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: 2026-09-21 09:44:50 UTC; root
Repository: https://ghashti-j.r-universe.dev
Date/Publication: 2026-08-20 01:44:06 UTC
RemoteUrl: https://github.com/ghashti-j/fitclust
RemoteRef: HEAD
RemoteSha: 0db3cdd8cb0d89ed4ffccb88b356edfc0e934b9a