Getting "ModuleNotFoundError: No module named 'sklearn.impute'" despite having latest sklearn installed (0.19.1)

Question

I am doing a Kaggle competition which requires imputing some missing data. I have installed latest Anaconda(4.5.4) with all relevant dependencies (i.e scikit-learn (0.19.1)).

When I try to import the modules I am getting the following error:

ModuleNotFoundError: No module named 'sklearn.impute'

I have tried to import different sklearn modules without any problems. It seems that only sklearn.impute is missing.

Answer 1

As BallpointBen pointed out, sklearn.impute is not yet released in the latest stable release (0.19.1). Currently it's supported only in 0.20.dev0.

Answer 2

Try this -

from sklearn.preprocessing import Imputer

Works on both python3.5 and python3.6

(In or Out of jupyter notebook)