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CRAN: Package quollr

To construct a model in 2-D space from 2-D nonlinear dimension reduction data and then lift it to the high-dimensional space. Additionally, provides tools to visualise the model overlay the data in 2-D and high-dimensional space. Furthermore, provides summaries and diagnostics to evaluate the nonlinear dimension reduction layout.

Version: 0.3.7 Depends: R (≥ 4.1.0) Imports: cli, crosstalk, dplyr, ggplot2, grid, htmltools, interp (≥ 1.1-6), langevitour, patchwork, plotly, proxy, purrr, Rcpp, rsample, stats, tibble, tidyr, tidyselect LinkingTo: Rcpp, RcppArmadillo Suggests: knitr, rmarkdown, testthat (≥ 3.0.0), vdiffr Published: 2025-07-22 DOI: 10.32614/CRAN.package.quollr Author: Jayani P. Gamage [aut, cre], Dianne Cook [aut], Paul Harrison [aut], Michael Lydeamore [aut], Thiyanga S. Talagala [aut] Maintainer: Jayani P. Gamage <jayanilakshika76 at gmail.com> BugReports: https://github.com/jayanilakshika/quollr/issues License: MIT + file LICENSE URL: https://jayanilakshika.github.io/quollr/ NeedsCompilation: yes Language: en-GB Materials: README, NEWS CRAN checks: quollr results

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