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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
  • Scalers

Scalers#

Feature Scaling#

  • ArcSinSquareRootScaler - Arcsinh square root transformation

  • ArcSinhScaler - Arcsinh transformation

  • BoxCox - Box-Cox power transformation

  • LogScaler - Log transformation

  • MinmaxScaler - Min-max normalization

  • PowerScaler - Power transformation

  • StandardScaler - Z-score standardization

  • YeoJonhson - Yeo-Johnson power transformation

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