fairscoring.utils

fairscoring.utils#

Helpful function when dealing with fairness-related data

Functions#

split_groups(attribute, groups)

Split the dataset into groups.

Module Contents#

fairscoring.utils.split_groups(attribute, groups)#

Split the dataset into groups.

Parameters:

  • attribute (ArrayLike) – The protected attribute.

  • groups (List) – A list of groups. Each group is given by a value of the protected attribute. A value of None is used to define a group with all elements that are not in another group.

Returns:

filter – Returns for each group an array binary filter, that is ‘True’ for those elements that belong to the group.

Return type:

List of ArrayLike

Contents