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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:	1.8.6.2
Depends:	R (≥ 3.0.0),foreach,rngtools (≥ 1.5)
Imports:	stats, utils,iterators
Suggests:	doParallel,doMPI,doRedis,rbenchmark,devtools,knitr,rbibutils (≥ 1.3),testthat,covr
Published:	2025-04-02
DOI:	10.32614/CRAN.package.doRNG
Author:	Renaud Gaujoux [aut, cre]
Maintainer:	Renaud Gaujoux <renozao at protonmail.com>
BugReports:	https://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[issues need fixing before 2026-01-15]

Documentation:

Reference manual:

doRNG.html ,doRNG.pdf

Downloads:

Package source:	doRNG_1.8.6.2.tar.gz
Windows binaries:	r-devel:doRNG_1.8.6.2.zip, r-release:doRNG_1.8.6.2.zip, r-oldrel:doRNG_1.8.6.2.zip
macOS binaries:	r-release (arm64):doRNG_1.8.6.2.tgz, r-oldrel (arm64):doRNG_1.8.6.2.tgz, r-release (x86_64):doRNG_1.8.6.2.tgz, r-oldrel (x86_64):doRNG_1.8.6.2.tgz
Old sources:	doRNG archive

Reverse dependencies:

Reverse depends:	BayesRegDTR,EPX,rpm,SparseMDC
Reverse imports:	adjustedCurves,ANCOMBC,archeofrag.gui,autoMrP,BANDITS,bestNormalize,bhmbasket,bigsnpr,binaryRL,BSL,bumphunter,CDatanet,CICI,clustcurv,cola,condSURV,Counterfactual,cpfa,dcanr,deltaccd,DifferentialRegulation,distinct,drugDemand,DynForest,ellipticalsymmetry,envi,evinf,ewoc,exuber,fabisearch,factree,fect,FLORAL,funGp,gbts,GeDS,gratis,hwep,hybridModels,IFAA,ILoReg,IsoBayes,kmBlock,latentcor,lcc,lqmix,LSEbootLS,mclustAddons,MCPModBC,Mediana,midasml,missForest,momentuHMM,mplot,mslp,nebula,PADOG,PartialNetwork,randomLCA,redist,RobGARCHBoot,robmixglm,Robyn,RolDE,rsides,SC3,scGraphVerse,segtest,seqimpute,SEQTaRget,skpr,SmartPhos,sparrpowR,sphunif,SPONGE,sRACIPE,SSGL,StochBlock,survidm,SVEMnet,tglkmeans,TRexSelector,updog,varclust,WebGestaltR,WpProj,wxgenR
Reverse suggests:	admix,AlignLV,amadeus,blockmodeling,cutpointr,Distance,doFuture,GA,GAparsimony,GDINA,GENIE3,MedianaDesigner,MoBPS,modeltime,oncomsm,projpred,ptycho,R2MLwiN,ramr,robust2sls,safe,simDAG,simdata,spareg,spatPomp,vecmatch,VICatMix
Reverse enhances:	AUCell,RcisTarget

Linking:

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