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 |
| Reference manual: | doRNG.pdf |
| Vignettes: |
Using the package doRNG |
| Package source: | doRNG_1.8.2.tar.gz |
| Windows binaries: | r-devel: doRNG_1.8.2.zip, r-release: doRNG_1.8.2.zip, r-oldrel: doRNG_1.8.2.zip |
| macOS binaries: | r-release (arm64): doRNG_1.8.2.tgz, r-oldrel (arm64): doRNG_1.8.2.tgz, r-release (x86_64): doRNG_1.8.2.tgz, r-oldrel (x86_64): doRNG_1.8.2.tgz |
| Old sources: | doRNG archive |
| Reverse depends: | EPX, ramr, SparseMDC |
| Reverse imports: | ANCOMBC, autoMrP, BANDITS, bestNormalize, bhmbasket, bigsnpr, BSL, bumphunter, chickn, clustcurv, condSURV, Counterfactual, dcanr, deltaccd, DifferentialRegulation, distinct, ellipticalsymmetry, envi, ewoc, exuber, fabisearch, funGp, gbts, gratis, gsynth, hwep, hybridModels, IFAA, ILoReg, kernelshap, latentcor, lcc, Mediana, metaplus, midasml, missForest, momentuHMM, mplot, ORdensity, PADOG, randomLCA, redist, RobGARCHBoot, robmixglm, robust2sls, Robyn, RolDE, SC3, scpi, seqimpute, SGP, skpr, sparrpowR, SPONGE, survidm, TRexSelector, updog, varclust, WebGestaltR |
| Reverse suggests: | blockmodeling, CPAT, cutpointr, Distance, doFuture, GA, GAparsimony, GENIE3, inlmisc, mclustAddons, MoBPS, ptycho, safe, SimRVPedigree, spatPomp |
| Reverse enhances: | AUCell, RcisTarget |
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