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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: | 1.0.0 |
Depends: | R (≥ 3.5.0), fairml, gtools, regtools, qeML, rmarkdown |
Imports: | Kendall, ranger, ggplot2, plotly, freqparcoord, fairness, sandwich |
Suggests: | knitr, bnlearn, Matching, randomForest |
Published: | 2025-09-13 |
DOI: | 10.32614/CRAN.package.dsld |
Author: | Norm Matloff |
Maintainer: | Aditya Mittal <adityamittal2031 at gmail.com> |
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 |
Reference manual: | dsld.html , dsld.pdf |
Vignettes: |
Function List (source, R code) Quick Start (source, R code) |
Package source: | dsld_1.0.0.tar.gz |
Windows binaries: | r-devel: dsld_1.0.0.zip, r-release: dsld_1.0.0.zip, r-oldrel: dsld_1.0.0.zip |
macOS binaries: | r-release (arm64): dsld_1.0.0.tgz, r-oldrel (arm64): dsld_1.0.0.tgz, r-release (x86_64): dsld_1.0.0.tgz, r-oldrel (x86_64): dsld_1.0.0.tgz |
Old sources: | dsld archive |
Please use the canonical form https://CRAN.R-project.org/package=dsld to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.