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gglasso

Group Lasso Penalized Learning Using a Unified BMD Algorithm

v1.6 · May 7, 2025 · GPL-2

Description

A unified algorithm, blockwise-majorization-descent (BMD), for efficiently computing the solution paths of the group-lasso penalized least squares, logistic regression, Huberized SVM and squared SVM. The package is an implementation of Yang, Y. and Zou, H. (2015) <doi:10.1007/s11222-014-9498-5>.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (12)

depends

PIE

Dependency Network

Dependencies Reverse dependencies PIE ICBioMark MLGL PhylogeneticEM changepoints dfr fdaSP hierNest sgs sharp sparsegl tidyfit gglasso

Version History

new 1.6 Mar 10, 2026
updated 1.6 ← 1.5.1 diff May 7, 2025
updated 1.5.1 ← 1.5 diff Mar 23, 2024
updated 1.5 ← 1.4 diff Mar 17, 2020
updated 1.4 ← 1.3 diff Sep 14, 2017
updated 1.3 ← 1.2 diff Aug 16, 2014
updated 1.2 ← 1.1 diff May 31, 2014
updated 1.1 ← 1.0 diff Feb 23, 2013
new 1.0 Apr 29, 2012