PI-Fair

Python code to learn optimal-transport-based counterfactual models and apply them to fair classification or regression.

It implements the learning procedure from the paper Transport-based Counterfactual Models (https://arxiv.org/pdf/2108.13025.pdf).

Name		Name	Last commit message	Last commit date
Latest commit History 12 Commits
README.md		README.md
adult.data.csv		adult.data.csv
adult.names.txt		adult.names.txt
adult.test.csv		adult.test.csv
demo_adult.ipynb		demo_adult.ipynb
demo_law.ipynb		demo_law.ipynb
law_data.csv		law_data.csv
utils.py		utils.py

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