An investigation of disparate outcomes in internet deals across 38 major cities in the United States.
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Oct 25, 2022 - Jupyter Notebook
#
disparate-impact
Here are 7 public repositories matching this topic...
📊 R package for computing and visualizing fair ML metrics
machine-learning r fairness discrimination disparate-impact algorithmic-fairness fairness-ai fairness-ml algorithmic-discrimination
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Mar 19, 2023 - R
Implementation of the paper "Fair Clustering Through Fairlets" by Chierichetti et al. (NIPS 2017)
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Nov 29, 2019 - Jupyter Notebook
What You See is What You Get: Distributional Generalization for Algorithm Design in Deep Learning
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Oct 5, 2022 - Jupyter Notebook
Fairness-aware ICU mortality prediction using MIMIC-III data and Group-Aware SMOTE
python data-science random-forest scikit-learn classification predictive-modeling fairness imbalanced-data disparate-impact responsible-ai bias-mitigation imbalanced-learn healthcare-analytics ethics-in-ai healthcare-machine-learning icu-mortality group-aware-smote disparate-treatment disparate-mistreatment mimiciii
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Jul 18, 2025 - HTML
HRai Labs - Open source toolkit
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Feb 10, 2025 - Python
Bias detection and mitigation in the COMPAS dataset using fairness-aware machine learning techniques.
decision-tree-classifier support-vector-classifier disparate-impact bias-detection ai-ethics logistic-regression-classifier bias-mitigation ai-ethics-fairness-bias disparate-treatment disparate-mistreatment
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Sep 21, 2025 - Jupyter Notebook
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