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Module perturbation_testing

Module perturbation_testing 

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Perturbation Testing and Robustness Assessment

This module provides comprehensive perturbation testing capabilities including robustness assessment, sensitivity hotspot identification, and failure mode analysis.

Structsยง

CascadingFailureAnalysis
Analysis of cascading failures
FailureFrequencyAnalysis
Analysis of failure frequency
FailureMode
Individual failure mode
FailureModesAnalysis
Analysis of model failure modes
FailureSeverityAnalysis
Analysis of failure severity
MitigationStrategy
Strategy for mitigating failures
PerturbationDetail
Detailed result for a single perturbation
PerturbationIntensityResult
Perturbation test results for a specific intensity level
PerturbationTestResult
Perturbation testing result
RobustnessAssessment
Overall robustness assessment
SensitivityHotspot
Sensitivity hotspot identification
TimeToFailureAnalysis
Analysis of time to failure
TriggeringCondition
Condition that triggers a failure