Search-Based Fairness Testing
-
Updated
Apr 11, 2022 - Python
Search-Based Fairness Testing
Automatic Location of Disparities (ALD) for algorithmic audits.
NuSMV models for traffic lights controlling a crossing of two one-way roads.
This repository covers essential tools for machine learning with python, including but not limited to supervised and unsupervised models, natural language processing (NLP), and fairness auditing.
A curated list of Robust Machine Learning papers/articles and recent advancements.
Simulate different outcomes and the probability of each player winning, in our team's game, 'Doggo Quest', during the King card game challenge.
⚖️ A bias audit tool for binary decision-making systems
Data Challenge leading to "A Multidisciplinary Lens of Bias in Hate Speech" (ASONAM 2023)
Examples of unfairness detection for a classification-based credit model
Article for Special Edition of Information: Machine Learning with Python
implementation of fair dummies
BiasFinder | IEEE TSE | Metamorphic Test Generation to Uncover Bias for Sentiment Analysis Systems
Machine Learning Bias Mitigation
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
Bias Auditing & Fair ML Toolkit
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.
Add a description, image, and links to the fairness-testing topic page so that developers can more easily learn about it.
To associate your repository with the fairness-testing topic, visit your repo's landing page and select "manage topics."