Package: pulsar 0.3.11

pulsar: Parallel Utilities for Lambda Selection along a Regularization Path

Model selection for penalized graphical models using the Stability Approach to Regularization Selection ('StARS'), with options for speed-ups including Bounded StARS (B-StARS), batch computing, and other stability metrics (e.g., graphlet stability G-StARS). Christian L. Müller, Richard Bonneau, Zachary Kurtz (2016) <arxiv:1605.07072>.

Authors:Zachary Kurtz [aut, cre], Christian Müller [aut, ctb]

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pulsar.pdf |pulsar.html✨
pulsar/json (API)
NEWS

# Install 'pulsar' in R:
install.packages('pulsar', repos = c('https://zdk123.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/zdk123/pulsar/issues

On CRAN:

Conda:

graphical-models

6.25 score 10 stars 65 scripts 1.4k downloads 1 mentions 15 exports 2 dependencies

Last updated 2 years agofrom:ae31833591. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 22 2025
R-4.5-winOKMar 22 2025
R-4.5-macOKMar 22 2025
R-4.5-linuxOKMar 22 2025
R-4.4-winOKMar 22 2025
R-4.4-macOKMar 22 2025
R-4.4-linuxOKMar 22 2025
R-4.3-winOKMar 22 2025
R-4.3-macOKMar 22 2025

Exports:batch.pulsarestrada.classfindConfFilefindTemplateFilegcvecget.opt.indexgetEnvirgetLamPathgetMaxCovgraph.dissnatural.connectivityopt.indexopt.index<-pulsarrefit

Dependencies:latticeMatrix

Graphical model selection with pulsar

Zachary D. Kurtz

Rendered frompulsar.Rmdusingknitr::rmarkdownon Mar 22 2025.

Last update: 2018-06-15
Started: 2016-07-21

Other selection criteria with pulsar

Zachary D. Kurtz

Rendered fromother-criteria.Rmdusingknitr::rmarkdownon Mar 22 2025.

Last update: 2019-03-03
Started: 2016-08-03