Package: vizClust
Type: Package
Title: Visualization and Exploration of Cluster Transitions
Version: 0.1.0
Authors@R: c(
  person(
    "Elsa", "Arribas",
    email = "elsaarribasg@gmail.com",
    role = c("aut", "cre")
  ),
  person(
    "YingHong", "Chen",
    role = "ctb"
  ),
  person(
    "Ferran", "Reverter",
    role = "ctb"
  ))
Description: Provides tools to explore and visualize transitions between clusters in multivariate data. The package generates pseudo-samples by interpolating between cluster medoids, enabling the study of gradual changes in feature space. It also computes k-nearest neighbors (KNN)-based statistics to relate pseudo-samples to real data and summarize variable behavior using mean, median, or standard deviation. Finally, the package offers interactive visualizations of variable trajectories along cluster transitions, including both direct trajectory plots and bootstrap-based interactive plots with confidence intervals to assess variability and uncertainty across the transition path.
License: GPL-3
Encoding: UTF-8
RoxygenNote: 7.3.3
Imports: ggplot2, ggiraph, reshape2, FNN, dplyr, tibble
Suggests: webshot, cluster, webshot2, phenomap
NeedsCompilation: no
Packaged: 2026-06-03 09:31:09 UTC; elsaa
Author: Elsa Arribas [aut, cre],
  YingHong Chen [ctb],
  Ferran Reverter [ctb]
Maintainer: Elsa Arribas <elsaarribasg@gmail.com>
Depends: R (>= 4.1.0)
Repository: CRAN
Date/Publication: 2026-06-08 19:40:02 UTC
Built: R 4.5.2; ; 2026-06-08 22:15:05 UTC; unix
