add get_feature_names_out to MinHashEncoder #616
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Hey @LeoGrin, thanks for the PR! Hopefully, this will play nicely with TableVectorizer :)
Here are a couple of quick remarks:
replace ` by `` Co-authored-by: Vincent M <maladiere.vincent@yahoo.fr>
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Thanks for the comments @Vincent-Maladiere ! |
Vincent-Maladiere
approved these changes
Jun 23, 2023
jovan-stojanovic
requested changes
Jun 26, 2023
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| def test_deterministic(): | ||
| """Test that the encoder is deterministic""" | ||
| # TODO: add random state to encoder |
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Is there randomness? If it's deterministic, no need for random state.
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Right now it's deterministic because the seed in the hash is fixed, but we could imagine allowing the user to vary the seed.
Co-authored-by: Jovan Stojanovic <62058944+jovan-stojanovic@users.noreply.github.com>
LilianBoulard
approved these changes
Jun 26, 2023
jovan-stojanovic
approved these changes
Jun 26, 2023
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We generate feature names as
feature_name_1_0, ...feature_name_1_n_componentsetc. If feature names are missing, we usex_0,x_1etc(+ a test to check that the MinHashEncoder is deterministic)