/bias-mitigation-toolkit-samples

Datasets and models for use as samples in bias mitigation toolkit.

This repository contains datasets and models that can be used as samples for the bias mitigation toolkit. Each dataset corresponds to a specific learning task, as outlined below:

| learning task | dataset name | | :---: | :---: | :---: | | binary classification | german credit dataset | | regression | insurance dataset | | multiclass classification | healthcare dataset | | clustering | customers dataset |

libraries

xgboost 2.0.2

scikit-learn 1.3.2

lightgbm 4.2.0

catboost 1.2.2

tensorflow 2.15.0

torch 2.3.0