Package: genlasso 1.6.1

Taylor B. Arnold

genlasso: Path Algorithm for Generalized Lasso Problems

Computes the solution path for generalized lasso problems. Important use cases are the fused lasso over an arbitrary graph, and trend fitting of any given polynomial order. Specialized implementations for the latter two subproblems are given to improve stability and speed. See Taylor Arnold and Ryan Tibshirani (2016) <doi:10.1080/10618600.2015.1008638>.

Authors:Taylor B. Arnold [aut, cre], Ryan J. Tibshirani [aut]

genlasso_1.6.1.tar.gz
genlasso_1.6.1.zip(r-4.5)genlasso_1.6.1.zip(r-4.4)genlasso_1.6.1.zip(r-4.3)
genlasso_1.6.1.tgz(r-4.5-x86_64)genlasso_1.6.1.tgz(r-4.5-arm64)genlasso_1.6.1.tgz(r-4.4-x86_64)genlasso_1.6.1.tgz(r-4.4-arm64)genlasso_1.6.1.tgz(r-4.3-x86_64)genlasso_1.6.1.tgz(r-4.3-arm64)
genlasso_1.6.1.tar.gz(r-4.5-noble)genlasso_1.6.1.tar.gz(r-4.4-noble)
genlasso_1.6.1.tgz(r-4.4-emscripten)genlasso_1.6.1.tgz(r-4.3-emscripten)
genlasso.pdf |genlasso.html
genlasso/json (API)
NEWS

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

Bug tracker:https://github.com/ryantibs/genlasso/issues

On CRAN:

Conda-Forge:

7.66 score 32 stars 6 packages 160 scripts 504 downloads 27 exports 11 dependencies

Last updated 2 years agofrom:5adbeb9976. Checks:11 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKFeb 24 2025
R-4.5-win-x86_64OKFeb 24 2025
R-4.5-mac-x86_64OKFeb 24 2025
R-4.5-mac-aarch64OKFeb 24 2025
R-4.5-linux-x86_64OKFeb 24 2025
R-4.4-win-x86_64OKFeb 24 2025
R-4.4-mac-x86_64OKFeb 24 2025
R-4.4-mac-aarch64OKFeb 24 2025
R-4.3-win-x86_64OKFeb 24 2025
R-4.3-mac-x86_64OKFeb 24 2025
R-4.3-mac-aarch64OKFeb 24 2025

Exports:coef.genlassocv.trendfilterfusedlassofusedlasso1dfusedlasso2dgenlassogetD1dgetD1dSparsegetD2dgetD2dSparsegetDggetDgSparsegetDtfgetDtfPosgetDtfPosSparsegetDtfSparsegetGraphiterateplot.cv.trendfilterplot.genlassoplot.trendfilterpredict.genlassoprint.genlassoprint.summary.genlassosoftthreshsummary.genlassotrendfilter

Dependencies:clicpp11glueigraphlatticelifecyclemagrittrMatrixpkgconfigrlangvctrs

Introduction to genlasso

Rendered fromarticle.Rnwusingutils::Sweaveon Feb 24 2025.

Last update: 2019-06-20
Started: 2013-10-23