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EricSchles / drifter_ml

A machine learning testing framework for sklearn and pandas. The goal is to help folks assess whether things have changed over time.
MIT License
101 stars 11 forks source link

bias metrics found! #28

Open EricSchles opened 3 years ago

EricSchles commented 3 years ago

This project looks like the perfect candidate for the framework. I think we finally have something:

https://dssg.github.io/aequitas/30_seconds_aequitas.html

EricSchles commented 3 years ago

Another candidate: https://fairlearn.github.io/master/quickstart.html Since there are metrics here might be able to add this in somewhat easily.

EricSchles commented 3 years ago

Another one here: https://pypi.org/project/fairness/

EricSchles commented 3 years ago

Another one: https://pypi.org/project/parity-fairness/

EricSchles commented 3 years ago

another one: https://scikit-lego.readthedocs.io/en/latest/fairness.html