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API Documentation

  • Data Cleaning
  • Clippers
  • Encoders
  • Feature Generation - Numeric
  • Feature Generation - String
  • Feature Generation - DateTime
  • Imputers
  • Discretizers
  • Scalers
  • Pipeline
  • Feature Selection
  • API Reference
  • Encoders

Encoders#

Categorical Encoding#

  • BinaryEncoder - Binary encoding for categorical features

  • CatBoostEncoder - CatBoost-style encoding

  • CountEncoder - Frequency-based encoding

  • LeaveOneOutEncoder - Leave-one-out encoding

  • OneHotEncoder - One-hot encoding

  • OrdinalEncoder - Ordinal encoding for ordered categories

  • RareCategoryEncoder - Handle rare categories

  • TargetEncoder - Target mean encoding

  • WOEEncoder - Weight of Evidence encoding

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