The recommended articles the author has read this week.
This letter is posted every Monday.
This week, the author introduces two practical OSS to check the fairness of a machine learning model, e. g. a model is unwillingly biased toward certain information.
Themis ML
A python library to check the fairness. And, this library is built on top of pandas and scikit-learn, so it is expected user friendly.
AI Fairness 360 (AIF360)
A python and R library containing methods for checking fairness.