alibi_detect.utils.data module

class alibi_detect.utils.data.Bunch(**kwargs)

Bases: dict

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

alibi_detect.utils.data.create_outlier_batch(data, target, n_samples, perc_outlier)

Create a batch with a defined percentage of outliers.

Return type:

Union[Bunch, Tuple[ndarray, ndarray]]

alibi_detect.utils.data.sample_df(df, n)

Sample n instances from the dataframe df.