https://ghashti-j.r-universe.devRecent package updates in ghashti-jR-universehttps://github.com/ghashti-j.pnghttps://ghashti-j.r-universe.devThu, 20 Aug 2026 01:44:06 GMTjesse.ghashti@ubc.ca (Jesse S. Ghashti)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.https://github.com/r-universe/ghashti-j/actions/runs/35584645610Thu, 20 Aug 2026 01:44:06 GMTFITclust1.0.0successhttps://ghashti-j.r-universe.devhttps://github.com/ghashti-j/fitclustFITclust.RmdFITclust.htmlFair Interpolated Transport for Group-Fair Clustering2026-08-20 01:41:162026-08-20 01:41:16jesse.ghashti@ubc.ca (Jesse S. Ghashti)Implementation of the FVIBES, the Fuzzy Variable-Importance Based Eigenspace Separation algorithm as described in the paper by Ghashti, J.S., Hare, W., and J.R.J. Thompson (2025). Variable-Weighted Adjacency Constructions for Fuzzy Spectral Clustering. Submitted.https://github.com/r-universe/ghashti-j/actions/runs/37286756395Thu, 08 Jan 2026 00:05:54 GMTFuzzySpec1.0.0successhttps://ghashti-j.r-universe.devhttps://github.com/ghashti-j/fuzzyspecFuzzySpec.RmdFuzzySpec.htmlFuzzy Spectral Clustering with Variable-Weighted Adjacency Matrices2025-09-25 19:49:562025-10-04 21:22:25jesse.ghashti@ubc.ca (Jesse S. Ghashti)Implementation of the bootkmeans algorithm, a bootstrap augmented k-means algorithm that returns probabilistic cluster assignments. From paper by Ghashti, J.S., Andrews, J.L. Thompson, J.R.J., Epp, J. and H.S. Kochar (2025), "A bootstrap augmented k-means algorithm for fuzzy partitions" (Submitted).https://github.com/r-universe/ghashti-j/actions/runs/38126812638Fri, 10 Oct 2025 21:47:39 GMTbootkmeans1.0.0successhttps://ghashti-j.r-universe.devhttps://github.com/ghashti-j/bootkmeansbootkmeans.Rmdbootkmeans.htmlbootkmeans: Bootstrap Augmented k-Means Algorithm for Parameter-less Fuzzy Clustering2025-09-26 22:46:362025-10-04 21:23:28