Package: polarisR
Title: Non-Linear Dimensionality Reduction Visualization Tool
Version: 0.1.4
Authors@R: c(
    person("Divendra", "Yadav", , "divendrasinghyadaviit@gmail.com", role = c("aut", "cre")),
    person("Ursula", "Laa", , "ursula.laa@boku.ac.at", role = "aut",
           comment = c(ORCID = "0000-0002-0249-6439")),
    person("Jayani P.", "Gamage", , "jayanilakshika76@gmail.com", role = "aut",
           comment = c(ORCID = "0000-0002-6265-6481")),
    person("Eun-Kyung", "Lee", , "lee.eunk@gmail.com", role = "aut")
  )
Description: A 'shiny' application for visualizing high-dimensional data
    using non-linear dimensionality reduction (NLDR) techniques such as
    t-SNE and UMAP. It provides an interactive platform to explore
    high-dimensional datasets, diagnose the quality of the embeddings
    using the 'quollr' package, and compare different NLDR methods.
License: MIT + file LICENSE
URL: https://github.com/Divendra2006/polarisR,
        https://divendra2006.github.io/polarisR/
BugReports: https://github.com/Divendra2006/polarisR/issues
Depends: R (>= 4.1.0)
Imports: bslib, crosstalk, detourr, dplyr, DT, FNN, future, ggplot2,
        magrittr, plotly, quollr, Rtsne, scales, shiny, stats, tools,
        tourr, umap, utils
Suggests: knitr, rmarkdown, spelling, testthat (>= 3.0.0)
VignetteBuilder: knitr
Config/testthat/edition: 3
Encoding: UTF-8
Language: en-US
LazyData: true
RoxygenNote: 7.3.2
NeedsCompilation: no
Packaged: 2025-09-23 13:59:41 UTC; yadav
Author: Divendra Yadav [aut, cre],
  Ursula Laa [aut] (ORCID: <https://orcid.org/0000-0002-0249-6439>),
  Jayani P. Gamage [aut] (ORCID: <https://orcid.org/0000-0002-6265-6481>),
  Eun-Kyung Lee [aut]
Maintainer: Divendra Yadav <divendrasinghyadaviit@gmail.com>
Repository: CRAN
Date/Publication: 2025-09-23 14:10:02 UTC
Built: R 4.6.1; ; 2026-07-04 04:27:27 UTC; windows
