interpret_community.dataset.decorator module¶
Defines a decorator for tabular data which wraps pandas dataframes, scipy and numpy arrays in a DatasetWrapper.
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interpret_community.dataset.decorator.
init_tabular_decorator
(init_func)¶ Decorate a constructor to wrap initialization examples in a DatasetWrapper.
Provided for convenience for tabular data explainers.
Parameters: init_func (Initialization constructor.) – Initialization constructor where the second argument is a dataset.
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interpret_community.dataset.decorator.
tabular_decorator
(explain_func)¶ Decorate an explanation function to wrap evaluation examples in a DatasetWrapper.
Parameters: explain_func (explanation function) – An explanation function where the first argument is a dataset.