doRNG

Generic Reproducible Parallel Backend for 'foreach' Loops

Provides functions to perform reproducible parallel foreach loops, using independent random streams as generated by L'Ecuyer's combined multiple-recursive generator [L'Ecuyer (1999), <DOI:10.1287/opre.47.1.159>]. It enables to easily convert standard %dopar% loops into fully reproducible loops, independently of the number of workers, the task scheduling strategy, or the chosen parallel environment and associated foreach backend.

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Description file content

Package
doRNG
Type
Package
Title
Generic Reproducible Parallel Backend for 'foreach' Loops
Version
1.7.1
Description
Provides functions to perform reproducible parallel foreach loops, using independent random streams as generated by L'Ecuyer's combined multiple-recursive generator [L'Ecuyer (1999), ]. It enables to easily convert standard %dopar% loops into fully reproducible loops, independently of the number of workers, the task scheduling strategy, or the chosen parallel environment and associated foreach backend.
License
GPL (>= 2)
LazyLoad
yes
URL
BugReports
http://github.com/renozao/doRNG/issues
VignetteBuilder
knitr
Depends
R (>= 3.0.0), foreach, rngtools (>= 1.3)
Imports
stats, utils, iterators, pkgmaker (>= 0.20)
Suggests
doParallel, doMPI, doRedis, rbenchmark, devtools, knitr, bibtex, testthat
Collate
'doRNG-package.R' 'doRNG.R'
RoxygenNote
6.0.1.9000
NeedsCompilation
no
Packaged
2018-06-18 06:42:24 UTC; renaud
Author
Renaud Gaujoux [aut, cre]
Maintainer
Renaud Gaujoux
Repository
CRAN
Date/Publication
2018-06-22 21:04:57 UTC

install.packages('doRNG')

1.7.1

3 months ago

https://renozao.github.io/doRNG

Renaud Gaujoux

GPL (>= 2)

Depends on

R (>= 3.0.0), foreach, rngtools (>= 1.3)

Imports

stats, utils, iterators, pkgmaker (>= 0.20)

Suggests

doParallel, doMPI, doRedis, rbenchmark, devtools, knitr, bibtex, testthat

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