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disparate-impact

Here are 5 public repositories matching this topic...

investigation-isp

the-markup / investigation-isp

An investigation of disparate outcomes in internet deals across 38 major cities in the United States.

investigative-journalism broadband disparate-impact digital-divide redlining

Updated Oct 25, 2022
Jupyter Notebook

kozodoi / fairness

R package for computing and visualizing fair ML metrics

machine-learning r fairness discrimination disparate-impact algorithmic-fairness fairness-ai fairness-ml algorithmic-discrimination

Updated Mar 19, 2023
R

guptakhil / fair-clustering-fairlets

Implementation of the paper "Fair Clustering Through Fairlets" by Chierichetti et al. (NIPS 2017)

clustering disparate-impact minimum-cost-flow fairness-ml

Updated Nov 29, 2019
Jupyter Notebook

yangarbiter / dp-dg

What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning

machine-learning fairness differential-privacy disparate-impact distributional-robustness

Updated Oct 5, 2022
Jupyter Notebook

hrailabs / toolkit

HRai Labs - Open source toolkit

data-science ml diversity-measurement disparate-impact dei pay-equity

Updated Nov 22, 2024
Python

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