interpret_community.common.structured_model_explainer module

Defines the structured model based APIs for explainers used on specific types of models.

class interpret_community.common.structured_model_explainer.PureStructuredModelExplainer(model, **kwargs)

Bases: BaseExplainer

The base PureStructuredModelExplainer API for explainers used on specific models.

Parameters:

model (object) – The white box model to explain.

class interpret_community.common.structured_model_explainer.StructuredInitModelExplainer(model, initialization_examples, **kwargs)

Bases: BaseExplainer

The base StructuredInitModelExplainer API for explainers.

Used on specific models that require initialization examples.

Parameters: