dsld: Data Science Looks at Discrimination
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 results |
Documentation:
| Reference manual: | dsld.pdf |
| Vignettes: |
Function List (source, R code) Quick Start (source, R code) |
Downloads:
| Package source: | dsld_0.2.2.tar.gz |
| Windows binaries: | r-devel: dsld_0.2.2.zip, r-release: dsld_0.2.2.zip, r-oldrel: dsld_0.2.2.zip |
| macOS binaries: | r-release (arm64): dsld_0.2.2.tgz, r-oldrel (arm64): dsld_0.2.2.tgz, r-release (x86_64): dsld_0.2.2.tgz, r-oldrel (x86_64): dsld_0.2.2.tgz |
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