User Guide

In this section you will find additional information about Feature-engine’s transformers and feature engineering transformations in general, as well as additional examples.

• Missing Data Imputation
• Categorical Encoding
• Variable Discretisation
• Outlier Handling
• Variable Transformation
• Feature Creation
• Feature Selection
• Datetime Features
• Preprocessing
• Scikit-learn Wrapper

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Datasets

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Missing Data Imputation