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DESCRIPTION
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Package: biglasso
Version: 1.2-4
Date: 2016-11-14
Title: Big Lasso: Extending Lasso Model Fitting to Big Data in R
Author: Yaohui Zeng [aut,cre], Patrick Breheny [ctb]
Maintainer: Yaohui Zeng <[email protected]>
Description: Extend lasso and elastic-net model fitting for ultrahigh-dimensional,
multi-gigabyte data sets that cannot be loaded into memory. It's much more
memory- and computation-efficient as compared to existing lasso-fitting packages
like 'glmnet' and 'ncvreg', thus allowing for very powerful big data analysis
even with an ordinary laptop.
License: GPL-2
URL: https://github.com/YaohuiZeng/biglasso
BugReports: https://github.com/YaohuiZeng/biglasso/issues
Depends: bigmemory (>= 4.0.0), Matrix, ncvreg
Imports: Rcpp (>= 0.12.1), methods
LinkingTo: Rcpp, RcppArmadillo, bigmemory, BH
VignetteBuilder: knitr
Suggests: parallel, knitr, testthat