Efficiently Impute Large Scale Incomplete Matrix

Efficiently impute large scale matrix with missing values via its unbiased low-rank matrix approximation. Our main approach is Hard-Impute algorithm proposed in < http://www.jmlr.org/papers/v11/mazumder10a.html>, which achieves highly computational advantage by truncated singular-value decomposition.


News

Reference manual

It appears you don't have a PDF plugin for this browser. You can click here to download the reference manual.

install.packages("eimpute")

0.1.1 by Zhe Gao, 6 months ago


Browse source code at https://github.com/cran/eimpute


Authors: Zhe Gao [aut, cre] , Jin Zhu [aut] , Junxian Zhu [aut] , Xueqin Wang [aut] , Yixuan Qiu [cph] , Gael Guennebaud [cph, ctb] , Jitse Niesen [cph, ctb] , Ray Gardner [ctb]


Documentation:   PDF Manual  


GPL-3 | file LICENSE license


Imports Rcpp

Suggests knitr

Linking to Rcpp, RcppEigen


See at CRAN