Type: Package
Package: quollr
Title: Visualising How Nonlinear Dimension Reduction Warps Your Data
Version: 0.1.1
Authors@R: c(
    person("Jayani", "P.G. Lakshika", , "jayanilakshika76@gmail.com", role = c("aut", "cre"),
           comment = c(ORCID = "0000-0002-6265-6481")),
    person("Dianne", "Cook", , "dicook@monash.edu", role = "aut",
           comment = c(ORCID = "0000-0002-3813-7155")),
    person("Paul", "Harrison", , "paul.harrison@monash.edu", role = "aut",
           comment = c(ORCID = "0000-0002-3980-268X")),
    person("Michael", "Lydeamore", , "michael.lydeamore@monash.edu", role = "aut",
           comment = c(ORCID = "0000-0001-6515-827X")),
    person("Thiyanga", "S. Talagala", , "ttalagala@sjp.ac.lk", role = "aut",
           comment = c(ORCID = "0000-0002-0656-9789"))
  )
Description: To construct a model in 2D
    space from 2D embedding data and then lift it to the high-dimensional
    space. Additionally, it provides tools to visualize the model in 2D
    space and to overlay the fitted model on data using the tour
    technique. Furthermore, it facilitates the generation of summaries of
    high-dimensional distributions.
License: MIT + file LICENSE
URL: https://github.com/JayaniLakshika/quollr
BugReports: https://github.com/JayaniLakshika/quollr/issues
Depends: R (>= 3.5.0)
Imports: dplyr, ggplot2, grid, interp (>= 1.1-6), langevitour, proxy,
        rlang, rsample, stats, tibble, tidyselect
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), vdiffr, umap
VignetteBuilder: knitr
Config/testthat/edition: 3
Language: en-GB
Encoding: UTF-8
LazyData: true
RoxygenNote: 7.3.1
NeedsCompilation: no
Packaged: 2024-03-02 00:11:03 UTC; jpiy0001
Author: Jayani P.G. Lakshika [aut, cre]
    (<https://orcid.org/0000-0002-6265-6481>),
  Dianne Cook [aut] (<https://orcid.org/0000-0002-3813-7155>),
  Paul Harrison [aut] (<https://orcid.org/0000-0002-3980-268X>),
  Michael Lydeamore [aut] (<https://orcid.org/0000-0001-6515-827X>),
  Thiyanga S. Talagala [aut] (<https://orcid.org/0000-0002-0656-9789>)
Maintainer: Jayani P.G. Lakshika <jayanilakshika76@gmail.com>
Repository: CRAN
Date/Publication: 2024-03-05 11:00:02 UTC
Built: R 4.3.1; ; 2024-03-05 12:09:02 UTC; unix
