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frequentdirections  

Implementation of Frequent-Directions Algorithm for Efficient Matrix Sketching
View on CRAN: Click here


Download and install frequentdirections package within the R console
Install from CRAN:
install.packages("frequentdirections")

Install from Github:
library("remotes")
install_github("cran/frequentdirections")

Install by package version:
library("remotes")
install_version("frequentdirections", "0.1.0")



Attach the package and use:
library("frequentdirections")
Maintained by
Shinichi Takayanagi
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-04-16
Latest Update: 2019-04-16
Description:
Implement frequent-directions algorithm for efficient matrix sketching. (Edo Liberty (2013) ).
How to cite:
Shinichi Takayanagi (2019). frequentdirections: Implementation of Frequent-Directions Algorithm for Efficient Matrix Sketching. R package version 0.1.0, https://cran.r-project.org/web/packages/frequentdirections. Accessed 06 Mar. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited frequentdirections R package
View frequentdirections citation profile
Other R packages that frequentdirections depends, imports, suggests or enhances
Complete documentation for frequentdirections
Functions, R codes and Examples using the frequentdirections R package
Some associated functions: plot_svd . sketching . 
Some associated R codes: frequentdirections.R .  Full frequentdirections package functions and examples
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