Parallel Programming Tools for 'Rcpp'

High level functions for parallel programming with 'Rcpp'. For example, the 'parallelFor()' function can be used to convert the work of a standard serial "for" loop into a parallel one and the 'parallelReduce()' function can be used for accumulating aggregate or other values.


Reference manual

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install.packages("RcppParallel")

6.2.1 by Kevin Ushey, 2 months ago


https://rcppcore.github.io/RcppParallel/, https://github.com/RcppCore/RcppParallel


Report a bug at https://github.com/RcppCore/RcppParallel/issues


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


Authors: Kevin Ushey [aut, cre] , JJ Allaire [aut] , Romain Francois [aut, cph] , Gregory Vandenbrouck [aut] , Marcus Geelnard [aut, cph] (TinyThread library , https://tinythreadpp.bitsnbites.eu/) , Hamada S. Badr [ctb] , Dirk Eddelbuettel [aut] (ORCID: , Intel [aut, cph] (oneTBB library) , UXL Foundation [aut, cph] (oneTBB library) , Microsoft [cph] , Posit , PBC [cph]


Documentation:   PDF Manual  


GPL (>= 3) license


Suggests Rcpp, knitr, rmarkdown

System requirements: CMake (>= 3.5)


Imported by AovBay, BGVAR, BIDistances, BPrinStratTTE, BRRAT, BayesGmed, BayesGrowth, BayesPET, BayesSenMC, BayesianPlatformDesignTimeTrend, BeeGUTS, Bernadette, BinaryReplicates, BoundIRT, CaseBasedReasoning, CompositionalRF, DER, DNAtools, DataVisualizations, DatabionicSwarm, EcoEnsemble, EloSteepness, EpiPvr, EquiTrends, Euclimatch, FLSSS, FlexReg, ForceChoice, FuncDiv, GRAB, GUD, GeneralizedUmatrix, GeneralizedUmatrixGPU, GenomeAdmixR, HZIP, IncDTW, LMMELSM, MDCcure, MSCA, MultiBD, NNS, OmicFlow, OncoBayes2, OpenMx, PAGFL, PDEnaiveBayes, PINSPlus, PoolTestR, ProbBreed, R2D2ordinal, RBesT, RcppMeCab, RoBTT, SAR, SLGP, Scalelink, ScatterDensity, StMoSim, StanHeaders, StanMoMo, SteadyStateBVAR, TFRE, WOAkMedoids, WSPsignal, WhiteLabRt, asteRisk, bakR, baldur, baseballr, bayes4psy, bayesforecast, bayeslm, bcf, bclogit, beastt, bennu, bgms, birdie, blavaan, bmggum, bmlm, bootUR, bqmm, bscm, bsynth, btb, bws, catSurv, cfbfastR, cppRouting, ctsem, cvLM, dbmss, depthR, detrendr, distops, divent, dodgr, dtwclust, eDNAjoint, ebTobit, evesim, fasano.franceschini.test, fastRhockey, fastTopics, fastgbm, fastglmpca, fcirt, frair, geostan, gibasa, glmbayes, glmbayesCore, glmmPen, glmmfields, glow, greencrab.toolkit, hbamr, hdtg, hermiter, hhdynamics, historicalborrowlong, hmde, hoopR, hpa, hwep, imt, imuGAP, intervalpsych, jfa, kbal, kernreg, lamW, lessSEM, lgpr, lightAUC, lingmatch, lnmixsurv, logitr, lrstat, mappoly, markets, markovchain, measr, medfate, metaBMA, milr, miniLNM, missknn, mlstm, mlts, mlumr, moire, morseTKTD, mr.mashr, mrbayes, msce, multinma, multipleDL, neuroim2, nmathopencl, openCR, opencltools, parTimeROC, parallelDist, patternplot, pema, phacking, philentropy, phylopairs, postlink, pprof, prophet, psBayesborrow, qs2, rNeighborGWAS, rPref, rTRNG, rater, rcbayes, reservr, rgeomorphon, rmBayes, robscale, roll, rolleigen, rolloptim, rollshap, rpsurv, rstan, rstanarm, rstanbdp, rstantools, rts2, saeHB.TF.beta, scDHA, scistreer, secr, secrfunc, secsse, sentometrics, seqtrie, seroreconstruct, serosv, shrinkr, smam, smoothemplik, spacc, spsurv, ssMousetrack, stan4bart, stringfish, surveil, survstan, tglkmeans, thurstonianIRT, trtswitch, truncnormbayes, tsmarch, tsnet, tulpaMesh, walker, wehoop, winputall, xnicher, xsdm, zoid.

Depended on by Ravages, Rfast, Rfast2, gaston, junctions.

Suggested by BINtools, HHBayes, PosteriorBootstrap, alien, brms.mmrm, conText, demulticoder, oddsapiR, tipsae.

Linked to by CARME, CNVRG, EpiNow2, MADPop, MESS, MetaStan, PONG2, Rlgt, SpatMCA, TriDimRegression, autoFRK, baggr, bayesdfa, bayeslist, bistablehistory, bmgarch, bmstdr, cloneRate, conStruct, crctStepdown, densEstBayes, disbayes, eggCounts, expertsurv, gastempt, glmmrBase, hsstan, isotracer, medfateland, mvMAPIT, panglm, pcFactorStan, psrwe, publipha, rPBK, rbioacc, rmdcev, rmsb, rstanemax, rxode2lincmt, rxode2ll, scNPM, serofoi, spacemodR, survextrap, tmbstan, trialr, ubms.


See at CRAN