Interface for dimensionality reduction methods | Visualization
Package: tidydr 0.0.6
Guangchuang Yu
tidydr: Unify Dimensionality Reduction Results
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.
Authors:
tidydr_0.0.6.tar.gz
tidydr_0.0.6.zip(r-4.7)tidydr_0.0.6.zip(r-4.6)tidydr_0.0.6.zip(r-4.5)
tidydr_0.0.6.tgz(r-4.6-any)tidydr_0.0.6.tgz(r-4.5-any)
tidydr_0.0.6.tar.gz(r-4.7-any)tidydr_0.0.6.tar.gz(r-4.6-any)
tidydr_0.0.6.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
tidydr/json (API)
| # Install 'tidydr' in R: |
| install.packages('tidydr', repos = c('https://yulab-smu.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/yulab-smu/tidydr/issues
Last updated from:14c7b7a80e. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | OK | 146 | ||
| source / vignettes | OK | 193 | ||
| linux-release-x86_64 | OK | 137 | ||
| macos-release-arm64 | OK | 107 | ||
| macos-oldrel-arm64 | OK | 96 | ||
| windows-devel | OK | 98 | ||
| windows-release | OK | 85 | ||
| windows-oldrel | OK | 90 | ||
| wasm-release | OK | 114 |
Exports:aesautoplotavailable_methodsdrdr_extractelement_line2nktheme_drtheme_noaxis
Dependencies:cliclustercpp11digestdplyrfarverfsgenericsggfunggplot2gluegtableisobandlabelinglifecyclemagrittrpillarpkgconfigR6rappdirsRColorBrewerrlangS7scalestibbletidyselectutf8vctrsviridisLitewithryulab.utils
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| List dimensionality reduction methods currently available | available_methods |
| dr | dr |
| dr_extract | dr_extract |
| element_line2 | element_line2 |
| nk | nk |
| theme_dr | theme_dr |
| theme_noaxis | theme_noaxis |
