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polarisR  

Non-Linear Dimensionality Reduction Visualization Tool
View on CRAN: Click here


Download and install polarisR package within the R console
Install from CRAN:
install.packages("polarisR")

Install from Github:
library("remotes")
install_github("cran/polarisR")

Install by package version:
library("remotes")
install_version("polarisR", "0.1.4")



Attach the package and use:
library("polarisR")
Maintained by
Divendra Yadav
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2025-09-15
Latest Update: 2025-09-15
Description:
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.
How to cite:
Divendra Yadav (2025). polarisR: Non-Linear Dimensionality Reduction Visualization Tool. R package version 0.1.4, https://cran.r-project.org/web/packages/polarisR. Accessed 03 Oct. 2026.
Previous versions and publish date:
(2026-07-09 06:42), 0.1.3 (2025-09-15 10:30)
Other packages that cited polarisR R package
View polarisR citation profile
Other R packages that polarisR depends, imports, suggests or enhances
Complete documentation for polarisR
Functions, R codes and Examples using the polarisR R package
Full polarisR package functions and examples
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