Description

Feature Engine is a python library with multiple transformers to engineer features for use in machine learning models. The transformers work with Scikit-learn like functionality. The first learn the imputing or encoding methods from the training set, and subsequently transform the dataset. Currently there transformers include functionality for: * Missing value imputation * Categorical variable encoding * Outlier removal * Discretisation * Numerical Variable Transformation