Package: biglasso 1.6.1

Patrick Breheny

biglasso: Extending Lasso Model Fitting to Big Data

Extend lasso and elastic-net model fitting for large data sets that cannot be loaded into memory. Designed to be more memory- and computation-efficient than existing lasso-fitting packages like 'glmnet' and 'ncvreg', thus allowing the user to analyze big data with limited RAM <doi:10.32614/RJ-2021-001>.

Authors:Yaohui Zeng [aut], Chuyi Wang [aut], Tabitha Peter [aut], Patrick Breheny [aut, cre]

biglasso_1.6.1.tar.gz
biglasso_1.6.1.tar.gz(r-4.7-arm64)biglasso_1.6.1.tar.gz(r-4.7-x86_64)biglasso_1.6.1.tar.gz(r-4.6-arm64)biglasso_1.6.1.tar.gz(r-4.6-x86_64)
biglasso_1.6.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
biglasso/json (API)
NEWS

# Install 'biglasso' in R:
install.packages('biglasso', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/pbreheny/biglasso/issues

Pkgdown/docs site:https://pbreheny.github.io

Uses libs:
  • c++– GNU Standard C++ Library v3
  • openmp– GCC OpenMP (GOMP) support library
Datasets:
  • colon - Gene expression data from colon-cancer patients

On CRAN:

Conda:

cppopenmp

5.98 score 1 packages 106 scripts 4.3k downloads 7 mentions 5 exports 9 dependencies

Last updated from:0957868de2. Checks:6 OK. Indexed: no.

TargetResultTimeFilesSyslog
linux-devel-arm64OK220
linux-devel-x86_64OK184
source / vignettesOK329
linux-release-arm64OK220
linux-release-x86_64OK213
wasm-releaseOK149

Exports:biglassobiglasso_fitbiglasso_pathcv.biglassosetupX

Dependencies:BHbigmemorybigmemory.srilatticeMatrixncvregRcppRcppArmadillouuid

biglasso

Yaohui Zeng, Chuyi Wang, Patrick Breheny

Rendered frombiglasso.Rmdusingknitr::rmarkdownon May 31 2026.

Last update: 2024-04-22
Started: 2021-01-16