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.
| Version: |
1.8.2 |
| Depends: |
R (≥ 3.0.0), foreach, rngtools (≥ 1.5) |
| Imports: |
stats, utils, iterators |
| Suggests: |
doParallel, doMPI, doRedis, rbenchmark, devtools, knitr, bibtex, testthat, pkgmaker (≥ 0.31) |
| Published: |
2020-01-27 |
| Author: |
Renaud Gaujoux [aut, cre] |
| Maintainer: |
Renaud Gaujoux <renozao at protonmail.com> |
| BugReports: |
http://github.com/renozao/doRNG/issues |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: |
https://renozao.github.io/doRNG |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| In views: |
HighPerformanceComputing |
| CRAN checks: |
doRNG results |
Downloads:
Reverse dependencies:
| Reverse depends: |
EPX, ramr, SparseMDC |
| Reverse imports: |
autoMrP, BANDITS, bestNormalize, bumphunter, chickn, clustcurv, condSURV, Counterfactual, CovSelHigh, dcanr, distinct, ellipticalsymmetry, envi, ewoc, exuber, gbts, gratis, hybridModels, ILoReg, lass0, lcc, Mediana, metaplus, momentuHMM, mplot, ORdensity, PADOG, randomLCA, RobGARCHBoot, robmixglm, SC3, SGP, skpr, sparrpowR, SPONGE, SSDL, survidm, varclust, WebGestaltR, zGPS.AO |
| Reverse suggests: |
blockmodeling, CPAT, cutpointr, doFuture, GA, GAparsimony, GENIE3, inlmisc, ptycho, safe, SimRVPedigree |
| Reverse enhances: |
AUCell, RcisTarget |
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