HumanCompatible.Detect
  • HumanCompatible · Bias Detection
  • API humancompatible.detect
    • Binarizer
    • Data Handler
      • humancompatible.detect.data_handler.features package
        • Submodules
      • humancompatible.detect.data_handler.DataHandler module
      • humancompatible.detect.data_handler.types module
    • Helper Utilities
    • Detection Methods
  • MSD (Maximum Subgroup Discrepancy)
  • L-infinity histogram gap
  • Tutorial
  • Examples
HumanCompatible.Detect
  • API humancompatible.detect
  • Data Handler
  • humancompatible.detect.data_handler.features package
  • View page source

humancompatible.detect.data_handler.features package

Submodules

  • humancompatible.detect.data_handler.features.Binary module
    • Binary
      • Binary.allowed_change()
      • Binary.decode()
      • Binary.encode()
      • Binary.encoding_width()
      • Binary.value_mapping
  • humancompatible.detect.data_handler.features.Categorical module
    • Categorical
      • Categorical.allowed_change()
      • Categorical.decode()
      • Categorical.encode()
      • Categorical.encoding_width()
      • Categorical.greater_than()
      • Categorical.lower_than()
      • Categorical.n_categorical_vals
      • Categorical.numeric_vals
      • Categorical.orig_vals
      • Categorical.value_mapping
  • humancompatible.detect.data_handler.features.Contiguous module
    • Contiguous
      • Contiguous.allowed_change()
      • Contiguous.bounds
      • Contiguous.decode()
      • Contiguous.discrete
      • Contiguous.encode()
      • Contiguous.encoding_width()
  • humancompatible.detect.data_handler.features.Feature module
    • Feature
      • Feature.MAD
      • Feature.allowed_change()
      • Feature.decode()
      • Feature.encode()
      • Feature.encoding_width()
      • Feature.modifiable
      • Feature.monotone
      • Feature.name
    • Monotonicity
      • Monotonicity.DECREASING
      • Monotonicity.INCREASING
      • Monotonicity.NONE
  • humancompatible.detect.data_handler.features.Mixed module
    • Mixed
      • Mixed.bounds
      • Mixed.decode()
      • Mixed.default_val
      • Mixed.default_val_normalized
      • Mixed.encode()
      • Mixed.encoding_width()
      • Mixed.n_categorical_vals
      • Mixed.numeric_vals
      • Mixed.orig_vals
      • Mixed.value_mapping
  • humancompatible.detect.data_handler.features.utils module
    • make_feature()
Previous Next

© Copyright 2025, AutoFair Project.

Built with Sphinx using a theme provided by Read the Docs.