Package: FITclust
Type: Package
Title: Fair Interpolated Transport for Group-Fair Clustering
Version: 1.0.0
Date: 2026-08-19
Authors@R: c(person("Jesse S.","Ghashti", email="jesse.ghashti@ubc.ca", role = c("aut","cre")),
	     person("Warren","Hare", email="warren.hare@ubc.ca", role = "aut"),
	     person("John R.J.", "Thompson", email="john.thompson@ubc.ca", role = "aut"))
Author: Jesse S. Ghashti [aut, cre],
  Warren Hare [aut],
  John R.J. Thompson [aut]
Maintainer: Jesse S. Ghashti <jesse.ghashti@ubc.ca>
Description: Implementation of Fair Interpolated Transport (FIT), an
    algorithm-agnostic preprocessing framework for group-fair clustering.
    Group-conditional empirical distributions are moved along Wasserstein-2
    geodesics toward a shared barycenter at a tunable transport intensity, and
    the smallest intensity meeting a soft-fairness tolerance is selected. Three
    soft clustering families are provided, centroid based, graph based, and
    model based.
License: GPL-2
Encoding: UTF-8
Depends: R (>= 3.5.0)
Imports: stats, transport, Matrix, mvtnorm
Suggests: ggplot2, knitr, rmarkdown, devtools, spelling,
VignetteBuilder: knitr
NeedsCompilation: no
RoxygenNote: 7.3.3
Language: en-US
Packaged: 2026-08-20 01:36:55 UTC; jesseghashti
Repository: CRAN
Date/Publication: 2026-08-21 13:40:48 UTC
