Package: eimpute
Type: Package
Title: Efficiently Impute Large Scale Incomplete Matrix
Version: 0.2.4
Date: 2024-07-22
Authors@R: c(
  person(given = "Zhe", family = "Gao", email = "gaozh8@mail.ustc.edu.cn", role = c("aut", "cre")),
  person(given = "Jin", family = "Zhu", email = "zhuj37@mail2.sysu.edu.cn", role = c("aut")),
  person(given = "Junxian", family = "Zhu", email = "zhujunx@mail2.sysu.edu.cn", role = c("aut")),
  person(given = "Xueqin", family = "Wang", email = "wangxq20@ustc.edu.cn", role = c("aut")),
  person(given = "Yixuan", family = "Qiu", email = "yixuan.qiu@cos.name", role = c("cph")),
  person(given = "Gael", family = "Guennebaud", email = "gael.guennebaud@inria.fr", role = c("cph", "ctb")),
  person(given = "Jitse", family = "Niesen", email = "jitse@maths.leeds.ac.uk", role = c("cph", "ctb")),
  person(given = "Ray", family = "Gardner", role = c("ctb")))
Author: 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]
Maintainer: Zhe Gao <gaozh8@mail.ustc.edu.cn>
Description: Efficiently impute large scale matrix with missing values
        via its unbiased low-rank matrix approximation. Our main
        approach is Hard-Impute algorithm proposed in
        <https://www.jmlr.org/papers/v11/mazumder10a.html>, which
        achieves highly computational advantage by truncated
        singular-value decomposition.
License: GPL-3 | file LICENSE
Imports: Rcpp (>= 0.12.6)
LinkingTo: Rcpp, RcppEigen
Encoding: UTF-8
RoxygenNote: 7.3.1
NeedsCompilation: yes
Packaged: 2026-10-04 07:30:30 UTC; root
Suggests: knitr
VignetteBuilder: knitr
Repository: https://gaozhe33.r-universe.dev
Date/Publication: 2024-07-23 02:45:15 UTC
RemoteUrl: https://github.com/cran/eimpute
RemoteRef: HEAD
RemoteSha: e1a037a34a2cc019b7c6121795c320b15145f0b7