Foreach Parallel Adaptor for the 'parallel' Package

Provides a parallel backend for the %dopar% function using the parallel package.


News

NEWS/ChangeLog for doParallel

1.0.14 2018-09-24 o Re-enabled tests. o Moved RUnit from Enhances to Suggests (request of Kurt Hornik)

1.0.13 2018-04-04 o Changes to support enhanced exports via future (if available).

1.0.12 2017-12-08 o Change test report path for compliance with CRAN policies.

1.0.9 2015-09-21 o Bug fixes to stopImplicitCluster functionality, courtesy of Dan Tenenbaum.

1.0.8 2014-02-25 o Modified vignette to use no more than two workers.

1.0.7 2014-02-01 o Modified to work better when a foreach loop is executed in a package (courtesy of Steve Weston) o Added unit tests and a minimal working example

1.0.6 2013-10-25 o Changed foreach, iterators, and parallel from Depends to Imports (request of Steve Weston and Stefan Schlager)

1.0.4 2013-09-01 o New attachExportEnv option for doParallelSNOW o New function stopImplicitCluster to stop the implicitly created socket cluster. o Updated inst/unitTests/runTestSuite.sh, bug report from Michael Cheng

1.0.3 2013-06-06 o New preschedule option for doParallelSNOW, courtesy of Steve Weston o Removed assignment into global environment to meet CRAN standards.

1.0.2 2013-05-29 o Efficiency improvements courtesy of Steve Weston

1.0.1 2012-04-09 o Updated to support RevoScaleR's rxExec function

Reference manual

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install.packages("doParallel")

1.0.15 by Hong Ooi, 4 months ago


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


Authors: Hong Ooi [cre] , Microsoft Corporation [aut, cph] , Steve Weston [aut] , Dan Tenenbaum [ctb]


Documentation:   PDF Manual  


GPL-2 license


Depends on foreach, iterators, parallel, utils

Suggests caret, mlbench, rpart, RUnit

Enhances compiler


Imported by ADAPTS, ADMM, APIS, ApacheLogProcessor, Arothron, BDWreg, BSGW, BTR, BVSNLP, BayesBinMix, BuyseTest, CARRoT, CBDA, CFC, CNVScope, CalibratR, ClustVarLV, Compositional, ConR, Counterfactual, CovSelHigh, CovTools, DCD, DET, DHARMa, DNMF, DTDA.cif, Diderot, DiffNet, Directional, E4tools, EFDR, EGAnet, ENMeval, ESTER, EasyMARK, EcoGenetics, EmiStatR, EnsembleBase, EpiModel, FrechForest, GENLIB, GGIR, GLIDE, GPM, GWEX, GWLelast, GWRM, HDCI, HDtest, HEMDAG, HIMA, HMP, HMPTrees, HextractoR, IDmining, IMAGE, Information, InterpretMSSpectrum, JOUSBoost, JointAI, KScorrect, LANDD, LCAvarsel, LUCIDus, LeArEst, MAGNAMWAR, MNS, MSPRT, MarketMatching, Mediana, Morpho, NCA, NMF, NetworkDistance, NetworkToolbox, OSTSC, PARSE, PPforest, PQLseq, PTE, PUlasso, ParetoPosStable, PhyInformR, ProFound, QTL.gCIMapping, QTL.gCIMapping.GUI, QUALYPSO, QuantumClone, R2MLwiN, RKEEL, RMTL, RMixtCompIO, RRphylo, RRreg, RStoolbox, RZooRoH, RcmdrPlugin.FuzzyClust, Rcrawler, ReIns, Rnmr1D, SAVER, SCOR, SFtools, SGP, SIDES, SLEMI, SemNeT, Smisc, SparseMDC, Sstack, StAMPP, TAG, TGS, TextForecast, TriadSim, TropFishR, VSURF, VTrack, WEE, WGCNA, WebGestaltR, ZIPFA, abcrf, adapr, admixturegraph, aliases2entrez, amber, archetypal, armada, ashr, asremlPlus, assignPOP, astrochron, baggedcv, bcRep, bdots, benchmarkme, bestNormalize, biclustermd, bigparallelr, bigstatsr, bingat, binnednp, blockmodeling, bnspatial, bossMaps, breakpoint, bst, cape, catlearn, ccfa, cffdrs, chicane, clespr, clinDR, clordr, clustDRM, clustcurv, colocalized, conStruct, condSURV, contextual, cooccurNet, corr2D, creditmodel, dMod, dartR, ddsPLS, detrendr, dfConn, distantia, dynetNLAResistance, earlygating, ecospat, enpls, equSA, esaddle, ewoc, fDMA, fabMix, factorEx, factorcpt, fastLink, fastnet, fdANOVA, fda.usc, fdasrvf, fiberLD, foreSIGHT, forecastHybrid, fpmoutliers, fuzzyforest, gamCopula, gambin, gamm4.test, gamreg, gbts, gdpc, genlogis, gestate, groupedSurv, grpss, gsynth, hbm, hdbinseg, hettx, hybridModels, iRF, iZID, inctools, intamap, intccr, interflex, joineRML, kdevine, kergp, kernhaz, knnp, lavaSearch2, lmmpar, loggle, logiBin, lpirfs, lsbclust, mSTEM, marqLevAlg, metaheur, metricTester, mgwrsar, mimi, minimaxdesign, missMDA, mistral, mlbgameday, mma, moc.gapbk, momentuHMM, mpath, mplot, mrMLM, mrMLM.GUI, mstherm, multiApply, multimark, multiviewtest, myTAI, npregfast, odpc, opentraj, optiSel, otrimle, packMBPLSDA, paleoTS, parallelML, parallelSVM, parboost, pathfindR, penDvine, pencopulaCond, phenomap, phenopix, phylocurve, polymapR, postDoubleR, preprocomb, preprosim, prioritizr, productivity, prozor, psgp, psymonitor, pterrace, qad, qgam, qrsvm, qualypsoss, rENA, rSHAPE, randomUniformForest, raptr, rayshader, rcarbon, redist, regRSM, rem, reval, riskRegression, robustBLME, robustrao, rrepast, rrscale, rsppfp, santaR, scoper, scorecard, sdPrior, secsse, segMGarch, semsfa, sen2r, shazam, sigminer, simPop, skpr, skyscapeR, smacof, smam, sparr, sparsevar, spatial.tools, spmoran, sptemExp, stUPscales, staRdom, superml, survidm, synbreed, tempoR, tigger, tsensembler, tuts, ubiquity, ukbtools, unsystation, updog, varclust, viewshed3d, vqtl, windfarmGA, worldmet.

Depended on by ADMMsigma, CVglasso, GaussianHMM1d, GiNA, HMMcopula, IDSpatialStats, JMbayes, MEGENA, MixRF, MonoInc, NNS, OmicKriging, PINSPlus, REPTILE, RGBM, Rlda, Rlof, RootsExtremaInflections, SCPME, SDDE, SEA, SIMMS, SISIR, SamplingStrata, adabag, conformalClassification, dCovTS, evian, gdm, glmm, gofCopula, idmTPreg, integIRTy, kcpRS, mSimCC, mbclusterwise, mutSignatures, perspectev, poolfstat, ramsvm, randomGLM, rlfsm, sRDA, sdcTarget, sglOptim, simMP, sms, turboEM, unbalanced, weightQuant.

Suggested by BSL, BaTFLED3D, BootstrapQTL, CAST, CPAT, CircSpaceTime, DiceKriging, EGRET, EGRETci, EZtune, FSelectorRcpp, FixedPoint, GA, GAparsimony, HTSSIP, INDperform, Interatrix, MKmisc, ML.MSBD, MachineShop, NPflow, NetMix, PLMIX, POUMM, ParBayesianOptimization, PhylogeneticEM, ProcMod, R.SamBada, SIBERG, SNPknock, SimRVPedigree, SpatialPosition, TcGSA, VICmodel, WRTDStidal, XGR, adamethods, basket, batchtools, bayesboot, bayou, betapart, clustvarsel, crawl, cutpointr, data.tree, datafsm, dnet, doRNG, dtwclust, epiGWAS, evolqg, fitPoly, ggroups, glmnetUtils, greybox, hdnom, iml, inlmisc, intercure, intkrige, isocat, mcmcderive, msaenet, msm, pROC, pbo, pdp, permutes, plyr, pre, protr, rDNAse, rangeMapper, recmap, resemble, robustbase, rpg, scanstatistics, segmentr, sentometrics, simsalapar, solarius, spant, ss3sim, stR, text2vec, valuer, vip.

Enhanced by foreach, gapfill.


See at CRAN