fairness-ai topic
giskard
🐢 Open-Source Evaluation & Testing for ML & LLM systems
responsibly
Toolkit for Auditing and Mitigating Bias and Fairness of Machine Learning Systems 🔎🤖🧰
responsible-ai-workshop
Responsible AI Workshop: a series of tutorials & walkthroughs to illustrate how put responsible AI into practice
automlx
This repository contains demo notebooks (sample code) for the AutoMLx (automated machine learning and explainability) package from Oracle Labs.
credoai_lens
Credo AI Lens is a comprehensive assessment framework for AI systems. Lens standardizes model and data assessment, and acts as a central gateway to assessments created in the open source community.
responsible-ai-toolbox-genbit
A tool for gender bias identification in text. Part of Microsoft's Responsible AI toolbox.
siren
SIREN: A Simulation Framework for Understanding the Effects of Recommender Systems in Online News Environments
Shapley_Valuation
PyTorch reimplementation of computing Shapley values via Truncated Monte Carlo sampling from "What is your data worth? Equitable Valuation of Data" by Amirata Ghorbani and James Zou [ICML 2019]
Awesome-Robust-Machine-Learning
A curated list of Robust Machine Learning papers/articles and recent advancements.
AwesomeResponsibleAI
A curated list of awesome academic research, books, code of ethics, data sets, institutes, newsletters, principles, podcasts, reports, tools, regulations and standards related to Responsible AI, Trust...