Trusted-AI / AIF360

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
https://aif360.res.ibm.com/
Apache License 2.0
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Add support for "Communities and Crime Data Set" #350

Open anupamamurthi opened 2 years ago

anupamamurthi commented 2 years ago

http://archive.ics.uci.edu/ml/datasets/communities%2Band%2Bcrime

Potential Tasks:

nrkarthikeyan commented 2 years ago

This dataset does not have a categorical value for protected attribute (like race) rather it has numerical value, so need to check carefully if this will fit in the existing set of fairness metrics/algorithms in AIF360.

SathvickN commented 1 year ago

Hi, I would like to work on this issue.