polarisR: Non-Linear Dimensionality Reduction Visualization Tool (original) (raw)

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 ORCID iD [aut], Jayani P. Gamage ORCID iD [aut], Eun-Kyung Lee [aut]
Maintainer: Divendra Yadav
BugReports: https://github.com/Divendra2006/polarisR/issues
License: MIT + file
URL: https://github.com/Divendra2006/polarisR,https://divendra2006.github.io/polarisR/
NeedsCompilation: no
Language: en-US
Materials: README, NEWS
CRAN checks: polarisR results

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