API

Full API documentation for Feature-engine transformers.

Transformation

• Missing Data Imputation
• Categorical Encoding
• Discretisation
• Outlier Handling
• Variance Stabilizing Transformations

Creation

• Feature Creation
• Datetime Features

Selection

• Feature Selection

Time series

• Time Series Features

Other

• Preprocessing
• Scikit-learn Wrapper

Datasets

• Datasets

Tools

• Variable handling functions