fairness-algorithms
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Introduction to trusted AI. Learn to use fairness algorithms to reduce and mitigate bias in data and models with aif360 and explain models with aix360
- Updated Dec 14, 2020
- Jupyter Notebook
Simulator of experiments presented in "Enabling Long-term Fairness in Dynamic Resource Allocation", ACM SIGMETRICS 2023.
- Updated Nov 19, 2022
- Python
Algorithmic inspection for trustworthy ML models
- Updated May 4, 2025
- Python
Most Valuable Project Winner at ETH Planet 2020 Hackathon. Probabilistic Proofs and Coherent Cryptoeconomics for Decentralised Finance Fairness Architectures
- Updated Oct 24, 2020
- Solidity
QuantaFlow is a tiny, deterministic limiter that turns fractional per-tenant budgets into integer tokens with a provable bound on every sliding window.
- Updated Mar 1, 2026
- Python
Source code for the BRACIS 2026 project: [ From Bias to Fairness: Can Synthetic Data Bridge the Gap in Tabular Machine Learning? ]
- Updated Jul 1, 2026
- Python
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