Package: lmds 0.1.1
lmds: Landmark Multi-Dimensional Scaling
A fast dimensionality reduction method scaleable to large numbers of samples. Landmark Multi-Dimensional Scaling (LMDS) is an extension of classical Torgerson MDS, but rather than calculating a complete distance matrix between all pairs of samples, only the distances between a set of landmarks and the samples are calculated.
Authors:
lmds_0.1.1.tar.gz
lmds_0.1.1.zip(r-4.7)lmds_0.1.1.zip(r-4.6)lmds_0.1.1.zip(r-4.5)
lmds_0.1.1.tgz(r-4.6-any)lmds_0.1.1.tgz(r-4.5-any)
lmds_0.1.1.tar.gz(r-4.7-any)lmds_0.1.1.tar.gz(r-4.6-any)
lmds_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
lmds/json (API)
NEWS
| # Install 'lmds' in R: |
| install.packages('lmds', repos = c('https://dynverse.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/dynverse/lmds/issues
Pkgdown/docs site:https://dynverse.org
Last updated from:89b9ca2ea9. Checks:7 WARNING, 2 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-x86_64 | WARNING | 141 | ||
| source / vignettes | OK | 166 | ||
| linux-release-x86_64 | WARNING | 128 | ||
| macos-release-arm64 | WARNING | 127 | ||
| macos-oldrel-arm64 | WARNING | 109 | ||
| windows-devel | WARNING | 91 | ||
| windows-release | WARNING | 101 | ||
| windows-oldrel | WARNING | 91 | ||
| wasm-release | OK | 105 |
Exports:cmdscale_landmarkslmdsselect_landmarks
Dependencies:assertthatclicrayondescdplyrdynutilsgenericsglueirlbalatticelifecyclemagrittrMatrixpillarpkgconfigproxyCpurrrR6RcppRcppArmadilloremotesrlangstringistringrtibbletidyselectutf8vctrswithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Landmark Multi-Dimensional Scalng | lmds-package lmds |
| Perform MDS on landmarks and project other samples to the same space | cmdscale_landmarks |
| Landmark MDS | lmds |
| Select landmarks from dataset | select_landmarks |
