denoiseR: Regularized Low Rank Matrix Estimation

Estimate a low rank matrix from noisy data using singular values thresholding and shrinking functions. Impute missing values with matrix completion.

Package details

AuthorJulie Josse, Sylvain Sardy, Stefan Wager
MaintainerJulie Josse <[email protected]>
LicenseGPL (>= 2)
Version1.0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("denoiseR")

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denoiseR documentation built on May 1, 2019, 10:45 p.m.