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tidydr  

Unify Dimensionality Reduction Results
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("tidydr", "0.0.6")



Attach the package and use:
library("tidydr")
Maintained by
Guangchuang Yu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2021-12-08
Latest Update: 2025-07-25
Description:
Dimensionality reduction (DR) is widely used in many domain for analyzing and visualizing high-dimensional data. 'tidydr' provides uniform output and is compatible with multiple methods, including 'prcomp', 'mds', 'Rtsne'. etc.
How to cite:
Guangchuang Yu (2021). tidydr: Unify Dimensionality Reduction Results. R package version 0.0.6, https://cran.r-project.org/web/packages/tidydr. Accessed 13 Oct. 2026.
Previous versions and publish date:
(2026-10-09 14:30), 0.0.3 (2021-12-08 09:50), 0.0.4 (2022-03-16 11:00), 0.0.5 (2023-03-08 10:20), 0.0.6 (2025-07-25 12:50)
Other packages that cited tidydr R package
View tidydr citation profile
Other R packages that tidydr depends, imports, suggests or enhances
Complete documentation for tidydr
Functions, R codes and Examples using the tidydr R package
Some associated functions: available_methods . dr-extract . dr . element_line2 . reexports . theme_dr . theme_noaxis . 
Some associated R codes: available_methods.R . dr.R . element_line2.R . method-autoplot.R . method-dr-extract.R . method-drawDetails.R . method-fortify.R . theme.R . utilities.R .  Full tidydr package functions and examples
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