A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
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Updated
May 20, 2024 - Python
A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.
petiția pentru 'Istoria Moldovei'
Site de Coanima
This repo contains the code used for the CARSS external validation project.
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'.
Discrimination Diagrams Generator and Evaluator
Benefit claimants face landlord discrimination despite ruling
The purpose of this project is to analyze and compare the median income and wealth of different racial and educational groups. The analysis includes calculating the median housing wealth, median debt related to housing, median non-housing wealth, and median income for each group, using weighted medians for accurate results.
Visualisation of data from a study into author gender representation at audio engineering conferences
Free tools to help enterprises and individual audit biases in their algorithms. Support legislation such as the NYC AEDT Law.
List of references about Machine Learning bias and ethics
Archived repo (see Readme) - R package for regression and discrimination, with special focus on chemometrics and high-dimensional data.
Archived repo - This R Package is not developed anymore (only maintenance). It was replaced by R package rchemo
R package for computing and visualizing fair ML metrics
Report.it è un applicativo Android/iOS sviluppato per lottare contro qualsiavoglia forma di discriminazione.
A Frisch-Waugh-Lovell inspired algorithm to mitigate potential discrimination on protected class features in supervised ML
We're Disability Watch, a team of independent journalists writing about disabled issues, for disabled people. This is our GitHub Pages deployment.
Играбельный пост о том, как безобидный выбор способен сделать мир неблагоприятным.
Add a description, image, and links to the discrimination topic page so that developers can more easily learn about it.
To associate your repository with the discrimination topic, visit your repo's landing page and select "manage topics."