tidydr: Unify Dimensionality Reduction Results

Dimensionality reduction is widely used in many domains for analyzing and visualizing high-dimensional data. 'tidydr' provides uniform output and is compatible with multiple methods, including 'prcomp', 'cmdscale', 'Rtsne', 'umap' and 'metaMDS'. Any function returning a numeric matrix can also be used. The unified result can be visualized directly with 'ggplot2', and several methods can be run and compared in a single call.

Version:	0.0.7
Imports:	cluster, ggfun, ggplot2, grid, rlang, stats, utils
Suggests:	knitr, rmarkdown, prettydoc, SingleCellExperiment, SummarizedExperiment, ape, MASS, Rtsne, uwot, vegan, smacof, ecodist, ade4, labdsv, testthat (≥ 3.0.0)
Published:	2026-10-09
DOI:	10.32614/CRAN.package.tidydr
Author:	Guangchuang Yu [aut, cre, cph], Shuangbin Xu [aut]
Maintainer:	Guangchuang Yu <guangchuangyu at gmail.com>
BugReports:	https://github.com/YuLab-SMU/tidydr/issues
License:	Artistic-2.0
URL:	https://github.com/YuLab-SMU/tidydr/
NeedsCompilation:	no
Materials:	README, NEWS
CRAN checks:	tidydr results

Documentation:

Reference manual:	tidydr.html , tidydr.pdf
Vignettes:	tidydr (source, R code)

Downloads:

Package source:	tidydr_0.0.7.tar.gz
Windows binaries:	r-devel: tidydr_0.0.7.zip, r-release: tidydr_0.0.7.zip, r-oldrel: tidydr_0.0.7.zip
macOS binaries:	r-release (arm64): tidydr_0.0.7.tgz, r-oldrel (arm64): tidydr_0.0.7.tgz, r-release (x86_64): tidydr_0.0.7.tgz, r-oldrel (x86_64): tidydr_0.0.7.tgz
Old sources:	tidydr archive

Reverse dependencies:

Reverse imports:

enrichplot, ggsc

Linking:

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