fairness topic

Code for reproducing our analysis in the paper titled: Image Cropping on Twitter: Fairness Metrics, their Limitations, and the Importance of Representation, Design, and Agency

twitter-research

Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" https://arxiv.org/abs/1909.13584

laura-rieger

Responsible AI Toolbox is a suite of tools providing model and data exploration and assessment user interfaces and libraries that enable a better understanding of AI systems. These interfaces and libr...

microsoft

A Python package to assess and improve fairness of machine learning models.

fairlearn

Python code for training fair logistic regression classifiers.

mbilalzafar

The LinkedIn Fairness Toolkit (LiFT) is a Scala/Spark library that enables the measurement of fairness in large scale machine learning workflows.

linkedin

Conformalized Quantile Regression

yromano

A library that implements fairness-aware machine learning algorithms

cosmicBboy

This is a collection of papers and other resources related to fairness.

yongkaiwu

A module which fairly distributes a list of arbitrary objects among a set of targets, considering weights.

Hackathonners