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Advanced scaling and transformation methods Advanced scaling and transformation methods
This module provides sophisticated scaling methods that go beyond basic normalization, including quantile transformations and robust scaling methods.
Structsยง
- MaxAbs
Scaler - MaxAbsScaler for scaling features by their maximum absolute value
- Quantile
Transformer - QuantileTransformer for non-linear transformations