FAT Forensics: A Python Toolbox for Implementing andDeploying Fairness, Accountability and TransparencyAlgorithms in Predictive Systems
Kacper Sokol, Alexander Hepburn, Rafael Poyiadzi, Matthew Clifford, Raúl Santos‐Rodríguez, Peter Flach
Abstract
Sokol et al., (2020). FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems. Journal of Open Source Software, 5(49), 1904, https://doi.org/10.21105/joss.01904
Topics & Concepts
AccountabilityToolboxComputer scienceTransparency (behavior)Python (programming language)HarmCertificationMachine learningComputer securityAlgorithmArtificial intelligenceProgramming languagePsychologySocial psychologyLawPolitical scienceAdversarial Robustness in Machine LearningExplainable Artificial Intelligence (XAI)Machine Learning and Data Classification