Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-algofairness
A curated list of awesome algorithmic fairness resources.
https://github.com/kyrcha/awesome-algofairness
- Machine Bias
- Tutorial: 21 fairness definitions and their politics
- NIPS 2017 Fairness In Machine Leaning
- A Tutorial on Fairness in Machine Learning
- Attacking discrimination with smarter machine learning
- Google Developers ML Fairness Overview
- Google Developers ML Crash Course Fairness
- AIF360 Tutorials
- Google AI - Responsible AI Practices
- Facets
- Fairness comparison
- AI Fairness 360 Open Source Toolkit
- BlackBoxAuditing
- Themis ML
- FairML
- Themis
- FairSquare
- FairTest
- Aequitas
- Aequitas
- AuditAI
- What If Tool
- COMPAS Recidivism Risk - analysis))
- Statlog German Credit Data
- Default of credit card clients
- Census Income
- SAT
- PSU-Chile
- SOEP
- MEPS
- The Dutch Virtual Census of 2001 - IPUMS Subset
- Law School Admissions Council’s National Longitudinal Bar Passage Study
- Trusted AI
- Pair (People + AI Research)
- Center of Data Science and Public Policy
- Center for Technology, Society & Policy
- Algorithmic Fairness
- Active Fairness in Algorithmc Decision Making
- AI Now Institute
- ACM FAT*
- AIES
- AI Now Symposium
- FAT/ML
- FairWare
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