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>.

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Description file content

Package
pulsar
Title
Parallel Utilities for Lambda Selection along a Regularization Path
Version
0.3.3
Encoding
UTF-8
Description
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) .
URL
BugReports
http://github.com/zdk123/pulsar/issues
Depends
R (>= 3.2.0)
License
GPL (>= 2)
Suggests
batchtools (>= 0.9.10), fs (>= 1.2.2), checkmate (>= 1.8.5), orca, huge, MASS, QUIC, glmnet, network, cluster, testthat, knitr, rmarkdown
Imports
methods, parallel, graphics, stats, utils, tools, Matrix
RoxygenNote
6.0.1
VignetteBuilder
knitr
NeedsCompilation
no
Packaged
2018-06-11 14:02:11 UTC; zachary
Author
Zachary Kurtz [aut, cre], Christian Müller [aut, ctb]
Maintainer
Zachary Kurtz
Repository
CRAN
Date/Publication
2018-06-12 14:23:10 UTC

install.packages('pulsar')

0.3.3

7 days ago

http://github.com/zdk123/pulsar

Zachary Kurtz

GPL (>= 2)

Depends on

R (>= 3.2.0)

Imports

methods, parallel, graphics, stats, utils, tools, Matrix

Suggests

batchtools (>= 0.9.10), fs (>= 1.2.2), checkmate (>= 1.8.5), orca, huge, MASS, QUIC, glmnet, network, cluster, testthat, knitr, rmarkdown

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