discrimination

Python code for training fair logistic regression classifiers.

Crop/Weed Field Image Dataset

A library that implements fairness-aware machine learning algorithms

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

A collection of news articles, books, and papers on Responsible AI cases. The purpose is to study these cases and learn from them to avoid repeating the failures of the past.

List of references about Machine Learning bias and ethics

Unsupervised (Self-Supervised) Clustering of Seismic Signals Using Deep Convolutional Autoencoders

R package for computing and visualizing fair ML metrics

This collection of codes can be used for extracting features from continuous seismic signals for different machine learning tasks.

R Package not developed anymore (only maintenance). Replaced by package rchemo

Fair ML in credit scoring: Assessment, implementation and profit implications

How Facebook and Google skew the distribution of advertisements, absent any targeting from the advertiser

R package for regression and discrimination, with special focus on chemometrics and high-dimensional data (This package is only maintained. The new current package is "Jchemo", under construction in Julia language)

Classifying hate speech with deep learning (honors thesis 2017-18)

Visualisation of data from a study into author gender representation at audio engineering conferences

Workshop with readings and exercises on the politics of tech.

The human rights abuses the Uyghur people are facing at the hands of the Chinese government are worth our undivided attention.

Say no to discrimination. We should be treated as equals.

Missing Women on the streets of Delhi

Играбельный пост о том, как безобидный выбор способен сделать мир неблагоприятным.

Analyze whether female faculty at the school were less likely to be full professors, more likely to be assistant professors, and earn less money than men, on average.

Matlab toolbox to integrate normal (Gaussian) distributions in any dimensions with any parameters in any domain, compute pdf/cdf/inverse cdf of any function of a normal vector, and measures of classification performance among two or more multinormals, like error matrix and d'.

This repository contains information regarding the software backend of our rodent odor discrimination apparatus from our paper/lab.

Multiclass Matthews correlation for an unknown dictionary between rows and columns

A complex regression analysis of wages between males and females based on the American Community Survey

Inspired by the Reveal podcast "The red line: Racial disparities in lending": https://www.revealnews.org/episodes/the-red-line-racial-disparities-in-lending/

Thesis report regarding the importance of women in computer science, disparities caused by discrimination, and the success rate of various strategies commonly used to encourage gender diversity in technology.