quantus.metrics.robustness package

Submodules

• quantus.metrics.robustness.avg_sensitivity module
  • AvgSensitivity
    • AvgSensitivity.__call__()
    • AvgSensitivity.__init__()
    • AvgSensitivity.custom_preprocess()
    • AvgSensitivity.data_applicability
    • AvgSensitivity.evaluate_batch()
    • AvgSensitivity.evaluation_category
    • AvgSensitivity.model_applicability
    • AvgSensitivity.name
    • AvgSensitivity.score_direction
• quantus.metrics.robustness.consistency module
  • Consistency
    • Consistency.__call__()
    • Consistency.__init__()
    • Consistency.custom_batch_preprocess()
    • Consistency.data_applicability
    • Consistency.evaluate_batch()
    • Consistency.evaluation_category
    • Consistency.model_applicability
    • Consistency.name
    • Consistency.score_direction
• quantus.metrics.robustness.continuity module
  • Continuity
    • Continuity.__call__()
    • Continuity.__init__()
    • Continuity.custom_preprocess()
    • Continuity.data_applicability
    • Continuity.evaluate_batch()
    • Continuity.evaluation_category
    • Continuity.model_applicability
    • Continuity.name
    • Continuity.score_direction
• quantus.metrics.robustness.local_lipschitz_estimate module
  • LocalLipschitzEstimate
    • LocalLipschitzEstimate.__call__()
    • LocalLipschitzEstimate.__init__()
    • LocalLipschitzEstimate.custom_preprocess()
    • LocalLipschitzEstimate.data_applicability
    • LocalLipschitzEstimate.evaluate_batch()
    • LocalLipschitzEstimate.evaluation_category
    • LocalLipschitzEstimate.model_applicability
    • LocalLipschitzEstimate.name
    • LocalLipschitzEstimate.score_direction
• quantus.metrics.robustness.max_sensitivity module
  • MaxSensitivity
    • MaxSensitivity.__call__()
    • MaxSensitivity.__init__()
    • MaxSensitivity.custom_preprocess()
    • MaxSensitivity.data_applicability
    • MaxSensitivity.evaluate_batch()
    • MaxSensitivity.evaluation_category
    • MaxSensitivity.model_applicability
    • MaxSensitivity.name
    • MaxSensitivity.score_direction
• quantus.metrics.robustness.relative_input_stability module
  • RelativeInputStability
    • RelativeInputStability.__call__()
    • RelativeInputStability.__init__()
    • RelativeInputStability.data_applicability
    • RelativeInputStability.evaluate_batch()
    • RelativeInputStability.evaluation_category
    • RelativeInputStability.model_applicability
    • RelativeInputStability.name
    • RelativeInputStability.relative_input_stability_objective()
    • RelativeInputStability.score_direction
• quantus.metrics.robustness.relative_output_stability module
  • RelativeOutputStability
    • RelativeOutputStability.__call__()
    • RelativeOutputStability.__init__()
    • RelativeOutputStability.data_applicability
    • RelativeOutputStability.evaluate_batch()
    • RelativeOutputStability.evaluation_category
    • RelativeOutputStability.model_applicability
    • RelativeOutputStability.name
    • RelativeOutputStability.relative_output_stability_objective()
    • RelativeOutputStability.score_direction
• quantus.metrics.robustness.relative_representation_stability module
  • RelativeRepresentationStability
    • RelativeRepresentationStability.__call__()
    • RelativeRepresentationStability.__init__()
    • RelativeRepresentationStability.data_applicability
    • RelativeRepresentationStability.evaluate_batch()
    • RelativeRepresentationStability.evaluation_category
    • RelativeRepresentationStability.model_applicability
    • RelativeRepresentationStability.name
    • RelativeRepresentationStability.relative_representation_stability_objective()
    • RelativeRepresentationStability.score_direction