Nothing
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.
Package details |
|
---|---|
Author | Yaohui Zeng [aut], Chuyi Wang [aut], Patrick Breheny [aut] |
Maintainer | Patrick Breheny <patrick-breheny@uiowa.edu> |
License | GPL-3 |
Version | 1.5.1 |
URL | https://github.com/YaohuiZeng/biglasso https://arxiv.org/abs/1701.05936 |
Package repository | View on CRAN |
Installation |
Install the latest version of this package by entering the following in R:
|
Any scripts or data that you put into this service are public.
Add the following code to your website.
For more information on customizing the embed code, read Embedding Snippets.