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vraven.decompiler · class

ConceptDriftMonitor

ConceptDriftMonitor(reference_concepts: 'np.ndarray', concept_ids: 'Sequence[str]') -> 'None'

Monitor incoming concept activations against a reference ConceptAtlas.

Usage

from vraven.decompiler import ConceptDriftMonitor

value = ConceptDriftMonitor(...)

Methods

evaluate_sample(self, concept_values: 'np.ndarray | Sequence[float]', *, warning_threshold: 'float' = 2.5, critical_threshold: 'float' = 4.0) -> 'DriftReport'

Public method.

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