nikikilbertus

fairensics

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

Sky-MoCa

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

blind-justice

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

convwave

:ocean: ConvWave :ocean: Searching for Gravitational Waves with Fully Convolutional Neural Nets

general-iv-models

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

cf-fairness-sensitivity

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

fair-decisions

Fair decisions despite imperfect predictions

report_sky-moca

Report of a research project in Magnetism about 3D simulations of Skyrmions.

causal-fairness

:arrow_forward: Causal Fairness :arrow_backward: Learn fair predictors from biased observations and causal relations

InstaHeat

:fire: InstaHeat :fire: 3D Preheating Code with Metric Perturbations and Gravitational Wave Signature (in C)

apd-core

Awesome Public Datasets Core

causal-fermion-systems

A numerical analysis of the causal action principle of causal fermion systems (https://causal-fermion-system.com/)

cbl-website

CBL website

fairmlbook.github.io

jax

Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more

pycbc

Python CBC Tools

tensorflow

Computation using data flow graphs for scalable machine learning

treatment_decisions

Multi-armed bandit modeling for clinical treatment decisions

WorkingGroup

Causality Working Group