xai4tsc.xai

Explainer base classes, built-in Captum methods, and the EXPLAINERS registry.

Submodules:

explain — the generate_explanation() entry point and the EXPLAINERS registry.
feature_attribution — Captum gradient / perturbation methods and TSHAP.
freqrise, explanation_domains, random_baseline — frequency and time-frequency explainers.
wrappers — the SIGN wrapper.
_types — the Explanation dataclass and the Domain / DataType enums.
base — the explainer base classes.

Use generate_explanation() as the main entry point. Subclass ExplainerBase (or one of its mid-level specialisations) to add a custom method.

Submodules