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>).

Getting started

Package details

AuthorShinichi Takayanagi [aut, cre], Nagi Teramo [aut]
MaintainerShinichi Takayanagi <shinichi.takayanagi@gmail.com>
LicenseMIT + file LICENSE
Version0.1.0
URL https://github.com/shinichi-takayanagi/frequentdirections
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("frequentdirections")

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frequentdirections documentation built on May 2, 2019, 3:27 a.m.