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

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SklearnTransformerWrapper

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Missing Data Imputation