peal.explainers.counterfactual_explainer.DAEdistillConfig¶

class peal.explainers.counterfactual_explainer.DAEdistillConfig[source]¶

Bases: ExplainerConfig

This class defines the config of the SCE explainer.

Methods

Attributes

`data_config`	The data config used for the counterfactual search
`distilled_predictor`	The config for the predictor distillation.
`explainer_type`	The type of explanation that shall be used.
`generator`	The generator that shall be used for the counterfactual search
`linesearch_factors`
`predictor_path`	The path to the predictor that shall be explained.
`sampler`

explainer_type: str = 'DAEdistillConfig'¶: The type of explanation that shall be used.

predictor_path: str | None = None¶: The path to the predictor that shall be explained.

generator: None | GeneratorConfig = None¶: The generator that shall be used for the counterfactual search

data_config: None | DataConfig = None¶: The data config used for the counterfactual search

distilled_predictor: None | str | dict = None¶: The config for the predictor distillation.

linesearch_factors: list = ['dynamic']¶

sampler: None | dict = None¶