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  1. fairensics fairensics Public

    🔍 A python library to discover and mitigate biases in machine learning models and datasets 🔍

    Python 20 3

  2. Sky-MoCa Sky-MoCa Public

    ☕ Sky-MoCa ☕ Skyrmion - Monte Carlo: Simulated annealing for a 3D spin lattice in Julia

    Jupyter Notebook 15 7

  3. convwave convwave Public

    🌊 ConvWave 🌊 Searching for Gravitational Waves with Fully Convolutional Neural Nets

    Jupyter Notebook 14 3

  4. blind-justice blind-justice Public

    🔒 Blind Justice 🔒 Code for the paper "Blind Justice: Fairness with Encrypted Sensitive Attributes", ICML 2018

    Python 14 3

  5. general-iv-models general-iv-models Public

    Bounding causal effects in general (continuous, non-additive) instrumental variable models.

    Python 13 1

  6. cf-fairness-sensitivity cf-fairness-sensitivity Public

    The code for the paper *The Sensitivity of Counterfactual Fairness to Unmeasured Confounding* @ UAI 2019

    Python 12 5