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).

AuthorZachary Kurtz [aut, cre], Christian Müller [aut, ctb]
Date of publication2016-08-04 12:43:42
MaintainerZachary Kurtz <zdkurtz@gmail.com>
LicenseGPL (>= 2)
Version0.2.5
http://github.com/zdk123/pulsar
http://arxiv.org/abs/1605.07072

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Files in this package

pulsar
pulsar/inst
pulsar/inst/CITATION
pulsar/inst/CONTENT.Rmd
pulsar/inst/gstars.bib
pulsar/inst/extdata
pulsar/inst/extdata/simpletorque.tml
pulsar/inst/extdata/BatchJobsMC.R
pulsar/inst/extdata/BatchJobsSerialTest.R
pulsar/inst/extdata/BatchJobsTorque.R
pulsar/inst/doc
pulsar/inst/doc/pulsar.R
pulsar/inst/doc/pulsar.html
pulsar/inst/doc/other-criteria.Rmd
pulsar/inst/doc/other-criteria.html
pulsar/inst/doc/pulsar.Rmd
pulsar/inst/doc/other-criteria.R
pulsar/tests
pulsar/tests/testthat.R
pulsar/tests/testthat
pulsar/tests/testthat/test_graphFeatures.R
pulsar/tests/testthat/test_pulsarbatch.R
pulsar/tests/testthat/test_pulsar.R
pulsar/tests/testthat/test_pulsarserial.R
pulsar/tests/testthat/test_serialVSbatch.R
pulsar/tests/testthat/pulsarfuns.R
pulsar/tests/testthat/test_refitfun.R
pulsar/NAMESPACE
pulsar/R
pulsar/R/binLamSearch.R pulsar/R/batchPulsarSelect.R pulsar/R/pulsar-package.R pulsar/R/graphFeatures.R pulsar/R/generics.R pulsar/R/utilities.R pulsar/R/mcPulsarSelect.R pulsar/R/refit.R
pulsar/vignettes
pulsar/vignettes/other-criteria.Rmd
pulsar/vignettes/pulsar.Rmd
pulsar/README.md
pulsar/MD5
pulsar/build
pulsar/build/vignette.rds
pulsar/DESCRIPTION
pulsar/man
pulsar/man/estrada.class.Rd pulsar/man/batch.pulsar.Rd pulsar/man/gcvec.Rd pulsar/man/pulsar.Rd pulsar/man/update.pulsar.Rd pulsar/man/graph.diss.Rd pulsar/man/pulsar-package.Rd pulsar/man/getEnvir.Rd pulsar/man/getTempDir.Rd pulsar/man/opt.index.Rd pulsar/man/refit.Rd pulsar/man/print.pulsar.refit.Rd pulsar/man/getLamPath.Rd pulsar/man/get.opt.index.Rd pulsar/man/plot.pulsar.Rd pulsar/man/natural.connectivity.Rd pulsar/man/pulsar-function.Rd pulsar/man/getMaxCov.Rd pulsar/man/print.pulsar.Rd

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