Package: sparselink 1.0.0

sparselink: Sparse Regression for Related Problems

Estimates sparse regression models (i.e., with few non-zero coefficients) in high-dimensional multi-task learning and transfer learning settings, as proposed by Rauschenberger et al. (2025) <doi:10.1093/bioinformatics/btaf406>.

Authors:Armin Rauschenberger [aut, cre]

sparselink_1.0.0.tar.gz
sparselink_1.0.0.zip(r-4.7)sparselink_1.0.0.zip(r-4.6)sparselink_1.0.0.zip(r-4.5)
sparselink_1.0.0.tgz(r-4.6-any)sparselink_1.0.0.tgz(r-4.5-any)
sparselink_1.0.0.tar.gz(r-4.7-any)sparselink_1.0.0.tar.gz(r-4.6-any)
sparselink_1.0.0.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
sparselink/json (API)
NEWS

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

Bug tracker:https://github.com/rauschenberger/sparselink/issues

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

On CRAN:

Conda:

4.70 score 1 stars 5 scripts 171 downloads 28 exports 21 dependencies

Last updated from:e53222f2c9. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK181
source / vignettesOK222
linux-release-x86_64OK170
macos-release-arm64OK148
macos-oldrel-arm64OK98
windows-develOK134
windows-releaseOK126
windows-oldrelOK182
wasm-releaseOK127

Exports:calc_metricconstruct_penfacsconstruct_weightscount_matrixcount_vectorcv_multiplecv_transferfuse_dataget_infolink_functionlogitmake_folds_multimake_folds_transmean_functionplot_changeplot_weightsigmoidsim_data_multisim_data_transsparselinktraintestwrap_commonwrap_emptywrap_glmtranswrap_mgaussianwrap_separatewrap_splswrap_xrnet

Dependencies:BHbigmemorybigmemory.sricodetoolsforeachglmnetiteratorslatticeMASSMatrixmvtnormnnetplspROCRcppRcppEigenshapesplssurvivaluuidxrnet

Analysis code

Armin Rauschenberger

Rendered fromanalysis.Rmdusingknitr::rmarkdownon May 14 2026.

Last update: 2025-06-06
Started: 2024-12-31

Sparse regression for related problems

Rendered fromarticle.Rmdusingknitr::rmarkdownon May 14 2026.

Last update: 2025-05-23
Started: 2024-11-14