alibi.utils.data

Bunch

Inherits from: dict

Container object for internal datasets. Dictionary-like object that exposes its keys as attributes.

Constructor

Bunch(self, **kwargs)

Functions

gen_category_map

gen_category_map(data: Union[pandas.core.frame.DataFrame, numpy.ndarray], categorical_columns: Union[List[int], List[str], None] = None) -> Dict[int, list]

Name	Type	Default	Description
data	Union[pandas.core.frame.DataFrame, numpy.ndarray]		2-dimensional pandas dataframe or numpy array.
categorical_columns	Union[List[int], List[str], None]	None	A list of columns indicating categorical variables. Optional if passing a pandas dataframe as inference will be used based on dtype 'O'. If passing a numpy array this is compulsory.

Returns

• Type: Dict[int, list]