raedjamw / Imputation-Techniques

Fast, efficient code to pull non-null categorical data out, encode it and impute nulls with KNN Impute from fancyimpute library

Imputation Techniques

Categorical

Encode and Impute missing values for categorical variables using K Nearest Neighbors

Continuous

Impute missing values using Bayesian Ridge for continuous variables