Statistical and graphical tools for detecting and measuring discrimination and bias, be it racial, gender, age or other. Detection and remediation of bias in machine learning algorithms. 'Python' interfaces available.
Version: 0.2.2 Depends: R (≥ 3.5.0), fairml, gtools, regtools, qeML, rmarkdown Imports: Kendall, ranger, ggplot2, plotly, freqparcoord, fairness, sandwich Suggests: knitr, bnlearn, Matching, randomForest Published: 2024-09-13 DOI: 10.32614/CRAN.package.dsld Author: Norm Matloff [aut, cre], Taha Abdullah [aut], Arjun Ashok [aut], Shubhada Martha [aut], Aditya Mittal [aut], Billy Ouattara [aut], Jonathan Tran [aut], Brandon Zarate Estrada [aut] Maintainer: Norm Matloff <nsmatloff at ucdavis.edu> BugReports: https://github.com/matloff/dsld/issues License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] URL: https://github.com/matloff/dsld NeedsCompilation: no Materials: README In views: TeachingStatistics CRAN checks: dsld resultsRetroSearch is an open source project built by @garambo | Open a GitHub Issue
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