foreach: Provides Foreach Looping Construct

Support for the foreach looping construct. Foreach is an idiom that allows for iterating over elements in a collection, without the use of an explicit loop counter. This package in particular is intended to be used for its return value, rather than for its side effects. In that sense, it is similar to the standard lapply function, but doesn't require the evaluation of a function. Using foreach without side effects also facilitates executing the loop in parallel.

Version: 1.5.2
Depends: R (≥ 2.5.0)
Imports: codetools, utils, iterators
Suggests: randomForest, doMC, doParallel, testthat, knitr, rmarkdown
Published: 2022-02-02
DOI: 10.32614/CRAN.package.foreach
Author: Folashade Daniel [cre], Hong Ooi [ctb], Rich Calaway [ctb], Microsoft [aut, cph], Steve Weston [aut]
Maintainer: Folashade Daniel <fdaniel at microsoft.com>
BugReports: https://github.com/RevolutionAnalytics/foreach/issues
License: Apache License (== 2.0)
URL: https://github.com/RevolutionAnalytics/foreach
NeedsCompilation: no
Materials: README NEWS
In views: HighPerformanceComputing
CRAN checks: foreach results

Documentation:

Reference manual: foreach.pdf
Vignettes: foreach
nested

Downloads:

Package source: foreach_1.5.2.tar.gz
Windows binaries: r-devel: foreach_1.5.2.zip, r-release: foreach_1.5.2.zip, r-oldrel: foreach_1.5.2.zip
macOS binaries: r-release (arm64): foreach_1.5.2.tgz, r-oldrel (arm64): foreach_1.5.2.tgz, r-release (x86_64): foreach_1.5.2.tgz, r-oldrel (x86_64): foreach_1.5.2.tgz
Old sources: foreach archive

Reverse dependencies:

Reverse depends: adabag, biganalytics, bigparallelr, bigSurvSGD, bumphunter, cellmigRation, CenBAR, cffdrs, changepointTests, cnvGSA, conformalClassification, CopulaInference, CoTiMA, crso, cubfits, datanugget, ddsPLS, Diderot, DNMF, doFuture, doMC, doMPI, doParallel, doRedis, doRNG, doSNOW, drugdevelopR, DTRlearn2, ellipticalsymmetry, ENmix, EPX, evian, fitPS, flowMerge, GA, gam, gamlss.foreach, GAparsimony, GaussianHMM1d, genlogis, GiNA, gmDatabase, gpmap, iIneq, integIRTy, kcpRS, LipidMS, localgauss, MEGENA, MineICA, MixedIndTests, MixRF, MonoInc, Moonlight2R, MoonlightR, mSimCC, mutSignatures, octad, PAGWAS, perms, perspectev, PortfolioAnalytics, R2BEAT, ramr, ramsvm, randomGLM, RegParallel, REPTILE, resilience, RGBM, rlfsm, Rlof, RootsExtremaInflections, RPPASPACE, s4vd, SCAN.UPC, SCdeconR, scRNAtools, SEA, selfingTree, SeqKat, simMP, SIMMS, SISIR, skewMLRM, sms, SpeTestNP, sRDA, sta, survSNP, TPEA, turboEM, vtpnet, weightQuant, yaConsensus
Reverse imports: AATtools, abcrf, abn, adamethods, adapt4pv, adaptDiag, ADAPTS, adductomicsR, adjustedCurves, ADMM, ADMMsigma, AEenrich, ag5Tools, AICcPermanova, aifeducation, aihuman, aliases2entrez, AMARETTO, ANCOMBC, AneuFinder, ApacheLogProcessor, APIS, arf, Arothron, ashapesampler, asremlPlus, assignPOP, astrochron, atakrig, autohrf, autoMrP, autoRasch, autostsm, avotrex, AZIAD, BaalChIP, bagged.outliertrees, BANDITS, basket, baskexact, basksim, BayesBinMix, bayesCureRateModel, BayesfMRI, BayesianPlatformDesignTimeTrend, bayNorm, bcf, bdc, BDWreg, benchmarkme, BERT, bestNormalize, betaclust, betaHMM, betapart, bhmbasket, biclustermd, BIEN, bigDM, bigergm, bigsnpr, bigstatsr, bingat, biomod2, bisque, biwavelet, blackbox, BlockMissingData, bootcluster, bootPLS, BootstrapQTL, borealis, BPRMeth, brada, brainGraph, breakpoint, breakpointR, BSGW, BSL, bst, bstrl, BuyseTest, bvhar, BVSNLP, C443, calibrar, CalibratR, cape, caret, CARRoT, catlearn, cats, cauchypca, cauphy, causalCmprsk, cbl, ccmap, CDatanet, cdcatR, cdmTools, celda, cellbaseR, cemco, CFC, cgaim, chicane, chromstaR, CHRONOS, CICI, CIMTx, circularEV, clespr, clinDR, clogitLasso, clordr, ClusROC, ClustAll, ClustAssess, Clustering, ClusterVAR, ClustVarLV, clustvarsel, CNVPanelizer, CNVScope, cogena, CohortPlat, cola, colocalized, comapr, COMPASS, ComplexHeatmap, Compositional, CompositionalML, condSURV, CONFESS, confintROB, CoNI, conleyreg, conStruct, contsurvplot, CopernicusDEM, CopulaCenR, copyseparator, corr2D, Counterfactual, covdepGE, CovTools, CoxICPen, cpfa, cpi, cpmBigData, CptNonPar, creditmodel, CRImage, crlmm, crosstalkr, crt2power, CRTConjoint, csa, cutpointr, cv, CVglasso, cvwrapr, cytominer, DAISIE, DAPAR, dartR, dartR.base, dartR.sexlinked, dataprep, DatastreamDSWS2R, dcanr, dCovTS, DCSmooth, deconvR, deepgp, DegNorm, DEGRE, deltaccd, dendroNetwork, DepecheR, detectR, detrendr, diagL1, DiceView, DifferentialRegulation, Dire, Directional, dissever, distantia, distinct, dMod, DMtest, dQTG.seq, drimmR, drugDemand, DTDA, DTDA.cif, dtwclust, dynamAedes, dynetNLAResistance, DynForest, E4tools, earlygating, EBASE, ecocbo, ecoCopula, econet, ecospat, EFDR, EGRET, ei, eicm, EmiStatR, eNchange, ENMeval, enmpa, enmSdmX, enpls, EnsembleBase, envi, EpiMix, EpiModel, EpiSemble, ESTER, EstimDiagnostics, Euclimatch, evapoRe, EventPointer, evinf, ewoc, EWSmethods, ExpImage, extBatchMarking, ExtremalDep, ExtrPatt, exuber, ezCutoffs, fabisearch, fabMix, FairMclus, fastcmprsk, fastLink, fastnet, fastshap, FastStepGraph, FAVAR, fcScan, fda.usc, fdaMocca, fdANOVA, fdaSP, fdasrvf, fDMA, fect, FGLMtrunc, fHMM, fiberLD, FilterFFPE, finnts, fitPoly, flintyR, FLORAL, FMM, fnets, forecastHybrid, forensIT, FourWayHMM, FSelectorRcpp, fsemipar, FuncNN, funData, funGp, FuzzyClass, fuzzyforest, fxTWAPLS, GAGBLUP, GALLO, gambin, gamCopula, gamlss.ggplots, gamreg, gamsel, gapclosing, gapfill, GB5mcPred, gbts, gdm, gdpc, GeDS, geeVerse, GENLIB, GenomAutomorphism, GenoTriplo, GEOfastq, GeoModels, geoTS, gep2pep, gespeR, gestate, GFDmcv, gfiExtremes, GGIR, GGMnonreg, GGoutlieR, GLIDE, glmm, glmnet, glmtlp, glmtrans, gmGeostats, GmicR, GMMAT, gmtFD, gofCopula, GOpro, GPM, gratis, groupedSurv, growthcleanr, gsbm, gscaLCA, GSgalgoR, gsrs, gsynth, GUniFrac, GWEX, GWLelast, GWpcor, GWRM, handwriter, HaploCatcher, HarmonizR, hdbinseg, HDCI, hdcuremodels, hdmed, hdnom, HEMDAG, hettx, HextractoR, hiAnnotator, HIMA, hindex, hlt, HMP, HMPTrees, hscovar, hwep, hybridModels, hyperbolicDEA, hypervolume, iBART, icardaFIGSr, iccTraj, icenReg, IceSat2R, IDmining, iemisc, IETD, IFAA, ihclust, ILoReg, imabc, imageseg, imanr, IMAS, inctools, infercnv, inferCSN, influential, Information, Infusion, intamap, intccr, InteractionPoweR, interflex, intmed, iprior, IsoBayes, isocat, isoWater, IVAS, ivDiag, iZID, jackknifeR, jackstrap, JMbayes, joineRML, JOUSBoost, jrSiCKLSNMF, jSDM, kdevine, kdry, kernelshap, kernhaz, kfa, kissDE, kko, kmBlock, Kmedians, knnp, KScorrect, LACE, landsepi, latentcor, latrend, lboxcox, LCAvarsel, lcc, ldamatch, ldsep, ldsr, leakyIV, LeArEst, leastcostpath, LEGIT, lfl, lfmm, limorhyde2, LMMstar, lnmCluster, logiBin, LOMAR, LorenzRegression, lpirfs, lqmix, lsbclust, LSEbootLS, LWFBrook90R, M3C, mable, MachineShop, MAGEE, MAGMA.R, MAGNAMWAR, MAI, MarketMatching, Markovchart, marqLevAlg, MarZIC, matchFeat, MatrixMixtures, MAZE, mazeinda, mbest, mclustAddons, mcmsupply, MCPModBC, MCPtests, MDBED, Mediana, MedianaDesigner, Melissa, MERO, merTools, messina, metadeconfoundR, metagenomeSeq, metaplus, meteo, methodical, MethylMix, metsyn, mevr, MFPCA, MFSIS, MG1StationaryProbability, mgwrsar, mi4p, miceRanger, MicrobiomeStat, MicrobiotaProcess, midasml, mimi, MiMIR, mina, MinimumDistance, misclassGLM, missForest, missMDA, misspi, mistral, MJMbamlss, ML.MSBD, MLSeq, mmb, mnet, modACDC, modeltime, moderate.mediation, momentuHMM, monoClust, mop, moreparty, Morpho, mpath, MPI, mplot, mpower, MRFA, mrMLM, mrMLM.GUI, MSA2dist, msaenet, MSCquartets, mslp, MSmix, MSnID, MSPRT, msPurity, mSTEM, MSTest, mstherm, mtlgmm, multiApply, multiFANOVA, multilevelcoda, multilevLCA, multinomialLogitMix, MultipleBubbles, MultIS, mvhtests, mvMAPIT, mvs, MXM, myTAI, mzID, NADIA, NAP, NCA, NCC, nebula, nestedcv, nestedmodels, netcom, netDx, netprioR, NetRep, NetSAM, nett, NetworkDistance, NetworkExtinction, NetworkToolbox, netZooR, NeuroDecodeR, nimbleCarbon, nlstac, NMF, NNS, noisyr, NonParRolCor, nonprobsvy, npcs, npcurePK, npregfast, nprotreg, NRejections, OBL, ODRF, oem, oligoClasses, OmicKriging, opdisDownsampling, openPrimeR, opGMMassessment, optimalFlow, optiSel, ORION, ormBigData, otrimle, packMBPLSDA, PADOG, paleoTS, PanelMatch, paramsim, ParBayesianOptimization, pareg, ParetoPosStable, parglms, parseRPDR, PartialNetwork, PAsso, PAST, pathfindR, pbo, pchc, pdp, peakPantheR, pec, peco, pemultinom, pencal, pencopulaCond, personalized, personalized2part, pGRN, phenex, PhenoGeneRanker, phenopix, phers, PhylogeneticEM, phyloseq, phytools, PINSPlus, pksensi, plasso, pliman, PLMIX, plnr, pmartR, pmparser, PNAR, polymapR, polypharmacy, polyqtlR, polywog, pomdp, poolABC, poolfstat, potential, POUMM, powerPLS, powerTCR, ppcseq, PQLseq, pRecipe, preciseTAD, predhy, predhy.GUI, primerTree, ProcMod, productivity, prospectr, psborrow, psgp, ptairMS, PTE, PUGMM, PUlasso, purgeR, PWEXP, qfa, QTL.gCIMapping, QTL.gCIMapping.GUI, qtlpoly, QuadratiK, quantro, quickNmix, QurvE, R2MLwiN, RABR, RaJIVE, randomLCA, randomUniformForest, rapidsplithalf, RaSEn, rassta, rasterdiv, rayshader, rBayesianOptimization, Rbec, rcarbon, rcontroll, Rcpi, Rcrawler, ReactomeContentService4R, ReactomeGraph4R, rechaRge, reddPrec, redist, redistmetrics, refreg, regda, regDIF, regRSM, ReIns, relgam, rem, remiod, remotePARTS, REMP, rENA, ReporterScore, representr, resemble, rgenius, RGMM, rGREAT, RHybridFinder, riAFTBART, RiboDiPA, rifi, rifiComparative, RISCA, riskRegression, riskscores, riverconn, RJcluster, RKEEL, RLumCarlo, RMediation, rmfanova, RMixtCompIO, RMSDp, RMTL, rnaCrosslinkOO, RNAmf, RNAseqCovarImpute, Rnmr1D, RobGARCHBoot, robmixglm, RobRegression, robust2sls, robustBLME, robustrao, Robyn, RolDE, ROptimus, RPDTest, rpm, RprobitB, rrepast, Rrepest, RRphylo, RRreg, RSC, rSHAPE, rsides, rsppfp, rTwig, runexp, rusda, RZooRoH, SAMGEP, santaR, sars, SAVER, SC3, scBio, scCB2, scDHA, scMultiSim, SCOPE, scoper, SCOR, scorecard, SCORNET, scpi, scRecover, seeker, segmentr, segMGarch, SemiPar.depCens, semsfa, semverutils, sensitivity, SenTinMixt, sentometrics, sephora, seqimpute, seriation, SGP, SharkDemography, shazam, shinyepico, ShortForm, SIDES, SimFFPE, simphony, simPop, SimSurvey, simtrial, SingleCellSignalR, singleRcapture, sivs, skipTrack, skpr, skyscapeR, SLEMI, SLOPE, smacof, smam, smartsnp, sMSROC, snpAIMeR, SNPannotator, soundgen, spAbundance, sparr, sparrpowR, SparseMDC, spatialRF, SpaTopic, spatPomp, speaq, spectr, sperich, sphunif, SpiceFP, splitSelect, spmoran, spOccupancy, SPUTNIK, ss3sim, SSDM, ssdtools, SSLR, Sstack, stablespec, stacks, StAMPP, staRdom, starvars, STATegRa, statgenMPP, statgenQTLxT, statGraph, stfit, stgam, StochBlock, stR, StrucDiv, sureLDA, survidm, SurvSparse, survstan, TAG, taxize, TCIU, tclust, TDApplied, tehtuner, TEKRABber, telefit, TempStable, TestDesign, text2map, TGS, tidyclust, tigger, tip, TitanCNA, TopKSignal, TPP, TPP2D, track2KBA, trackeR, trackeRapp, TraMineRextras, transcriptogramer, transfR, treesliceR, TRexSelector, TriadSim, TRONCO, truh, tsDyn, tsensembler, tsmp, TSP, tune, ubiquity, ukbtools, Uniquorn, unsystation, updog, VanillaICE, varclust, vardpoor, varitas, varTestnlme, vectorwavelet, VertexWiseR, VIC5, vip, viscomplexr, vmeasur, voiceR, VSURF, VUROCS, wavClusteR, WaverideR, WebGestaltR, WeightedCluster, WES, WGCNA, worldmet, WpProj, WRTDStidal, wxgenR, xcore, xray, YaleToolkit, ZIPFA
Reverse suggests: AdaptGauss, ade4, admix, agcounts, arrangements, azuremlsdk, batchtools, bayesboot, BayesFactor, binomialRF, BiocParallel, biopixR, blockmodeling, BloodCancerMultiOmics2017, cardelino, CircSpaceTime, clustermq, combiter, CPAT, data.tree, datafsm, DEoptim, DiceKriging, dispositionEffect, Distance, dplR, drtmle, ecpc, evolqg, eyetrackingR, fdrci, FinancialInstrument, FixedPoint, flowml, fPASS, fxregime, GENIE3, ggroups, GMCM, greybox, Interatrix, InterpretMSSpectrum, intkrige, ISAnalytics, iterators, iterors, iterpc, itertools, JWileymisc, kergp, kfino, kselection, lavaSearch2, legion, limorhyde, lmeresampler, mcgf, MetaNet, MHD, miaSim, mikropml, mixvlmc, MKclass, MKmisc, MoBPS, MOFA2, msm, neuroim, NPflow, paxtoolsr, pctax, pcutils, plyr, pre, progressr, projpred, protr, ptycho, RAINBOWR, RBesT, rcellminer, RcisTarget, RCTS, rioja, rlibkriging, RnBeads, robustbase, rSPDE, safe, SAMprior, scanstatistics, semPower, sgsR, simDAG, simsalapar, smooth, spaMM, sparklyr, SpatialPosition, steps, StepwiseTest, strucchange, strucchangeRcpp, SuRF.vs, swag, tableschema.r, TcGSA, templateICAr, treedater, wflo
Reverse enhances: AUCell, CellNOptR, CNORode

Linking:

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