FEA Adding FeatureAugmenter #409
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Thanks! Will make this ready for review in a few hours, just to check if everything works fine :) |
Co-authored-by: Lilian <lilian@boulard.fr>
Co-authored-by: Lilian <lilian@boulard.fr>
Co-authored-by: Lilian <lilian@boulard.fr>
LilianBoulard
approved these changes
Jan 4, 2023
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When using the FeatureAugmenter, I found out that tuning the |
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When using the FeatureAugmenter, I found out that tuning the ngram_range and analyzer parameters of the fuzzy_join may be also useful sometimes. Do you think it's a good idea to introduce them in the class as parameters?
If you find them useful than yes, we should add them.
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I agree, moreover it's a common parameter in dirty_cat so users are probably already familiar with it |
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Ok, thanks, I added it to the FA. |
GaelVaroquaux
approved these changes
Jan 17, 2023
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I merged. Congratulations! |
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After the discussion in #403, here is a first version of the Feature Augmenter.
This is a transformer that will allow the users to pass a main table and some auxiliary tables to fuzzy join with.
(I need to add an example before making it ready for review)