Sklearn SimpleImputer - Replacing NaNs with Column Mean
Python
1| from sklearn.impute import SimpleImputer 2| 3| imputer = SimpleImputer(missing_values=np.nan, 4| strategy='mean') 5| 6| imputer.fit(titanic['Age'].values.reshape(-1, 1)) 7| 8| titanic['Age'] = imputer.transform(titanic['Age'].values.reshape(-1, 1))
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