[Fairness] Included data pre-processor class

sony / nnabla-examples

Neural Network Libraries https://nnabla.org/ - Examples

Apache License 2.0

305 stars 93 forks source link

[Fairness] Included data pre-processor class #380

Closed Kenji-Suzuki-S closed 1 year ago

Kenji-Suzuki-S commented 1 year ago

Updated 'utils.py' file for Massage data algorithm Included preprocess class that can be used for data preprocessing for model training and fairness evaluation Preprocessor class supported 5 datasets :

Adult Census Income Dataset
German Credit Dataset
ProPublica COMPAS Dataset
Bank Marketing Dataset
Law school GPA dataset