-stojanovic jovan-stojanovic left a comment

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This is as we discussed, seems fine to me for the minor release.
I think though we should double check the implications of fixing the activations H on the results later.

@LilianBoulard
LilianBoulard merged commit 2947f1d into skrub-data:main Apr 18, 2023
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LilianBoulard deleted the gap_transform_fix branch April 18, 2023 13:47
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Topic labels that changes over multiple calls of get_feature_names in GapEncoder

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