polarisR: Non-Linear Dimensionality Reduction Visualization Tool
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.
| Version: | 0.1.4 |
| 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) |
| Published: | 2025-09-23 |
| DOI: | 10.32614/CRAN.package.polarisR |
| Author: | Divendra Yadav [aut, cre],
Ursula Laa  [aut],
Jayani P. Gamage
[aut],
Eun-Kyung Lee [aut] |
| Maintainer: | Divendra Yadav <divendrasinghyadaviit at gmail.com> |
| BugReports: | https://github.com/Divendra2006/polarisR/issues |
| License: | MIT + file LICENSE |
| URL: | https://github.com/Divendra2006/polarisR, https://divendra2006.github.io/polarisR/ |
| NeedsCompilation: | no |
| Language: | en-US |
| Materials: | README, NEWS |
| CRAN checks: | polarisR results |
Documentation:
| Reference manual: | polarisR.html , polarisR.pdf |
| Vignettes: |
An Introduction to polarisR (source) polarisR: Tips, Requirements, and Support (source, R code) |
Downloads:
| Package source: | polarisR_0.1.4.tar.gz |
| Windows binaries: | r-devel: polarisR_0.1.4.zip, r-release: polarisR_0.1.4.zip, r-oldrel: polarisR_0.1.4.zip |
| macOS binaries: | r-release (arm64): polarisR_0.1.4.tgz, r-oldrel (arm64): polarisR_0.1.4.tgz, r-release (x86_64): polarisR_0.1.4.tgz, r-oldrel (x86_64): polarisR_0.1.4.tgz |
| Old sources: | polarisR archive |
Linking:
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