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:Shinichi Takayanagi [aut, cre], Nagi Teramo [aut]

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frequentdirections.pdf |frequentdirections.html✨
frequentdirections/json (API)

# Install 'frequentdirections' in R:
install.packages('frequentdirections', repos = c('https://shinichi-takayanagi.r-universe.dev', 'https://cloud.r-project.org'))

Peer review:

Bug tracker:https://github.com/shinichi-takayanagi/frequentdirections/issues

On CRAN:

kdd2013

4.00 score 2 stars 2 scripts 148 downloads 2 exports 28 dependencies

Last updated 6 years agofrom:b974c883e6. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKNov 10 2024
R-4.5-winOKNov 10 2024
R-4.5-linuxOKNov 10 2024
R-4.4-winOKNov 10 2024
R-4.4-macOKNov 10 2024
R-4.3-winOKNov 10 2024
R-4.3-macOKNov 10 2024

Exports:plot_svdsketching

Dependencies:clicolorspacefansifarverggplot2gluegtableisobandlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr

Introduction to frequentdirections

Shinichi Takayanagi

Rendered fromintroduction.Rmdusingknitr::rmarkdownon Nov 10 2024.

Last update: 2019-05-11
Started: 2019-05-11