vraven · function

explain

explain(model: 'Any', inputs: 'Any', target: 'int | Sequence[int] | torch.Tensor | None' = None, *, mode: 'str' = 'fast', config: 'VRavenConfig | None' = None, class_names: 'Mapping[int, str] | Sequence[str] | None' = None, metadata: 'dict[str, Any] | None' = None, **config_overrides: 'Any') -> 'VRavenReport'

Explain one model invocation using the simple functional API.

Usage

import vraven

report = vraven.explain(model=model, inputs=x, target=target, mode="causal")
report.write_report("explanation.html")

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