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quollr  

Visualising How Nonlinear Dimension Reduction Warps Your Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("quollr", "0.1.1")



Attach the package and use:
library("quollr")
Maintained by
Jayani P.G. Lakshika
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2024-03-05
Latest Update: 2024-03-05
Description:
To construct a model in 2D space from 2D embedding data and then lift it to the high-dimensional space. Additionally, it provides tools to visualize the model in 2D space and to overlay the fitted model on data using the tour technique. Furthermore, it facilitates the generation of summaries of high-dimensional distributions.
How to cite:
Jayani P.G. Lakshika (2024). quollr: Visualising How Nonlinear Dimension Reduction Warps Your Data. R package version 0.1.1, https://cran.r-project.org/web/packages/quollr. Accessed 07 Nov. 2024.
Previous versions and publish date:
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Complete documentation for quollr
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