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), ]. 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.


Reference manual

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install.packages("doRNG")

1.8.6.3 by Emilio L. Sáenz Guillén, 9 months ago


https://github.com/emilioluissaenzguillen/doRNG


Report a bug at https://github.com/emilioluissaenzguillen/doRNG/issues


Browse source code at https://github.com/cran/doRNG


Authors: Renaud Gaujoux [aut] , Emilio L. Sáenz Guillén [cre]


Documentation:   PDF Manual  


GPL (>= 2) license


Imports stats, utils, iterators

Depends on foreach, rngtools

Suggests doParallel, doMPI, doRedis, rbenchmark, knitr, rbibutils, testthat, covr


Imported by AsyPeer, BSL, CAFT, CDatanet, CICI, Counterfactual, DynForest, FLORAL, GeDS, LSEbootLS, MCPModBC, Mediana, OptSurvCutR, PartialNetwork, RNAmf, ROCModels, RobGARCHBoot, Robyn, SSGL, SSReliabilityClaytonMWD, SelectSim, StochBlock, TRexSelector, WebGestaltR, adaptDiag, adjustedCurves, archeofrag.gui, bestNormalize, bhmbasket, bigsnpr, binaryRL, cash, catfda, clustcurv, condSURV, cpfa, deltaccd, drugDemand, ellipticalsymmetry, envi, evinf, ewoc, exuber, fabisearch, factree, fect, funGp, gapclosing, gbts, gratis, hwep, hybridModels, interflex, kmBlock, latentcor, lcc, lqmix, mclustAddons, midasml, missForest, momentuHMM, mplot, multiRL, multiflexscan, nebula, nonprobsvy, redist, rsides, segtest, seqimpute, skpr, sparrpowR, sphunif, survidm, updog, varclust, wxgenR.

Depended on by BayesRegDTR, EPX, rpm.

Suggested by AlignLV, Distance, GA, GAparsimony, GDINA, HCPclust, MedianaDesigner, MoBPS, OpenSpecy, R2MLwiN, VICatMix, admix, amadeus, blockmodeling, cutpointr, doFuture, forestsearch, modeltime, projpred, ptycho, rmoo, robust2sls, simDAG, simdata, spareg, spatPomp, vecmatch.


See at CRAN