#Python-istas: What libraries do you use for NA-imputation?
I know of, like, none that work. Only, median/mode "imputers" in sklearn.
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Replying to @generativist
@thatdnaguy you want fancier than that? Pandas has some nice stuff, but not much fancier. Is often vectorized.3 replies 1 retweet 1 like -
and, writing your own fancier vectorized one in the pandas context is pretty easy. See blogs of
@TomAugspurger2 replies 0 retweets 2 likes -
IIRC there’s an open PR for scikit-learn with much fancier NA-imputation. Can’t find it ATM
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Last time I did a Pandas -> R Bridge -> Mice thing. It was unusable.
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Yikes, hopefully it’s better now.
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We'll see. Notebooks to follow...
7:11 AM - 13 Jul 2016
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