Download example data | Load data | Sampling | Plot SVD | Matrix Sketching | l = 8 case | l = 32 case | l = 128 case
Package: frequentdirections 0.1.1
frequentdirections: Implementation of Frequent-Directions Algorithm for Efficient Matrix Sketching
Implement frequent-directions algorithm for efficient matrix sketching. (Edo Liberty (2013) <doi:10.1145/2487575.2487623>).
Authors:
frequentdirections_0.1.1.tar.gz
frequentdirections_0.1.1.zip(r-4.7-any)frequentdirections_0.1.1.zip(r-4.6-any)frequentdirections_0.1.1.zip(r-4.5-any)
frequentdirections_0.1.1.tgz(r-4.6-any)frequentdirections_0.1.1.tgz(r-4.5-any)
frequentdirections_0.1.1.tar.gz(r-4.7-any)frequentdirections_0.1.1.tar.gz(r-4.6-any)
frequentdirections_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
frequentdirections/json (API)
| # Install 'frequentdirections' in R: |
| install.packages('frequentdirections', repos = c('https://shinichi-takayanagi.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/shinichi-takayanagi/frequentdirections/issues
Last updated from:b974c883e6. Checks:9 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel | OK | 113 | ||
| source / vignettes | OK | 169 | ||
| linux-release | OK | 108 | ||
| macos-release | OK | 96 | ||
| macos-oldrel | OK | 104 | ||
| windows-devel | OK | 73 | ||
| windows-release | OK | 69 | ||
| windows-oldrel | OK | 64 | ||
| wasm-release | OK | 91 |
Dependencies:clicpp11farverggplot2gluegtableisobandlabelinglifecycleR6RColorBrewerrlangS7scalesvctrsviridisLitewithr
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Plot data using the first and second singular vector | plot_svd |
| Compute a sketch matrix of input matrix | sketching |