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