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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 |
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 |
Package source: | quollr_0.3.7.tar.gz |
Windows binaries: | r-devel: quollr_0.3.7.zip, r-release: quollr_0.3.7.zip, r-oldrel: quollr_0.3.7.zip |
macOS binaries: | r-release (arm64): quollr_0.3.7.tgz, r-oldrel (arm64): quollr_0.3.7.tgz, r-release (x86_64): quollr_0.3.7.tgz, r-oldrel (x86_64): quollr_0.3.7.tgz |
Old sources: | quollr archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.