LORE_sa
  • Get started
  • Tabular explanation
    • Learning and explaining German Credit Dataset
    • Loading and preparation of data
      • Learning a Random Forest classfier
    • Explaining the prediction
      • SHAP explainer
      • LORE explainer
      • LIME explainer
    • Learning a different model
      • Learning a Logistic Regressor
    • Explaining the prediction
      • LORE explainer
      • LIME explainer
  • Modules
    • lore_sa.bbox: BlackBox abstract class
    • lore_sa.dataset: Dataset class
    • lore_sa.neighgen: Neighborhood Generator classes
    • lore_sa.discretizer: Discretizer classes and functions
    • lore_sa.encoder_decoder: Encoder/Decoder classes and functions
    • lore_sa.explanation: Explanation classes and functions
    • lore_sa.rule: Rule classes and functions
    • lore_sa.surrogate: Surrogate classes and functions
    • lore_sa.util: Util functions
LORE_sa
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