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FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems

Sokol, Kacper; Hepburn, Alexander; Poyiadzi, Rafael; Clifford, Matthew; Santos-Rodriguez, Raul; Flach, Peter


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{
  "description": "<p><a href=\"https://fat-forensics.org/\">FAT Forensics</a> is a Python toolbox for evaluating fairness, accountability and transparency of predictive systems. It is built on top of <a href=\"https://www.scipy.org/\">SciPy</a> and <a href=\"https://www.numpy.org/\">NumPy</a>, and is distributed under the 3-Clause BSD license (new BSD).</p>", 
  "license": "", 
  "creator": [
    {
      "affiliation": "University of Bristol", 
      "@id": "https://orcid.org/0000-0002-9869-5896", 
      "@type": "Person", 
      "name": "Sokol, Kacper"
    }, 
    {
      "affiliation": "University of Bristol", 
      "@type": "Person", 
      "name": "Hepburn, Alexander"
    }, 
    {
      "affiliation": "University of Bristol", 
      "@type": "Person", 
      "name": "Poyiadzi, Rafael"
    }, 
    {
      "affiliation": "University of Bristol", 
      "@type": "Person", 
      "name": "Clifford, Matthew"
    }, 
    {
      "affiliation": "University of Bristol", 
      "@id": "https://orcid.org/0000-0001-9576-3905", 
      "@type": "Person", 
      "name": "Santos-Rodriguez, Raul"
    }, 
    {
      "affiliation": "University of Bristol", 
      "@id": "https://orcid.org/0000-0001-6857-5810", 
      "@type": "Person", 
      "name": "Flach, Peter"
    }
  ], 
  "url": "https://zenodo.org/record/3833199", 
  "codeRepository": "https://github.com/fat-forensics/fat-forensics/tree/0.1.0", 
  "datePublished": "2020-05-19", 
  "version": "0.1.0", 
  "keywords": [
    "Fairness", 
    "Accountability", 
    "Transparency", 
    "Artificial Intelligence", 
    "Machine Learning", 
    "Software", 
    "Python Toolbox"
  ], 
  "@context": "https://schema.org/", 
  "identifier": "https://doi.org/10.5281/zenodo.3833199", 
  "@id": "https://doi.org/10.5281/zenodo.3833199", 
  "@type": "SoftwareSourceCode", 
  "name": "FAT Forensics: A Python Toolbox for Implementing and Deploying Fairness, Accountability and Transparency Algorithms in Predictive Systems"
}
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