vraven.darkside · function
detect_shortcut_reliance
detect_shortcut_reliance(model: 'torch.nn.Module', inputs: 'Any', *, target: 'int | None', feature_groups: 'Sequence[InputFeatureGroup]', baseline: 'str' = 'zero', config: 'VRavenConfig | None' = None) -> 'AnalysisResult'Measure whether narrow input groups dominate a local prediction.
The output is a *shortcut suspicion* audit. A large score drop after changing
a semantically brittle group shows local dependence, but proving a shortcut
also requires domain evidence that the group is non-causal or unstable.
Usage
from vraven.darkside import detect_shortcut_reliance
result = detect_shortcut_reliance(... )Source of truthThis page is generated from the checked-out public symbol, signature, and docstring. Pin the package version for reproducible work.