fancyimpute
fancyimpute
Multivariate imputation and matrix completion algorithms implemented in Python
(1) This project is in “bare maintenance” mode. That means we are not planning on adding more imputation algorithms or features (but might if we get inspired). Please do report bugs, and we’ll try to fix them. Also, we are happy to take pull requests for more algorithms and/or features.
(2) IterativeImputer
started its life as a fancyimpute
original, but was then merged into scikit-learn
and we deleted it from fancyimpute
in favor of the better-tested sklearn
version. As a convenience, you can still from fancyimpute import IterativeImputer
, but under the hood it’s just doing from sklearn.impute import IterativeImputer
. That means if you update scikit-learn
in the future, you may also change the behavior of IterativeImputer
.