From a8f8916f58e139049c476ebaf3ca6c2c89ba1d78 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 07:19:53 +0100 Subject: [PATCH 1/9] cleaned up cli calling --- .gitignore | 4 + .idea/.gitignore | 3 - .idea/dictionaries/kevin.xml | 30190 --------------------------- .idea/libraries/R_User_Library.xml | 6 - .idea/misc.xml | 10 - .idea/modules.xml | 8 - .idea/scaden.iml | 13 - .idea/vcs.xml | 6 - conda.recipe/meta.yaml | 55 - environment.yml | 2 +- scaden/__init__.py | 3 + scaden/__main__.py | 145 +- scaden/cli.py | 138 - scripts/scaden | 14 - setup.py | 2 +- 15 files changed, 153 insertions(+), 30446 deletions(-) delete mode 100644 .idea/.gitignore delete mode 100644 .idea/dictionaries/kevin.xml delete mode 100644 .idea/libraries/R_User_Library.xml delete mode 100644 .idea/misc.xml delete mode 100644 .idea/modules.xml delete mode 100644 .idea/scaden.iml delete mode 100644 .idea/vcs.xml delete mode 100644 conda.recipe/meta.yaml delete mode 100644 scaden/cli.py delete mode 100755 scripts/scaden diff --git a/.gitignore b/.gitignore index c0c219b..eda44ab 100644 --- a/.gitignore +++ b/.gitignore @@ -122,3 +122,7 @@ dmypy.json # Pyre type checker .pyre/ + +# extra +.idea +scaden.egg-info \ No newline at end of file diff --git a/.idea/.gitignore b/.idea/.gitignore deleted file mode 100644 index 0e40fe8..0000000 --- a/.idea/.gitignore +++ /dev/null @@ -1,3 +0,0 @@ - -# Default ignored files -/workspace.xml \ No newline at end of file diff --git a/.idea/dictionaries/kevin.xml b/.idea/dictionaries/kevin.xml deleted file mode 100644 index 01ac3b1..0000000 --- a/.idea/dictionaries/kevin.xml +++ /dev/null @@ -1,30190 +0,0 @@ - - - - . - ...elt - ...length - ..2dge - ..getNamespace - ..stacktraceoff.. - ..stacktraceon.. - .ArgsEnv - .AutoloadEnv - .BY - .BaseNamespaceEnv - .C - .C2nC - .C64 - .C_R_addTaskCallback - .C_R_getTaskCallbackNames - .C_R_removeTaskCallback - .Call - .Call.graphics - .Call2 - .Defunct - .Deprecated - .Device - .Devices - .DollarNames - .DollarNames.GRanges - .DollarNames.GenomicRanges - .DollarNames.Hub - .DollarNames.RangedSummarizedExperiment - .DollarNames.SummarizedExperiment - .EACHI - .EmptyPrimitiveSkeletons - .External - .External.graphics - .External2 - .F_dchdc - .F_dqrcf - .F_dqrdc2 - .F_dqrqty - .F_dqrqy - .F_dqrrsd - .F_dqrxb - .F_dtrco - .First.sys - .Fortran - .GRP - .GenericArgsEnv - .GlobalEnv - .Hub - .I - .Internal - 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.__C__weight01Expr - .__C__weight01Score - .__C__weightCount - .__C__while - .__C__xmlSchemaAttributeGroupRef - .__C__xmlSchemaAttributeRef - .__C__xmlSchemaElementRef - .__C__xmlSchemaNotationRef - .__C__xmlSchemaRef - .__C__xmlSchemaTypeRef - .__C__xscale - .__C__xsparseVector - .__C__xyPoint - .__C__yaxisStyle - .__C__zMatrix - .__C__zsparseVector - .__H__.cbind - .__H__.rbind - .__S3MethodsTable__. - .amatch_bounds - .amatch_costs - .asmatrix - .axisPars - .bdiag - .bincode - .buildAnnotateOpts - .by2seconds - .cache_class - .carEnv - .checkMFClasses - .chrName - .classEnv - .colMeans - .colSums - .combine.performance.objects - .compressTipLabel - .compute.unnormalized.roc.curve - .construct.linefunct - .countsInNode - .data - .day.of.week - .db_close - .debugMethod - .decode_numeric_version - .define.environments - .dense2sy - .deparseOpts - .detach - .diag.dsC - .diag2mat - .diag2sT - .diag2tT - .diagU2N - .difftime - .doCache - .doHyperGTest - .doTrace - .doTracePrint - .downsample - .dropEdges - .dsy2dsp - .dsy2mat - .dxC2mat - .dynLibs - .easter - .easterSunday - .efetch - .encode_numeric_version - .endpoints - .expand_R_libs_env_var - .export - .farg - .filled.contour - .find.package - .format.zeros - .formatFinCenter - .formatSparseSimple - .ftM2other - .garg - .genDaylightSavingTime - .genesInNode - .get.arglist - .getIdTag - .getNamespace - .getNamespaceInfo - .getNcbiURL - .getRNG - .getRequiredPackages - .getRequiredPackages2 - .getXlevels - .gt - .gtn - .handleSimpleError - .handleXML - .hasSlot - .httr_proxy - .hub_option_key - .igraph.progress - .igraph.status - .import - .inplaceReplaceLetterAt - .intersection.point - .isMethodDebugged - .isMethodsDispatchOn - .isOpen - .isPOSIX - .julian - .kappa_tri - .knownS3Generics - .kronecker - .last.of.nday - .leap.seconds - .libPaths - .lm.fit - .lmrob.hat - .m2dgC - .m2lgC - .m2ngC - .makeMessage - .make_numeric_version - .map.range - .mapply - .maskedMsg - .mclapply - .mergeExportMethods - .mergeImportMethods - .methodsNamespace - .midnightStandard - .month.day.year - .nC2d - .nC2l - .nknots.smspl - .noGenerics - .nth.of.nday - .on.or.after - .on.or.before - .packageStartupMessage - .packages - .path.package - .performance.accuracy - .performance.auc - .performance.calibration.error - .performance.chisq - .performance.cost - .performance.error.rate - .performance.expected.cost - .performance.f - .performance.false.negative.rate - .performance.false.positive.rate - .performance.lift - .performance.mean.cross.entropy - .performance.mutual.information - .performance.negative.predictive.value - .performance.odds.ratio - .performance.phi - .performance.plot.canvas - .performance.plot.horizontal.avg - .performance.plot.no.avg - .performance.plot.threshold.avg - .performance.plot.vertical.avg - .performance.positive.predictive.value - .performance.precision.recall.break.even.point - .performance.prediction.conditioned.fallout - .performance.prediction.conditioned.miss - .performance.rate.of.negative.predictions - .performance.rate.of.positive.predictions - .performance.rocconvexhull - .performance.root.mean.squared.error - .performance.sar - .performance.true.negative.rate - .performance.true.positive.rate - .plot.performance - .popath - .postForm - .preformat.ts - .primTrace - .primUntrace - .print.via.format - .psi.const - .psi.ggw.findc - .psi.lqq.findc - .psi2ipsi - .pt - .rbind.data.table - .readRDS - .regularize.Mpsi - .rmpkg - .romans - .rowMeans - .rowSums - .row_names_info - .runApp - .sarg - .saveRDS - .sdate - .sday.of.week - .select.args - .select.prefix - .selectSuperClasses - .setAffyOptions - .setRNG - .setUp - .set_row_names - .signalSimpleWarning - .signflip - .silenceF - .sjulian - .sleap.year - .slice.run - .slotNames - .solve.dgC.chol - .solve.dgC.lu - .solve.dgC.qr - .sparseDiagonal - .standard_regexps - .stroke - .subset - .subset2 - .subsetByPython - .subsetBySpan - .subsetCode - .symDiagonal - .tearDown - .trDiagonal - .traceback - .transformAccession - .tryResumeInterrupt - .uncompressTipLabel - .undebugMethod - .untracedFunction - .updateCHMfactor - .userHooksEnv - .valid.factor - .validateCsparse - .valueClassTest - .wgtFUN.covComed - .wgtFUN.covMcd - .whichFormat - A1_to_R1C1 - AAMultipleAlignment - AAString - AAStringSet - AAStringSetList - AA_ALPHABET - AA_PROTEINOGENIC - AA_STANDARD - AAsubst - ABH.h0 - ACC2homology - ACCNUMStats - ACF - AES - AIC - AIC.nlrq - AIC.rq - AIC.rqs - AIC.rqss - ALL - ALRAChooseKPlot - AMINO_ACID_CODE - AMSsurvey - AMUSE - ANSI - API - ARMAacf - ARMAtoMA - ASCII - ASCII.BEL - ASCII.BS - ASCII.CR - ASCII.DC1 - ASCII.DC3 - ASCII.ESC - ASCII.FF - ASCII.HT - ASCII.LF - ASCII.SI - ASCII.SO - ASCIIfy - AST - AUC - AUC_lnK_R_NX - AUCi - AUTH_ANY - AUTH_ANYSAFE - AUTH_BASIC - AUTH_DIGEST - AUTH_DIGEST_IE - AUTH_GSSNEGOTIATE - AUTH_NONE - AUTH_NTLM - AUTH_NTLM_WB - AUTH_ONLY - Abidjan - Accession - Accra - AccumulateCallback - Adak - AddMetaData - AddModuleScore - Addis_Ababa - Adelaide - Aden - Adler - Adobe_glyphs - Advent1st - Advent2nd - Advent3rd - Advent4th - AffyRNAdeg - AgEdge - AgNode - Aggregate - Aids2 - AirPassengers - Alfalfa - Algiers - AlignedDataFrame - AlignedRead - AlignedReadTrack - AlignmentsTrack - AllButCelsForReadAffy - AllSaints - AllSouls - AllVariants - Almaty - Amman - Amsterdam - Anadyr - Anchorage - Andorra - Angell - Anguilla - Animals - Animals2 - Anno450K - AnnoEPIC - AnnoOrEntrezIdentifier - AnnotatedDataFrame - AnnotationDbi - AnnotationFilter - AnnotationFilterList - AnnotationForge - AnnotationHub - AnnotationIdentifier - AnnotationTrack - Annunciation - Anova - Anscombe - Antananarivo - Antigua - AovSum - Apia - Appalachia - ApplyPileupsParam - Aqtau - Aqtobe - Araguaina - ArcObj2SLDF - Arg - Args - Arguments - Arith - ArrayArbitraryGrid - ArrayIntensity - ArrayRegularGrid - ArrayViewport - ArrayWeights - Arrests - Aruba - As.mcmc.list - Ascension - AsciiToInt - AshWednesday - Ashgabat - Asmara - Assay - Assays - Assert - AssumptionOfMary - Asuncion - Asymbound - AsympH0 - Async - AsyncVaried - Athens - Atikokan - Auckland - AugmentPlot - AutoEncoder - AverageExpression - Axis - AxisSecondary - Axt - Azores - BASH - BASHCompact - BASHDiffuse - BASHExtended - BBmisc - BD - BED15File - BEDFile - BEDGraphFile - BEDPEFile - BEPS - BH - BIC - BJsales - BLOSUM100 - BLOSUM45 - BLOSUM50 - BLOSUM62 - BLOSUM80 - BMIQ - BOD - BOTHlabels - BROWSE - BS.chr22 - BSgenome - BSgenome.Hsapiens.UCSC.hg19 - BSgenome.Hsapiens.UCSC.hg38 - BSgenomeViews - BSmooth - BSmooth.tstat - BSseq - BSseqStat - BSseqTstat - BString - BStringSet - BStringSetList - BTC - BTY - BYlogreg - Baghdad - Bahia - Bahrain - Baku - BamFile - BamFileList - BamSampler - BamViews - Bamako - Bangkok - Bangui - Banjul - Barbados - BarcodeInflectionsPlot - BasicObject - BatchJobs - BatchJobsParam - Baumann - BayesFactor - BcfFile - BcfFileList - Bdists - BeadDataPackR - Bechtoldt - Bechtoldt.1 - Bechtoldt.2 - Beirut - Belem - Belgrade - Belize - Berlin - Bermuda - Beta2M - Bfox - BiasedUrn - BigWigFile - BigWigFileList - BigWigSelection - Biobase - BiocGenerics - BiocInstaller - BiocParallel - BiomartGeneRegionTrack - Biostrings - BirthOfVirginMary - Bishkek - Bissau - Bk - Bk_permutations - Bk_plot - BlackAndWhite - Blackmore - Blantyre - Block.GUI - Blocks - BlueAndRed - Boa_Vista - BodyWeight - Bogota - Boise - BoldTitle - Boot - BootOneRefFreeEwasModel - BootRefFreeEwasModel - Bosco - Boston - Box.test - BoxCoxTrans - BoxingDay - Boxplot - Bratislava - Brazzaville - BregFix - Brisbane - BroadCollection - Broken_Hill - Brunei - Brussels - Bucharest - Budapest - BuenosAires - Buenos_Aires - BuildClusterTree - Bujumbura - BulkFlu - BunchKaufman - Burt - By - C - C.Monatsname - C.Wochentag - C.Wochentagkurz - C.weekday - CA - CACanadaDay - CACivicProvincialHoliday - CADM.global - CADM.post - CAFamilyDay - CAGEr - CALabourDay - CAThanksgivingDay - CAVictoriaDay - CAex - CCmaps - CES11 - CET - CFILE - CHAscension - CHBerchtoldsDay - CHConfederationDay - CHKnabenschiessen - CHSechselaeuten - CIDFont - CIGAR_OPS - CIcdfplot - CJ - CKME - CLIENT_COMPRESS - CLIENT_CONNECT_WITH_DB - CLIENT_FOUND_ROWS - CLIENT_IGNORE_SIGPIPE - CLIENT_IGNORE_SPACE - CLIENT_INTERACTIVE - CLIENT_LOCAL_FILES - CLIENT_LONG_FLAG - CLIENT_LONG_PASSWORD - CLIENT_MULTI_RESULTS - CLIENT_MULTI_STATEMENTS - CLIENT_NO_SCHEMA - CLIENT_ODBC - CLIENT_PROTOCOL_41 - CLIENT_RESERVED - CLIENT_SECURE_CONNECTION - CLIENT_SSL - CLIENT_TRANSACTIONS - CLL_covariates - CLL_data - CNA - CNE - CNE12 - CNE21 - CNEDanRer10Hg38 - CNEDensity - CNEFinal - CNEHg38DanRer10 - CNEMerged - CNEr - CO2 - CO2data - COGravity - COMPACT - CPM - CPPdata - CRAN - CRAN.packages - CRAN_check_details - CRAN_check_issues - CRAN_check_results - CRAN_memtest_notes - CRAN_package_db - CRS - CST - CTSSclusteringMethod - CTSScoordinates - CTSSnormalizedTpm - CTSStagCount - CV - CVST - CaGalt - CaRemembranceDay - Cairo - CalculateBarcodeInflections - Calcutta - Cambridge_Bay - Campo_Grande - CanPop - Canary - Cancun - Cape_Verde - Caracas - Cars93 - Casablanca - Cascades - CaseMatch - Casey - Cassini - Catalan_elections - Catamarca - Category - Cayenne - Cayman - Cbind - CdsEndFilter - CdsStartFilter - Cefamandole - CelebrationOfHolyCross - CellCycleScoring - CellScatter - CellSelector - CellTypeMeans27K - CellTypeMeans450K - Cells - Center - Ceuta - ChAMP - ChAMPdata - ChIPseeker - Chagos - ChainFile - Chainlink - ChangeLog - CharacterList - Chatham - CheckBMIQ - Chicago - ChicagoO3 - ChickEgg - ChickWeight - Chihuahua - Chile - Chirot - Chisinau - Choibalsan - Cholesky - Chongqing - ChrBandTreeFromGraph - ChrCollection - ChristTheKing - Christmas - ChristmasDay - ChristmasEve - ChrlocCollection - ChunkCallback - Class - ClassStat - CleanupReporter - ClientValue - ClusterFuture - CmdArgsFunction - Cmetric - CobarOre - Cocos - CodingVariants - CoefMat - CoefMat.multigroupfit - Col - CollapseSpeciesExpressionMatrix - Colombo - Columns - ComBat - Combine - CombinePlots - Command - ComonGAP - Comoro - Compare - Complex - ComplexList - ComputedCollection - Conakry - 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FindIntegrationAnchors - FindMarkers - FindNeighbors - FindTransferAnchors - FindVariableFeatures - FiveUTRVariants - Florida - FlowSorted.DLPFC.450k - FontSize - Formaldehyde - Formula - Fortaleza - Frankenstein - Frankfurt - Freedman - Freetown - Friendly - FruchtermanReingold - Ftab - Funafuti - Function - Future - FutureCondition - FutureError - FutureGlobals - FutureMessage - FutureResult - FutureWarning - G.VS - GAGurine - GAlignmentPairs - GAlignments - GAlignmentsList - GBBankHoliday - GBMayDay - GBMilleniumDay - GBSummerBankHoliday - GC.content - GCD - GCcontent - GDS2MA - GDS2eSet - GENETIC_CODE - GENETIC_CODE_TABLE - GEOquery - GET - GE_SpatialGrid - GFF1File - GFF2File - GFF3File - GFFFile - GFFcolnames - GGally - GLtoGP - GM2.lvm - GM3.lvm - GNCList - GO - GO.db - GO2AllProbes - GO2heatmap - GOAllFrame - GOAllFrameIdentifier - GOBPANCESTOR - GOBPCHILDREN - GOBPOFFSPRING - GOBPPARENTS - GOCCANCESTOR - GOCCCHILDREN - GOCCOFFSPRING - GOCCPARENTS - GOCluster_Report - GOCollection - 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GetAssay - GetAssayData - GetColor - GetIntegrationData - GetModelFrame - Gibraltar - GiniMd - Ginzberg - Glace_Bay - GlaucomaMVF - Gleser - Globals - Glucose - Glucose2 - Godthab - Gompertz2 - GoodFriday - Goose_Bay - Gorsuch - Grand_Turk - Graph - Greene - Grenada - Grep - GridTopology - Guadalcanal - Guadeloupe - Guam - Guatemala - Guayaquil - Guernsey - Gun - Guyana - Guyer - Gviz - H0 - H2LGrouping - H5Aclose - H5Acreate - H5Adelete - H5Aexists - H5Aget_name - H5Aget_space - H5Aget_type - H5Aopen - H5Aopen_by_idx - H5Aopen_by_name - H5Aread - H5Awrite - H5Dclose - H5Dcreate - H5Dget_create_plist - H5Dget_space - H5Dget_storage_size - H5Dget_type - H5Dopen - H5Dread - H5Dset_extent - H5Dwrite - H5Fclose - H5Fcreate - H5Fflush - H5Fget_access_plist - H5Fget_create_plist - H5Fget_filesize - H5Fget_name - H5Fis_hdf5 - H5Fopen - H5Gclose - H5Gcreate - H5Gcreate_anon - H5Gget_info - H5Gget_info_by_idx - H5Gget_info_by_name - H5Gopen - H5Iget_name - H5Iget_type - H5Iis_valid - H5Lcreate_external - H5Lexists - H5Lget_info - H5Oclose - H5Oget_num_attrs - H5Oget_num_attrs_by_name - H5Oopen - H5Pclose - H5Pclose_class - H5Pcopy - H5Pcreate - H5Pequal - H5Pfill_value_defined - H5Pget_alloc_time - H5Pget_char_encoding - H5Pget_chunk - H5Pget_class - H5Pget_create_intermediate_group - H5Pget_fill_time - H5Pget_layout - H5Pget_libver_bounds - H5Pset_alloc_time - H5Pset_char_encoding - H5Pset_chunk - H5Pset_chunk_cache - H5Pset_create_intermediate_group - H5Pset_deflate - H5Pset_fill_time - H5Pset_fill_value - H5Pset_layout - H5Pset_libver_bounds - H5Sclose - H5Scopy - H5Screate - H5Screate_simple - H5Sget_simple_extent_dims - H5Sis_simple - H5Sselect_hyperslab - H5Sselect_index - H5Sset_extent_simple - H5Tcopy - H5Tset_size - H5close - H5garbage_collect - H5get_libversion - H5open - HCPC - HDF5Array - HDF5ArraySeed - HDF5RealizationSink - HDPHMMnegbin - HDPHMMpoisson - HDPHSMMnegbin - HEAD - HGID2homology - HGNChelper - HLLE - HLS - HMFA - HMMpanelFE - HMMpanelRE - HNF4alpha - HP.links - HPDinterval - HSV - HTML - HTMLheader - HTODemux - HTOHeatmap - HTTP_VERSION_1_0 - HTTP_VERSION_1_1 - HTTP_VERSION_LAST - HTTP_VERSION_NONE - HUGE - HULK - HVFInfo - Habituationdata - HairEyeColor - Halifax - Harare - Harbin - Harman.5 - Harman.8 - Harman.political - Harman23.cor - Harman74.cor - Hartnagel - Havana - Helsinki - Hermosillo - Hershey - HexPoints2SpatialPolygons - HighlightTrack - Highway1 - Hilbert - Hist - Hits - HitsList - Hmisc - Hobart - HoltWinters - Holzinger - Holzinger.9 - HongKong - Hong_Kong - Honolulu - Hovd - HoverLocator - Hsapiens - Hsets - HttpClient - HttpRequest - HttpResponse - I - IC.Cor.NA - IC.CorXW.NA - ICC - ICC2latex - ICL - ICLUST - ICLUST.cluster - ICLUST.graph - ICLUST.rgraph - ICLUST.sort - ID2EntrezID - ID2GO - ID2KEGG - IDATsToMatrices - IDATsToMatrices2 - IDATtoMatrix - IDATtoMatrix2 - IDateTime - IDvaluesGridTopology - IDvaluesSpatialPixels - IGF - IHW - IMCAEntrezLink - IPos - IQR - IRanges - IRangesList - ISOdate - ISOdatetime - ITAllSaints - 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MCMChregress - MCMCirt1d - MCMCirtHier1d - MCMCirtKd - MCMCirtKdRob - MCMClogit - MCMCmetrop1R - MCMCmixfactanal - MCMCmnl - MCMCnegbin - MCMCnegbinChange - MCMCoprobit - MCMCoprobitChange - MCMCordfactanal - MCMCpack - MCMCpoisson - MCMCpoissonChange - MCMCprobit - MCMCprobitChange - MCMCquantreg - MCMCregress - MCMCregressChange - MCMCresidualBreakAnalysis - MCMCtobit - MCbinomialbeta - MCmultinomdirichlet - MCnormalnormal - MCpoissongamma - MD - MDS - MEapply - MFA - MIAME - MISSING - MLE.Matern - MLE.Matern.fast - MLE.objective.fn - MLESpatialProcess - MLESpatialProcess.fast - MOFAtools - MPR - MPpenalty - MSEP - MST - MSbetween - MSwithin - MTP - MULTIseqDemux - MW.nm1 - MW.nm10 - MW.nm11 - MW.nm12 - MW.nm13 - MW.nm14 - MW.nm15 - MW.nm16 - MW.nm2 - MW.nm2.old - MW.nm3 - MW.nm4 - MW.nm5 - MW.nm6 - MW.nm7 - MW.nm8 - MW.nm9 - Macau - Maceio - Machines - Madeira - Madrid - Magadan - Mahe - Majuro - Makassar - Makesense - Malabo - Maldives - Malta - Mammals - Managua - Manaus - Mandel - 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NOBASEFIX - NOBLANKS - NOCDATA - NODICT - NOENT - NOERROR - NONET - NOWARNING - NOXINCNODE - NOdata - NOxEmissions - NP2009code - NPreg - NR - NROW - NS - NSBS - NSCLEAN - NSS.JD - NSS.SD - NSS.TD.JD - Nairobi - Name - Names - Names2names - Nassau - Nauru - Nclus - Ndists - Ndjamena - Nedge - Nedge.evonet - Nedge.multiPhylo - Nedge.phylo - Negate - Nethvote - NewChrBandTree - NewObject - NewYearsDay - NewYork - New_Salem - New_York - NextMethod - Niamey - Nicosia - Nile - Nipigon - Nitrendipene - Niue - Nnode - Nnode.multiPhylo - Nnode.phylo - NoAxes - NoGrid - NoLegend - Nome - Norfolk - NormalizeData - Noronha - Nouakchott - Noumea - Novosibirsk - NregFix - Ntip - Ntip.multiPhylo - Ntip.phylo - Null - NullCollection - NullIdentifier - NullVerbose - NumericList - NumericQuality - OBOCollection - OBOCollectionDatPkg - OBOHyperGParams - OBrienKaiser - OLD10 - OLDSAX - OME - OMIMCollection - ONEwise - OR - ORDER - ORDER.default - OUT - Oats - Object - OldWhichCells - Ollerenshaw - OlsonNames - Omsk - OnDiskLongTable - OnDiskLongTable_old - One2One - OnlyCodingTxFilter - Ontology - Ops - Ops.CompressedMatrix - Ops.Date - Ops.POSIXt - Ops.data.frame - Ops.difftime - Ops.factor - Ops.matrix.csr - Ops.matrix.diag.csr - Ops.numeric_version - Ops.ordered - OptionParser - OptionParserOption - Options - OptionsManager - Oral - Orange - OrchardSprays - Ornstein - Orthodont - Oslo - OsloTransect - Other - Ouagadougou - Ovary - OverlayTrack - Oxboys - Oxide - PAM120 - PAM250 - PAM30 - PAM40 - PAM70 - PATCH - PBG - PBmodcomp - PBmodcomp.lm - PBmodcomp.mer - PBmodcomp.merMod - PBrefdist - PBrefdist.lm - PBrefdist.mer - PBrefdist.merMod - PCA - PCAPlot - PCASigGenes - PCA_L1 - PCAgrid - PCAproj - PCHeatmap - PCdiagplot - PD - PDict - PEDANTIC - PErisk - PFMtoPWM - PLtoGP - PMIDAmat - PMIDCollection - POST - PP.test - PRISMelevation - PSEA - PST - PUT - PValue - PWAmat - PWM - PWMCutoff4.hg19.MotifDb.Hsap - PWMCutoff5.hg19.MotifDb.Hsap - PWMEnrich - PWMEnrich.Hsapiens.background - PWMLogn.hg19.MotifDb.Hsap - PWMPvalueCutoff1e2.hg19.MotifDb.Hsap - PWMPvalueCutoff1e3.hg19.MotifDb.Hsap - PWMPvalueCutoff1e4.hg19.MotifDb.Hsap - PWMUnscaled - PWMscoreStartingAt - Pacific - Package - Paginator - Pago_Pago - Pairs - PairsBootOneRefFreeEwasModel - PairsBootRefFreeEwasModel - PairwiseAlignments - PairwiseAlignmentsSingleSubject - Palau - PalmSunday - Palmer - Panama - Pangnirtung - Paramaribo - Paris - ParseFormula - PartitioningByEnd - PartitioningByWidth - PartitioningMap - PatchStat - PathwayList - PcaClassic - PcaCov - PcaGrid - PcaHubert - PcaLocantore - PcaProj - Peirce - Pentecost - PentecostMonday - PercentAxis - PercentageFeatureSet - Perth - Petersburg - PfamCollection - Phenobarb - Phnom_Penh - Phoenix - Phonemes - PhredQuality - PileupFiles - PileupParam - Pima.te - Pima.tr - Pima.tr2 - Pitcairn - Pixel - PlantGrowth - PlotClusterTree - Plots - Podgorica - PolyDimPlot - PolyFeaturePlot - PolySet2SpatialLines - PolySet2SpatialPolygons - Polygon - Polygons - Ponape - Pontianak - Port_Moresby - Port_of_Spain - Porto_Velho - Position - PositionDodge - PositionDodge2 - PositionFill - PositionIdentity - PositionJitter - PositionJitterdodge - PositionNudge - PositionPointsJitter - PositionPointsSina - PositionRaincloud - PositionStack - PostProbMod - PostScriptTrace - Pottery - Prague - Predict - Predict.matrix - Predict.matrix.Bspline.smooth - Predict.matrix.cr.smooth - Predict.matrix.cs.smooth - Predict.matrix.cyclic.smooth - Predict.matrix.duchon.spline - Predict.matrix.gp.smooth - Predict.matrix.mrf.smooth - Predict.matrix.pspline.smooth - Predict.matrix.random.effect - Predict.matrix.sf - Predict.matrix.soap.film - Predict.matrix.sos.smooth - Predict.matrix.sw - Predict.matrix.t2.smooth - Predict.matrix.tensor.smooth - Predict.matrix.tprs.smooth - Predict.matrix.ts.smooth - Predict.matrix2 - PredictMat - PresentationOfLord - Prestige - Procrustes - Progress - ProgressBar - Project - ProjectDim - Promax - PromoterVariants - PrositeCollection - ProtDomIdFilter - ProtGenerics - ProteinIdFilter - Psim - Puerto_Rico - Puromycin - PurpleAndYellow - Pyongyang - Q - QA - QAAdapterContamination - QACollate - QAData - QAFastqSource - QAFiltered - QAFlagged - QAFrequentSequence - QANucleotideByCycle - QANucleotideUse - QAQualityByCycle - QAQualityUse - QAReadQuality - QASequenceUse - QC.GUI - QCdata - QSreg - QTECox - QTps - QUnif - Q_NX - Q_global - Q_local - Qatar - QdaClassic - QdaCov - Qn - Qn.old - Qpenalty - QualityScaledAAStringSet - QualityScaledBStringSet - QualityScaledDNAStringSet - QualityScaledRNAStringSet - Quantile - Quantile2 - Quartet - Quickload - QuickloadGenome - Quinidine - Quinquagesima - Quote - Qyzylorda - R - R.CMD - R.SHLIB - R.Version - R.exec - R.home - R.methodsS3 - R.oo - R.utils - R.version - R.version.string - R1C1_to_A1 - R2 - R6 - R6Class - RANN - RBGL - RBioinf_group - RCMexample - RColorBrewer - RCurl - RECOVER - REML.test - RETRY - RG.MA - RGB - RGChannelSet - RGChannelSetExtended - RGsetEx - RGsetEx.sub - RMSE - RMSEP - RMelevation - RMprecip - RMySQL - RNAMultipleAlignment - RNAString - RNAStringSet - RNAStringSetList - RNA_ALPHABET - RNA_BASES - RNA_GENETIC_CODE - RNG - RNGdigest - RNGinfo - RNGkind - RNGrecovery - RNGseed - RNGseq - RNGseq_seed - RNGstr - RNGtype - RNGversion - ROC - ROCR - ROCR.hiv - ROCR.simple - ROCR.xval - ROWNAMES - RPMM - RRBS - RSQLite - RShowDoc - RSiteSearch - RStudio_reprompt - RTdata - RTdata2 - RUV1 - RUV2 - RUV4 - RUVI - RUVIII - RUVadj - RUVfit - RUVinv - RUVrinv - RUnit - RVindex - R_NX - R_system_version - Rabbit - Rad.cov - Rad.image.cov - Rad.simple.cov - Radbound - RadialBasis - Rail - Rainy_River - RanEffdata - Range.lvm - RangedData - RangedRaggedAssay - RangedSelection - RangesList - Rangoon - Rankin_Inlet - Rarotonga - RatPupWeight - Ratio - RatioSet - Rattribnames - RawList - RccViolationException - Rcmd - Rcpp - Rcpp.package.skeleton - Rcpp.plugin.maker - RcppArmadillo - RcppArmadillo.package.skeleton - RcppEigen - RcppEigen.package.skeleton - RcppLdFlags - RcppProgress - RcppRoll - Rd2HTML - Rd2ex - Rd2latex - Rd2txt - Rd2txt_options - RdSection2latex - RdTextFilter - Rd_args - Rd_combo - Rd_db - Rd_fun - Rd_help2txt - Rd_name - Rd_title - RdaCollection - Rdapply - Rdiff - Rdindex - RdistC - Rdo2Rdf - Rdo_Rcode - Rdo_append_argument - Rdo_args2txt - Rdo_args2txt_list - Rdo_collect_aliases - Rdo_comment - Rdo_create - Rdo_drop_empty - Rdo_empty - Rdo_empty_sections - Rdo_fetch - Rdo_flatinsert - Rdo_flatremove - Rdo_get_arg - Rdo_get_args - Rdo_get_argument_names - Rdo_get_insert_pos - Rdo_get_item_labels - Rdo_insert - Rdo_insert_element - Rdo_is_newline - Rdo_item - Rdo_locate - Rdo_locate_core_section - Rdo_locate_leaves - Rdo_macro - Rdo_macro1 - Rdo_macro2 - Rdo_modify - Rdo_modify_simple - Rdo_newline - Rdo_piece_types - Rdo_piecetag - Rdo_predefined_sections - Rdo_remove_srcref - Rdo_reparse - Rdo_replace_section - Rdo_section - Rdo_sections - Rdo_sectype - Rdo_set_sectag - Rdo_set_section - Rdo_show - Rdo_sigitem - Rdo_tag - Rdo_tags - Rdo_text - Rdo_verb - Rdo_which - Rdo_which_tag_eq - Rdo_which_tag_in - Rdoc - RdocException - Rdpack - Rdpack_bibstyles - Rdreplace_section - Rdtagapply - Re - Read10X - Read10X_h5 - ReadAffy - ReadAlevin - ReadAlevinCsv - ReadH5AD - Realdata - Recall - Recife - Recode - Reduce - RefFreeCellMix - RefFreeCellMixArray - RefFreeCellMixArrayDevianceBoot - RefFreeCellMixArrayDevianceBoots - RefFreeCellMixArrayWithCustomStart - RefFreeCellMixInitialize - RefFreeCellMixInitializeBySVD - RefFreeEWAS - RefFreeEwasModel - RefseqIdentifier - RegBest - Regina - Rehnquist - Reise - RelativeCounts - Relaxin - Remifentanil - RenameCells - RenameIdents - Rencoding - ReorderIdent - Resolute - RestoreLegend - Reunion - Reykjavik - Rgraphviz - Rgshhs - Rhdf5lib - Rhtslib - RidgePlot - Riga - Rio_Branco - Rio_Gallegos - Riyadh - Rkeyname - Rkeys - Rle - RleArray - RleList - RleViewsList - Rlength - Rlogo - Rnjunc - Robey - RochePath - RocheSet - RodFramedata - Roffset - RogationSunday - Rome - Rossi - RotatedAxis - Rothera - Rows - Rprof - Rprofmem - Rrank - Rsamtools - Rscript - RtaIntensity - Rtangle - RtangleSetup - RtangleWritedoc - Rtsne - Rtsne_neighbors - Rubber - RunALRA - RunCCA - RunICA - RunLSI - RunPCA - RunTSNE - RunUMAP - Rversion - RweaveChunkPrefix - RweaveEvalWithOpt - RweaveLatex - RweaveLatexFinish - RweaveLatexOptions - RweaveLatexSetup - RweaveLatexWritedoc - RweaveTryStop - S - S3Class - S3Part - S4Vectors - S4formals - SAX1 - SC3 - SCB - SCCellSpace - SCFlu - SCLabels - SCTransform - SD - SDM - SDMTools - SFastqQuality - SIGCHLD - SIGCONT - SIGHUP - SIGINT - SIGKILL - SIGQUIT - SIGSTOP - SIGTERM - SIGTSTP - SIGUSR1 - SIGUSR2 - SIR - SJ - SLC14_1 - SLC14_2 - SLID - SNP_LOC_DATA - SNPlocs_pkgname - SNPs.132CommonSingle - SNPs.135CommonSingle - SNPs.137CommonSingle - SNPs.138CommonSingle - SNPs.141CommonSingle - SNPs.142CommonSingle - SNPs.144CommonSingle - SNPs.146CommonSingle - SNPs.147CommonSingle - SNPs.Illumina - SOBI - SOM - SP500 - SQL - SQLITE_RO - SQLITE_RW - SQLITE_RWC - SQLKeywords - SQLite - SQUAREM - SRError - SRFilterResult - SRList - SRVector - SRWarn - SSD - SSI - SSLVERSION_DEFAULT - SSLVERSION_LAST - SSLVERSION_SSLv2 - SSLVERSION_SSLv3 - SSLVERSION_TLSv1 - SSVSquantreg - SSasymp - SSasympOff - SSasympOrig - SSbiexp - SSfol - SSfpl - SSgompertz - SSlogis - SSmicmen - SSweibull - SVDwithMissing - SVindex - SW - SWAN - SWAN.MethyLumiSet - SWAN.RGChannelSet - SWAN.default - Sacramento - Sahlins - Saigon - Saipan - Sakhalin - Salaries - Samara - Samarkand - SampleName - SampleUMI - San_Juan - San_Marino - Santiago - Santo_Domingo - Sao_Paulo - Sao_Tome - Sarajevo - Save - Scale - ScaleAdv - ScaleContinuous - ScaleContinuousDate - ScaleContinuousDatetime - ScaleContinuousIdentity - ScaleContinuousPosition - ScaleCyclical - ScaleData - ScaleDiscrete - ScaleDiscreteIdentity - ScaleDiscretePosition - Scalebar - ScanBamParam - ScanBcfParam - ScanVcfParam - Schmid - Schur - Schutz - ScoreJackStraw - Scoresbysund - SeatacWeather - Seatbelts - Secondary - SelectIntegrationFeatures - SelfHits - Senate - Seoul - Septuagesima - SeqNameFilter - SeqStrandFilter - SeqendFilter - Seqinfo - SeqinfoForBSGenome - SeqinfoForUCSCGenome - SeqnameFilter - SeqstartFilter - SeqstrandFilter - SequenceTrack - SequentialFuture - SerialParam - SetAssayData - SetIdent - SetIntegrationData - Settings - Seurat - SeuratAxes - SeuratTheme - Shanghai - SharedData - SharedRaw - SharedRaw.read - SharedRaw.readComplexes - SharedRaw.readInts - SharedRaw.write - SharedRaw.writeInts - SharedVector.compare - SharedVector.copy - Shepard - Shiprock - ShortRead - ShortReadQ - SideEffectChunkCallback - SiegelsEx - SigDiff - SignatureMethod - SimCompRisk - SimSurv - Simferopol - SimpleList - Singapore - SingleCellExperiment - Sitka - Sitka89 - Skopje - Skye - Sl.initial.repara - Sl.repara - Sl.setup - SmartComments - SmartControl - Smithsonian - Smoking - Sn - Snapshot - SnapshotFunction - SnapshotFunctionList - SnowParam - Sobj_SpatialGrid - Sofia - Soils - SolemnityOfMary - SolexaIntensity - SolexaIntensityInfo - SolexaPath - SolexaQuality - SolexaSet - South_Georgia - South_Pole - Soybean - SpExtent - SpPoly - SpPolyPart - SpPolygons - SpTrellis - SparseDeltas - SparseM - Spatial - SpatialGrid - SpatialGridDataFrame - SpatialLines - SpatialLines2PolySet - SpatialLines2map - SpatialLinesDataFrame - SpatialLinesLengths - SpatialLinesMidPoints - SpatialMultiPoints - SpatialMultiPointsDataFrame - SpatialPixels - SpatialPixelsDataFrame - SpatialPoints - SpatialPointsDataFrame - SpatialPolygons - SpatialPolygons2PolySet - SpatialPolygons2map - SpatialPolygonsDataFrame - SpatialPolygonsRescale - SpatialTheme - Specials - SpikeIn - SplashDams - SpliceSiteVariants - SplitDataFrameList - SplitObject - Spruce - St_Barthelemy - St_Helena - St_Johns - St_Kitts - St_Lucia - St_Thomas - St_Vincent - StanHeaders - Stangle - Stanley - StashIdent - Stat - StatBin - StatBin2d - StatBindot - StatBinhex - StatBinline - StatBoxplot - StatContour - StatCount - StatDensity - StatDensity2d - StatDensityRidges - StatEcdf - StatEllipse - StatFunction - StatIdentity - StatPlsmo - StatQq - StatQqLine - StatQuantile - StatSf - StatSfCoordinates - StatSmooth - StatSum - StatSummary - StatSummary2d - StatSummaryBin - StatSummaryHex - StatUnique - StatYdensity - States - Stdev - Stockholm - StopCellbrowser - Strauss - StructTS - SubsetByBarcodeInflections - SubsetData - SummarizedExperiment - Summary - Summary.Date - Summary.POSIXct - Summary.POSIXlt - Summary.data.frame - Summary.difftime - Summary.factor - Summary.numeric_version - Summary.ordered - SupremeCourt - Surv - Sweave - Sweave2knitr - SweaveHooks - SweaveSyntConv - SweaveSyntaxLatex - SweaveSyntaxNoweb - SweaveTeXFilter - Swift_Current - Sydney - SymbolFilter - SymbolIdentifier - Synonym - Syowa - Sys.Date - Sys.MIPS - Sys.chmod - Sys.cpuinfo - Sys.getenv - Sys.getenv_value - Sys.getlocale - Sys.getpid - Sys.glob - Sys.info - Sys.localeconv - Sys.memGB - Sys.meminfo - Sys.ps - Sys.ps.cmd - Sys.readlink - Sys.readlink2 - Sys.setFileTime - Sys.setenv - Sys.setlocale - Sys.sizes - Sys.sleep - Sys.time - Sys.timeDate - Sys.timezone - Sys.umask - Sys.unsetenv - Sys.which - Sys.yearmon - Sys.yearqtr - System - T - T.Owen - T2.test - T2graph - TA.plot - TF.IDF - TFMLazyScore - TFMPvalue - TFMpv2sc - TFMsc2pv - TSNEPlot - TT - TVPACK - TabixFile - TabixFileList - Table - Tahiti - Taipei - Tal.Or - Tal_Or - Tallinn - Tapply - Tarawa - TargetQ - Tashkent - Tbilisi - TeX - Tegucigalpa - Tehran - Tell_City - Term - Tetracycline1 - Tetracycline2 - TextStatusBar - Theoph - Thimphu - ThreeUTRVariants - Thule - Thunder_Bay - Thurstone - Thurstone.33 - Thurstone.9 - Tijuana - TimeoutException - Tirane - Titanic - TitanicSurvival - Token - Token1.0 - Token2.0 - TokenServiceAccount - Tokyo - Tongatapu - Tool - ToothGrowth - TopCells - TopFeatures - Toronto - Tortola - Toydata - Tps - Traffic - Transact - TransferData - TransfigurationOfLord - TrinitySunday - Tripoli - Truk - Tucker - Tucuman - TukeyHSD - Tunis - Tweedie - TwoBitFile - TxBiotypeFilter - TxDb.Dmelanogaster.UCSC.dm3.ensGene - TxDb.Dmelanogaster.UCSC.dm6.ensGene - TxDb.Hsapiens.UCSC.hg19.knownGene - TxDb.Hsapiens.UCSC.hg38.knownGene - TxDb.Mmusculus.UCSC.mm10.knownGene - TxDb.Mmusculus.UCSC.mm9.knownGene - TxDb.Rnorvegicus.UCSC.rn4.ensGene - TxDb.Rnorvegicus.UCSC.rn5.refGene - TxDb.Rnorvegicus.UCSC.rn6.refGene - TxEndFilter - TxIdFilter - TxNameFilter - TxStartFilter - TxSupportLevelFilter - TxbiotypeFilter - TxidFilter - Type1Font - UCBAdmissions - UCSCFeatureDbTableSchema - UCSCFile - UKDriverDeaths - UKgas - UMAP - UMAPPlot - UN - UN98 - URLdecode - URLencode - URLstring - US - US.dat - USAccDeaths - USAge.df - USAge.table - USArrests - USCPulaskisBirthday - USCancerRates - USChristmasDay - USColumbusDay - USCounties - USDecorationMemorialDay - USDistLag - USElectionDay - USGoodFriday - USInaugurationDay - USIndependenceDay - USJudgeRatings - USLaborDay - USLincolnsBirthday - USMLKingsBirthday - USMemorialDay - USMortality - USNewYearsDay - USPersonalExpenditure - USPop - USPresidentsDay - USRegionalMortality - USSouthPolygon - USThanksgivingDay - USVeteransDay - USWashingtonsBirthday - UScereal - UScitiesD - UScounties.ndorder - UScounties.storder - UScrime - USprecip - UcscTrack - Uhaz - Ulaanbaatar - UnexpectedFutureResultError - UniGeneQuery - UnigeneIdentifier - Union - UniprocessFuture - UniprotDbFilter - UniprotFilter - UniprotIdentifier - UniprotMappingTypeFilter - Unique - UpSetR - UpdateSeuratObject - Urumqi - UseFunction - UseMethod - Ushuaia - Uzhgorod - V - VA - VADeaths - VCF - VCFHeader - VComments - VDGN_EXTID2PATHID - VDGN_PATHID2EXTID - VDGN_PATHID2NAME - VERB - VRanges - VRangesList - VRangesScanVcfParam - VSS - VSS.parallel - VSS.plot - VSS.scree - VSS.sim - VSS.simulate - VScount - Vaduz - Vancouver - VarCorr - VariableFeaturePlot - VariableFeatures - VariantAnnotation - Variogram - Vatican - VcfFile - VcfFileList - Vectorize - VennDiagram - Verbose - Vevay - Vienna - Vientiane - View - Views - Vilnius - Vincennes - VizDimLoadings - Vladivostok - VlnPlot - Vocab - Volgograd - Vostok - WIGFile - WLEB - WVS - WWWusage - Wafer - Wake - Wallis - Warsaw - Waterdata - WaterdataFull - WebSocket - Weibull2 - WeightLoss - Weights - Wells - Wendland - Wendland.beta - Wendland2.2 - Wheat - Wheat2 - Which - WhichCells - WhiteBackground - Whitehorse - Wilks.test - Winamac - Windhoek - Winnipeg - Within - Womenlf - Wong - Wool - WorldBankCO2 - WorldPhones - WriteXLS - X11 - X11.options - X11Font - X11Fonts - XDouble - XINCLUDE - XInteger - XML - XNumeric - XRaw - XVector - XVectorList - XYZ - Xplor - Xplorefiles - Yakutat - Yakutsk - Yekaterinburg - Yellowknife - Yerevan - Yloadings - Yscores - Yule - Yule.inv - Yule2phi - Yule2phi.matrix - Yule2poly - Yule2poly.matrix - Yule2tetra - YuleBonett - YuleCor - Zagreb - Zaporozhye - ZonalStat - Zurich - `!.bit` - `!.bitwhich` - `!.hexmode` - `!.octmode` - `!=.bit` - `!=.bitwhich` - `!=` - `!` - `$.AffyBatch` - `$.BasicObject` - `$.Class` - `$.DLLInfo` - `$.Object` - `$.data.frame` - `$.package_version` - `$<-.BasicObject` - `$<-.Class` - `$<-.Object` - `$<-.data.frame` - `$<-` - `$` - `%$%` - `%%` - `%&%` - `%*%` - `%+%` - `%++%` - `%+replace%` - `%--%` - `%->%` - `%...!%` - `%...>%` - `%...T!%` - `%...T>%` - `%/%` - `%0%` - `%:%` - `%::%` - `%:=%` - `%<-%` - `%<>%` - `%>%` - `%@%` - `%T>%` - `%^%` - `%as%` - `%between%` - `%btwn%` - `%c%` - `%chin%` - `%conditions%` - `%d*%` - `%d+%` - `%do%` - `%dopar%` - `%dorng%` - `%du%` - `%eq%` - `%fin%` - `%ge%` - `%globals%` - `%gt%` - `%has_args%` - `%has_attr%` - `%has_name%` - `%hasa%` - `%hasall%` - `%in%` - `%inrange%` - `%isa%` - `%label%` - `%lazy%` - `%le%` - `%like%` - `%lt%` - `%m%` - `%m+%` - `%m-%` - `%ne%` - `%ni%` - `%nin%` - `%o%` - `%outside%` - `%over%` - `%packages%` - `%plan%` - `%poutside%` - `%pover%` - `%pwithin%` - `%s!=%` - `%s!==%` - `%s%` - `%s+%` - `%s<%` - `%s<=%` - `%s==%` - `%s===%` - `%s>%` - `%s>=%` - `%seed%` - `%stdout%` - `%stri!=%` - `%stri!==%` - `%stri+%` - `%stri<%` - `%stri<=%` - `%stri==%` - 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`.__T__unsplit:BiocGenerics` - `.__T__unstack:utils` - `.__T__unstrsplit:S4Vectors` - `.__T__upRight:Rgraphviz` - `.__T__update:stats` - `.__T__updateEnsDb:ensembldb` - `.__T__updateGenes:topGO` - `.__T__updateGraph:graph` - `.__T__updateGroup:topGO` - `.__T__updateMe:affy` - `.__T__updateMu:MatrixModels` - `.__T__updateObject:BiocGenerics` - `.__T__updateObjectTo:Biobase` - `.__T__updateTerm<-:topGO` - `.__T__updateWts:MatrixModels` - `.__T__updown:Matrix` - `.__T__upper.tri:base` - `.__T__upsetplot:DOSE` - `.__T__upstream:VariantAnnotation` - `.__T__upstream<-:VariantAnnotation` - `.__T__uri:rtracklayer` - `.__T__urls:GSEABase` - `.__T__urls<-:GSEABase` - `.__T__useMySQL:ensembldb` - `.__T__usedGO:topGO` - `.__T__utest:pkgmaker` - `.__T__validateGXL:graph` - `.__T__value:AnnotationFilter` - `.__T__values:S4Vectors` - `.__T__values:raster` - `.__T__values<-:S4Vectors` - `.__T__values<-:raster` - `.__T__var:BiocGenerics` - `.__T__varFilter:methylumi` - `.__T__varLabels:Biobase` - `.__T__varLabels<-:Biobase` - `.__T__varMetadata:Biobase` - `.__T__varMetadata<-:Biobase` - `.__T__vb:rstan` - `.__T__vcountPDict:Biostrings` - `.__T__vcountPattern:Biostrings` - `.__T__vcov:stats` - `.__T__vennlist:systemPipeR` - `.__T__vennpie:ChIPseeker` - `.__T__view:ShortRead` - `.__T__viewApply:IRanges` - `.__T__viewMaxs:IRanges` - `.__T__viewMeans:IRanges` - `.__T__viewMins:IRanges` - `.__T__viewNames:MOFAtools` - `.__T__viewNames<-:MOFAtools` - `.__T__viewRangeMaxs:IRanges` - `.__T__viewRangeMins:IRanges` - `.__T__viewSums:IRanges` - `.__T__viewWhichMaxs:IRanges` - `.__T__viewWhichMins:IRanges` - `.__T__visible:rtracklayer` - `.__T__visible<-:rtracklayer` - `.__T__vmatchPDict:Biostrings` - `.__T__vmatchPattern:Biostrings` - `.__T__vmembers:IRanges` - `.__T__vrange:ShortRead` - `.__T__vsn2:vsn` - `.__T__vwhichPDict:Biostrings` - `.__T__weighted.mean:stats` - `.__T__weighted_pvalues:IHW` - `.__T__weights:stats` - `.__T__which.isMatchingEndingAt:Biostrings` - `.__T__which.isMatchingStartingAt:Biostrings` - `.__T__which.max:BiocGenerics` - `.__T__which.max:base` - `.__T__which.min:BiocGenerics` - `.__T__which.min:base` - `.__T__which:BiocGenerics` - `.__T__which:base` - `.__T__whichFirstNotNormal:IRanges` - `.__T__whichPDict:Biostrings` - `.__T__which_nearest:intervals` - `.__T__whiches.max:raster` - `.__T__whiches.min:raster` - `.__T__wideFormat:MultiAssayExperiment` - `.__T__width0:Biostrings` - `.__T__width:BiocGenerics` - `.__T__width<-:BiocGenerics` - `.__T__window:stats` - `.__T__window<-:stats` - `.__T__with:base` - `.__T__within:base` - `.__T__withinss:kernlab` - `.__T__write.exprs:Biobase` - `.__T__writeFasta:ShortRead` - `.__T__writeFastq:ShortRead` - `.__T__writeMM:Matrix` - `.__T__writeMSData:ProtGenerics` - `.__T__writeRaster:raster` - `.__T__writeStart:raster` - `.__T__writeStop:raster` - `.__T__writeValues:raster` - `.__T__writeVcf:VariantAnnotation` - `.__T__write_block_to_sink:DelayedArray` - `.__T__xFromCell:raster` - `.__T__xFromCol:raster` - `.__T__xcoef:kernlab` - `.__T__xmatrix:kernlab` - `.__T__xmax:raster` - `.__T__xmin:raster` - `.__T__xmlAttrs<-:XML` - `.__T__xmlChildren<-:XML` - `.__T__xmlClone:XML` - `.__T__xmlNamespace<-:XML` - `.__T__xmlNamespaces<-:XML` - `.__T__xmlParent:XML` - `.__T__xmlSource:XML` - `.__T__xmlSourceFunctions:XML` - `.__T__xmlSourceSection:XML` - `.__T__xmlToDataFrame:XML` - `.__T__xmlToS4:XML` - `.__T__xmlValue<-:XML` - `.__T__xres:raster` - `.__T__xtabs:BiocGenerics` - `.__T__xtfrm:base` - `.__T__xvcopy:XVector` - `.__T__xyFromCell:raster` - `.__T__yFromCell:raster` - `.__T__yFromRow:raster` - `.__T__ycoef:kernlab` - `.__T__year<-:lubridate` - `.__T__yield:ShortRead` - `.__T__yieldSize:Rsamtools` - `.__T__yieldSize<-:Rsamtools` - `.__T__yieldTabix:Rsamtools` - `.__T__ymatrix:kernlab` - `.__T__ymax:raster` - `.__T__ymin:raster` - `.__T__yres:raster` - `.__T__zapsmall:base` - `.__T__zi:ShortRead` - `.__T__zipdown:S4Vectors` - `.__T__zipup:S4Vectors` - `.__T__zo:ShortRead` - `.__T__zonal:raster` - `.__T__zoom:ShortRead` - `.__T__zoom:raster` - `.__T__|:base` - `/.difftime` - `/` - `:::` - `::` - `:=` - `:` - `<-` - `<<-` - `<=` - `<` - `==.bit` - `==.bitwhich` - `==` - `=` - `>=` - `>` - `?` - `@<-` - `@` - `AgEdge<-` - `AgNode<-` - `ArrayWeights<-` - `Blanc-Sablon` - `ContrastMatrix<-` - `Cy3<-` - `Cy5<-` - `DefaultAssay<-` - `DesignMatrix<-` - `Detection<-` - `E<-` - `Encoding<-` - `Graph<-` - `Idents<-` - `JS<-` - `Key<-` - `Lkeys<-` - `Loadings<-` - `LogFC<-` - `LogOdds<-` - `Misc<-` - `Missing<-` - `Model<-` - `NAvalue<-` - `Name<-` - `Names<-` - `PValue<-` - `Port-au-Prince` - `Porto-Novo` - `Project<-` - `QCdata<-` - `Rattribnames<-` - `Rkeys<-` - `S3Class<-` - `S3Part<-` - `Tool<-` - `V<-` - `VariableFeatures<-` - `Weights<-` - `[.AsIs` - `[.CompressedMatrix` - `[.DGEExact` - `[.DGEGLM` - `[.DGELRT` - `[.DGEList` - `[.DNAbin` - `[.Date` - `[.Dlist` - `[.EListRaw` - `[.EList` - `[.GenericSummary` - `[.MAList` - `[.MArrayLM` - `[.POSIXct` - `[.POSIXlt` - `[.RGList` - `[.TopTags` - `[.bit` - `[.data.frame` - `[.difftime` - `[.factor` - `[.hexmode` - `[.listof` - `[.matrix.coo` - `[.matrix.csr` - `[.matrix.diag.csr` - `[.noquote` - `[.numeric_version` - `[.octmode` - `[.simple.list` - `[.spatialDesign` - `[.table` - `[.warnings` - `[<-.CompressedMatrix` - `[<-.Date` - `[<-.POSIXct` - `[<-.POSIXlt` - `[<-.bit` - `[<-.data.frame` - `[<-.discrete` - `[<-.factor` - `[<-.matrix.coo` - `[<-.matrix.csr` - `[<-.numeric_version` - `[<-` - `[[.BasicObject` - `[[.Class` - `[[.Date` - `[[.Object` - `[[.POSIXct` - `[[.bit` - `[[.data.frame` - `[[.factor` - `[[.numeric_version` - `[[<-.BasicObject` - `[[<-.Class` - `[[<-.Object` - `[[<-.bit` - `[[<-.data.frame` - `[[<-.factor` - `[[<-.numeric_version` - `[[<-` - `[[` - `[` - `^` - `active<-` - `activeView<-` - `addvar<-` - `afill<-` - `algorithm<-` - `align<-` - `allMembers<-` - `alt<-` - `altDepth<-` - `annotation<-` - `apldrop<-` - `apltake<-` - `as<-` - `asMates<-` - `assay<-` - `assayData<-` - `assayDataElement<-` - `assayNames<-` - `assays<-` - `attr<-` - `attrDataItem<-` - `attrDefaults<-` - `attr_mode<-` - `attributes<-` - `bamDirname<-` - `bamFlag<-` - `bamMapqFilter<-` - `bamRanges<-` - `bamReverseComplement<-` - `bamSamples<-` - `bamSimpleCigar<-` - `bamTag<-` - `bamTagFilter<-` - `bamWhat<-` - `bamWhich<-` - `beadNum<-` - `betas<-` - `body<-` - `bootstraps<-` - `bpRNGseed<-` - `bpbackend<-` - `bpcatchErrors<-` - `bpjobname<-` - `bplog<-` - `bplogdir<-` - `bpprogressbar<-` - `bpresultdir<-` - `bpstopOnError<-` - `bptasks<-` - `bpthreshold<-` - `bptimeout<-` - `bpworkers<-` - `browserSession<-` - `cache<-` - `cancel<-` - `caption<-` - `categorical<-` - `channelNames<-` - `chrom<-` - `chromosome<-` - `class<-` - `classVersion<-` - `closed<-` - `clusterData<-` - `coef<-` - `coefficients<-` - `coerce<-` - `colData<-` - `colindices<-` - `collectionType<-` - `colmask<-` - `colnames<-` - `coloring<-` - `colortable<-` - `columnMetadata<-` - `comment<-` - `conditionStackTrace<-` - `conditional<-` - `conditions<-` - `consolidate<-` - `constrain<-` - `contrasts<-` - `contributor<-` - `controlData<-` - `coordinates<-` - `coordnames<-` - `coredata<-` - `counts<-` - `covariance<-` - `covariate<-` - `covfix<-` - `cpm<-` - `creationDate<-` - `crit<-` - `crs<-` - `cutOff<-` - `dataType<-` - `date<-` - `day<-` - `depth<-` - `desc<-` - `description<-` - `design<-` - `detection<-` - `diag.spam<-` - `diag<-.spam` - `diag<-` - `digits<-` - `dim<-.spam` - `dim<-` - `dimLabels<-` - `dimNA<-.default` - `dimNA<-` - `dim_na<-` - `dimension<-` - `dimnames<-.DGEExact` - `dimnames<-.DGEGLM` - `dimnames<-.DGELRT` - `dimnames<-.DGEList` - `dimnames<-.EListRaw` - `dimnames<-.EList` - `dimnames<-.MAList` - `dimnames<-.RGList` - `dimnames<-.data.frame` - `dimnames<-` - `direction<-` - `dispTable<-` - `dispersion<-` - `dispersionFunction<-` - `dispersions<-` - `display<-` - `displayPars<-` - `distribution<-` - `docName<-` - `domain<-` - `downstream<-` - `edge.attributes<-` - `edgeData<-` - `edgeDataDefaults<-` - `edgeRenderInfo<-` - `edge_attr<-` - `edgelabels<-` - `edgemode<-` - `el<-` - `elNamed<-` - `elementMetadata<-` - `elim<-` - `end<-` - `entries<-` - `entry.value<-` - `environment<-` - `eventTime<-` - `exogenous<-` - `exon<-` - `experimentData<-` - `experiments<-` - `exprs<-` - `extension<-` - `extent<-` - `fData<-` - `f_env<-` - `f_lhs<-` - `f_rhs<-` - `factorNames<-` - `feasible<-` - `feature<-` - `featureData<-` - `featureNames<-` - `field<-` - `filt<-` - `finCenter<-` - `first<-` - `fixed<-` - `formals<-` - `fpkm<-` - `fragment<-` - `frequency<-` - `fullgrid<-` - `functionBody<-` - `functional<-` - `fvarLabels<-` - `fvarMetadata<-` - `gain<-` - `gene<-` - `geneColor<-` - `geneData<-` - `geneIdType<-` - `geneIds<-` - `geneSelectionFun<-` - `geno<-` - `genome<-` - `geometry<-` - `graph.attributes<-` - `graph<-` - `graphData<-` - `graphDataDefaults<-` - `graphRenderInfo<-` - `graph_attr<-` - `gridded<-` - `group<-` - `hardFilters<-` - `header<-` - `heavytail<-` - `hour<-` - `htmlDependencies<-` - `idType<-` - `identifier<-` - `index<-` - `info<-` - `int_end<-` - `int_start<-` - `intensity<-` - `intercept<-` - `intergenic<-` - `intfix<-` - `is.na<-.default` - `is.na<-.discrete` - `is.na<-.factor` - `is.na<-.numeric_version` - `is.na<-` - `is.sorted<-` - `isActiveSeq<-` - `isCircular<-` - `isSpike<-` - `key<-` - `keys<-` - `kill<-` - `label<-` - `labels<-` - `labels_cex<-` - `labels_colors<-` - `languageEl<-` - `last<-` - `latent<-` - `length<-.bit` - `length<-.bitwhich` - `length<-.discrete` - `length<-.factor` - `length<-` - `levels<-.factor` - `levels<-` - `logcounts<-` - `longDescription<-` - `lowerTriangle<-` - `maA<-` - `maControls<-` - `maGb<-` - `maGf<-` - `maGnames<-` - `maInfo<-` - `maLabels<-` - `maLayout<-` - `maM<-` - `maMloc<-` - `maMscale<-` - `maNgc<-` - `maNgr<-` - `maNotes<-` - `maNsc<-` - `maNspots<-` - `maNsr<-` - `maPlate<-` - `maRb<-` - `maRf<-` - `maTargets<-` - `maW<-` - `mapLevels<-` - `masks<-` - `matrix<-` - `mcols<-` - `mday<-` - `members<-` - `meta<-` - `metadata<-` - `methylated.N<-` - `methylated<-` - `mgEdgeData<-` - `mgEdgeDataDefaults<-` - `minute<-` - `mm<-` - `mode<-` - `month<-` - `mostattributes<-` - `mz<-` - `n'est pas` - `nObservations<-` - `na.count<-` - `names<-.POSIXlt` - `names<-` - `ncol<-` - `nodeData<-` - `nodeDataDefaults<-` - `nodeRenderInfo<-` - `nodecolor<-` - `nodes<-` - `nonlinear<-` - `norm_exprs<-` - `normalizationFactor<-` - `normalizationFactors<-` - `normcounts<-` - `notes<-` - `nrow<-` - `nties<-` - `nunique<-` - `obeyQname<-` - `offdiag<-` - `offs<-` - `oldClass<-` - `on_failure<-` - `ontology<-` - `order.dendrogram<-` - `ordinal<-` - `organism<-` - `origin<-` - `pData<-` - `pType<-` - `packageSlot<-` - `pad<-.spam` - `pad<-` - `parRenderInfo<-` - `parameter<-` - `parameters<-` - `parent.env<-` - `parfix<-` - `path<-` - `path_ext<-` - `phenoData<-` - `phenotype<-` - `phenotypeColor<-` - `physical<-.default` - `physical<-` - `plpFlag<-` - `plpMaxDepth<-` - `plpMinBaseQuality<-` - `plpMinDepth<-` - `plpMinMapQuality<-` - `plpWhat<-` - `plpWhich<-` - `plpYieldAll<-` - `plpYieldBy<-` - `plpYieldSize<-` - `pm<-` - `polygons<-` - `port<-` - `preproc<-` - `priorInfo<-` - `proj4string<-` - `projection<-` - `promoter<-` - `protocolData<-` - `pubMedIds<-` - `pval.detect<-` - `pvals<-` - `pvalueCutoff<-` - `qday<-` - `qnamePrefixEnd<-` - `qnameSuffixStart<-` - `qual<-` - `randomslope<-` - `range<-` - `ranges<-` - `reducedDim<-` - `reducedDims<-` - `ref<-` - `refDepth<-` - `referenceSequence<-` - `regfix<-` - `regmatches<-` - `regression<-` - `removeAttrDataItem<-` - `repfromto<-` - `res<-` - `returnFilterColumns<-` - `revdiag<-` - `rmvar<-` - `rname<-` - `row.names<-.data.frame` - `row.names<-.default` - `row.names<-` - `rowData<-` - `rowRanges<-` - `rowmask<-` - `rownames<-` - `rowpointers<-` - `runLength<-` - `runValue<-` - `rv<-` - `sampleMap<-` - `sampleNames<-` - `scheme<-` - `score<-` - `sdiag<-` - `se.exprs<-` - `second<-` - `seqinfo<-` - `seqlengths<-` - `seqlevels<-` - `seqlevelsStyle<-` - `seqnames<-` - `seqtype<-` - `setAllperms<-` - `setBlocks<-` - `setCol<-` - `setComplete<-` - `setConstant<-` - `setDim<-` - `setIdentifier<-` - `setMake<-` - `setMaxperm<-` - `setMinperm<-` - `setMirror<-` - `setName<-` - `setNperm<-` - `setObserved<-` - `setPlots<-` - `setRow<-` - `setStrata<-` - `setType<-` - `setVersion<-` - `setWithin<-` - `sheetVisibility<-` - `sheetVisible<-` - `sigMembers<-` - `sigRatio<-` - `sizeFactors<-` - `slot<-` - `snapshotDate<-` - `snpCall<-` - `snpCallProbability<-` - `softFilterMatrix<-` - `spChFIDs<-` - `species<-` - `split<-.data.frame` - `split<-.default` - `split<-` - `stacking<-` - `stand_exprs<-` - `start<-` - `storage.mode<-` - `storageMode<-` - `str_sub<-` - `strand<-` - `strandMode<-` - `stri_datetime_add<-` - `stri_sub<-` - `stri_sub_all<-` - `stri_subset<-` - `stri_subset_charclass<-` - `stri_subset_coll<-` - `stri_subset_fixed<-` - `stri_subset_regex<-` - `subseq<-` - `substr<-` - `substring2<-` - `substring<-` - `symbol<-` - `tableName<-` - `tclObj<-.tclVar` - `tclObj<-` - `tclvalue<-.default` - `tclvalue<-.tclVar` - `tclvalue<-` - `testDirection<-` - `testName<-` - `time<-` - `timedep<-` - `tktitle<-` - `totalDepth<-` - `tpm<-` - `track<-` - `trackName<-` - `trackNames<-` - `transcript<-` - `transform<-` - `tsp<-` - `type<-` - `tz<-` - `ucscTrackModes<-` - `units<-.difftime` - `units<-` - `universe<-` - `unmethylated.N<-` - `unmethylated<-` - `updateTerm<-` - `upperTriangle<-` - `upstream<-` - `urls<-` - `valueLabel<-` - `valueName<-` - `valueTags<-` - `valueUnit<-` - `values<-` - `varLabels<-` - `varMetadata<-` - `variance<-` - `varnames<-` - `vcfFixed<-` - `vcfGeno<-` - `vcfInfo<-` - `vcfSamples<-` - `vcfTrimEmpty<-` - `vcfWhich<-` - `vec_slice<-` - `vertex.attributes<-` - `vertex_attr<-` - `viewNames<-` - `virtual<-.default` - `virtual<-` - `visible<-` - `wday<-` - `week<-` - `width<-` - `window<-.Vector` - `window<-.factor` - `window<-.vector` - `window<-` - `worksheetOrder<-` - `xmax<-` - `xmin<-` - `xmlAttrs<-` - `xmlChildren<-` - `xmlName<-` - `xmlNamespace<-` - `xmlNamespaces<-` - `xmlParent<-` - `xmlValue<-` - `xml_attr<-` - `xml_attrs<-` - `xml_name<-` - `xml_text<-` - `yday<-` - `year<-` - `yieldSize<-` - `ymax<-` - `ymin<-` - `{` - `|.bit` - `|.bitwhich` - `|.hexmode` - `|.octmode` - `|` - `||` - `~` - a - aM2bpG - a_ply - aaMap - aalenExponential.lvm - aami3a - aami3b - aapc - aaply - aareg - abIseq - abIseq1 - abbey - abbreviate - abbreviateGenus - abc.ci - ability - ability.cov - abind - abind_simple_sparse_array - abline - ablineclip - abort - abort.condition - abort.default - abs - abs.error.pred - abs_area - absolute.size - absolutePanel - absoluteRanges - abstText - abstract - abundtest - abvalog - abvamix - abvaneglog - abvbilog - abvct - abvevd - abvhr - abvlog - abvnegbilog - abvneglog - abvnonpar - acast - acbind - acc - accdeaths - accept - accept_json - accept_xml - accessionToUID - accessions - accumulate - accumulate_right - accuracy - ace - acepack - acf - acf2AR - acfail - acfplot - acidity - acme - acorn - acos - acosh - acs - actionButton - actionLink - active - activeFilter - activeView - acy - adapreg - adapreg.m - adaptRefQuantiles - adaptiveKernel - adcoord - add - add.edges - add.image - add.ps - add.res.to.merging.list - add.scale.bar - add.scope - add.title - add.vertex.shape - add.vertices - add1 - addAnnotationInfo - addArrowMark - addAttrToGeom - addAttributes - addChildren - addClass - addClasses - addClusterOptions - addControlData2lumi - addControlData2methyLumiM - addCssClass - addEdge - addFeatureData - addFilter - addFinalizerToLast - addFinalizerToLast.default - addGrob - addGuideLine - addLast - addLayer - addLines - addMarginal - addNA - addNamespaceExport - addNextMethod - addNode - addNuID2lumi - addNuId2lumi - addPoints - addPriorCount - addQC - addRegistryPackages - addRegistrySourceDirs - addRegistrySourceFiles - addResourcePath - addRow - addScheme - addSex - addSibling - addSnpInfo - addStepping - addStyle - addTaskCallback - addTclPath - addText - addTheme - addToDiagC - addVigs2WinMenu - addWorksheet - add_annotations - add_area - add_bars - add_boxplot - add_case - add_check - add_choropleth - add_chr - add_column - add_contour - add_count - add_count_ - add_data - add_datalist - add_edges - add_fun - add_headers - add_heatmap - add_histogram - add_histogram2d - add_histogram2dcontour - add_layout_ - add_lib - add_lines - add_margins - add_markers - add_mesh - add_option - add_paths - add_pie - add_polygons - add_ref_boxes - add_ref_lines - add_ribbons - add_role - add_row - add_rownames - add_scattergeo - add_segments - add_sf - add_shape - add_step - add_sub - add_summary - add_surface - add_table - add_tally - add_tally_ - add_text - add_trace - add_vertices - add_with_rollback - addattr - addhook - additive - addmargins - addnames - addr_col - addr_row - address - addtable2plot - addterm - addvar - adhesion - adiag - adist - adj - adjColorBias.quantile - adjColorBias.ssn - adjMat - adjOutlyingness - adj_pvalues - adjacency.landkreis - adjacencyMatrix - adjacent - adjacent.triangles - adjacent_vertices - adjbox - adjboxStats - adjust.venn - adjust_closure - adjustcolor - adjustedProfileLik - adjustedRandIndex - adply - adrop - aeqSurv - aes - aes_ - aes_all - aes_auto - aes_cbc_decrypt - aes_cbc_encrypt - aes_ctr_decrypt - aes_ctr_encrypt - aes_gcm_decrypt - aes_gcm_encrypt - aes_keygen - aes_q - aes_string - affect - affineTransSECdistr - affy - affy.scalevalue.exprSet - affyToR - affyio - agep - agexact.fit - aggenv - aggfun - aggregate - aggregate.Vector - aggregate.data.frame - aggregate.ts - aggregateTagClusters - aging.ba.game - aging.barabasi.game - aging.prefatt.game - agnes - agopen - agopenSimple - agraph - agread - agreg.fit - agrep - agrepl - agriculture - agwrite - ahead_behind - aic - aicplot - aids - aircondit - aircondit7 - aircraft - airmay - airmiles - airquality - ais - akj - alarm - alcohol - alert - alex - algorithm - alias - alias2Symbol - alias2SymbolTable - alias2SymbolUsingNCBI - align - alignDaily - alignData - alignDataFilter - alignExtent - alignMonthly - alignQuality - alignQualityFilter - alignQuarterly - alignStats - align_margin - align_plots - aligned - alist - all - all.bit - all.bitwhich - all.digits - all.equal - all.equal.DNAbin - all.equal.POSIXt - all.equal.character - all.equal.default - all.equal.envRefClass - all.equal.environment - all.equal.factor - all.equal.formula - all.equal.language - all.equal.list - all.equal.numeric - all.equal.phylo - all.equal.raw - all.equal.spam - all.is.numeric - all.names - all.ri - all.vars - allCoef - allFormals - allGeneIds - allGenerics - allGenes - allMembers - allNames - allParents - allPerms - allScore - allShortestPaths - allValidKeys - allValue - all_couple_rotations_at_k - all_dots - all_equal - all_group - all_hgnc - all_hgnc_wtEnsembl - all_hgnc_wtEntrez - all_labels - all_mgi - all_nominal - all_numeric - all_outcomes - all_output_formats - all_patterns - all_predictors - all_rcpp_labels - all_shortest_paths - all_simple_paths - all_unique - all_vars - allele2zeroone - alleleconvert - alleledist - alleleinit - allelepaircomp - allgensnp - allmetap - alloc.col - allocArray - allocMatrix - allocVector - allphenotypes - allsubhypercubes - allsums - alongChrom - alpha - alpha.centrality - alpha.ci - alpha_centrality - alphabet - alphabetByCycle - alphabetFrequency - alphabetFrequencyFromBam - alphabetScore - alphacol - alphaindex - alply - alt - altDepth - altFraction - alview - alzh_gwas_top100 - am - amari.error - ambientNOxCH - amis - aml - amv_dimnames - amvalog - amvevd - amvlog - amvnonpar - anSNP - analyse.orthology - analysisPath - ancestors - ancestry - anchored - ancoord - and - ang - angleAxis - animals - animate - animationOptions - animation_button - animation_options - animation_opts - animation_slider - annFUN - annFUN.GO2genes - annFUN.db - annFUN.file - annFUN.gene2GO - annFUN.org - annPkgName - annTrack - annotate - annotateNearest - annotatePeak - annotateTranscripts - annotate_figure - annotate_regions - annotatedDataFrameFrom - annotation - annotation_custom - annotation_logticks - annotation_map - annotation_raster - annotations - annotatr - annotatr_cache - annulus - anoCar1.ensGene.LENGTH - anoCar1.genscan.LENGTH - anoCar1.xenoRefGene.LENGTH - anoGam1.ensGene.LENGTH - anoGam1.geneid.LENGTH - anoGam1.genscan.LENGTH - anorexia - another_incidence - another_latin - anova - anova.MAList - anova.gam - anova.lme - anova.psych - anova.rq - anova.rqlist - anova.rqs - anova.trls - anovaScores - anovadot - anovalist.trls - ans - ansari.test - anscombe - ansi_hide_cursor - ansi_show_cursor - ansi_with_hidden_cursor - anti.trafo - anti_join - any - any.bit - any.bitwhich - any.ri - anyDuplicated - anyDuplicated.NSBS - anyDuplicated.array - anyDuplicated.data.frame - anyDuplicated.default - anyDuplicated.matrix - anyDuplicated.rlepack - anyDuplicatedT - anyMissing - anyNA - anyNA.POSIXlt - anyNA.numeric_version - anyValue - any_multiple - any_vars - aoget - aov - ap - apad - ape - aperm - aperm.default - aperm.table - api - apiMel1.genscan.LENGTH - apiMel2.ensGene.LENGTH - apiMel2.geneid.LENGTH - apiMel2.genscan.LENGTH - api_create - api_download_grid - api_download_plot - aplCal1.xenoRefGene.LENGTH - apldrop - apltake - aplus - apopGraph - append - append.XMLNode - append.xmlNode - appendContent - appendDatasetCreationToHDF5DumpLog - appendTab - appendVarArgs - append_to_Rd_list - apply - apply.spam - applyByCategory - applyEdit - applyEdits - applyJobFunction - applyPileups - applyTheme - approx - approxExtrap - approxNA - approxfun - apropos - aqListGOIDs - ar - ar.burg - ar.mle - ar.ols - ar.yw - arbind - arcCurvature - arctext - are.connected - areSizeFactorsCentred - are_adjacent - are_equal - area - area.map - areaSpatialGrid - area_pal - arecompatible - areg - areg.boot - aregImpute - aregTran - aregexec - arev - args - args.ebam - args.finda0 - args.sam - argsAnywhere - argsAsNamedList - argsToString - argsToString.Class - argsToString.Rdoc - argument_glossary - arima - arima.sim - arima0 - arima0.diag - armadillo_set_seed - armadillo_set_seed_random - armadillo_version - arot - arow - arpack - arpack_defaults - arrGrob - arrange - arrangeGrob - arrange_ - arrange_all - arrange_at - arrange_if - array - arrayInd - arrayIndex - arrayIndex.default - arrayWeights - arrayWeightsQuick - arrayWeightsSimple - array_branch - array_tree - arrow - arrow.plot - arrowhead - arrows - arrowsGrob - arrowsize - arrowtail - articleTitle - articulation.points - articulationPoints - articulation_points - as - as.AAbin - as.AAbin.character - as.DNAbin - as.DNAbin.alignment - as.DNAbin.character - as.DNAbin.list - as.Date - as.Date.IDate - as.Date.POSIXct - as.Date.POSIXlt - as.Date.character - as.Date.date - as.Date.dates - as.Date.default - as.Date.factor - as.Date.numeric - as.Date.timeDate - as.Date.ts - as.Date.yearmon - as.Date.yearqtr - as.Formula - as.FutureGlobals - as.GRanges - as.Globals - as.Graph - as.IDate - as.ITime - as.LLint - as.MAList - as.Mclust - as.Mclust.default - as.POSIXct - as.POSIXct.Date - as.POSIXct.POSIXlt - as.POSIXct.date - as.POSIXct.dates - as.POSIXct.default - as.POSIXct.numeric - 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as.list.Options - as.list.POSIXct - as.list.Vector - as.list.data.frame - as.list.default - as.list.environment - as.list.factor - as.list.function - as.list.numeric_version - as.listLevelsMap - as.listenv - as.logical - as.logical.DelayedArray - as.logical.LLint - as.logical.Verbose - as.logical.bit - as.logical.bitwhich - as.logical.factor - as.logical.ri - as.loom - as.matching - as.matching.phylo - as.math - as.matrix - as.matrix.CompressedMatrix - as.matrix.DGEList - as.matrix.DNAbin - as.matrix.DelayedArray - as.matrix.EList - as.matrix.EListRaw - as.matrix.ExpressionSet - as.matrix.LumiBatch - as.matrix.MAList - as.matrix.MArrayLM - as.matrix.PLMset - as.matrix.POSIXlt - as.matrix.RGList - as.matrix.Vector - as.matrix.coo - as.matrix.csc - as.matrix.csr - as.matrix.data.frame - as.matrix.default - as.matrix.marrayNorm - as.matrix.noquote - as.matrix.spam - as.matrix.ssc - as.matrix.ssr - as.matrix.vsn - as.mcmc - as.mcmc.list - as.methylumi - as.name - as.network.evonet - as.network.phylo - 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as.single - as.single.default - as.spam - as.spam.chol.NgPeyton - as.spam.dgCMatrix - as.spam.dgRMatrix - as.spam.dist - as.spam.list - as.spam.matrix - as.spam.matrix.csr - as.spam.numeric - as.spam.spam - as.sparse - as.standard - as.stepfun - as.surface - as.symbol - as.table - as.table.default - as.tags - as.tbl - as.tbl_cube - as.tclObj - as.tibble - as.timeDate - as.trans - as.ts - as.undirected - as.vector - as.vector.DelayedArray - as.vector.Rle - as.vector.factor - as.vector.spam - as.which - as.which.bit - as.which.bitwhich - as.which.default - as.which.ri - as.widget - as.xts.data.table - as.yaml - as.yearmon - as.yearmon.default - as.yearqtr - as.yearqtr.default - as.zoo - as.zoo.default - as.zooreg - as.zooreg.default - asBED - asBam - asBcf - asBigMatrix - asBroadUri - asByte - asByte.Java - asDGEList - asFactor - asGFF - asInt - asInt.Java - asLong - asLong.Java - asMates - asMatrixCols - asMatrixRows - asMatrixWeights - asMethodDefinition - asNamespace - asNormalIRanges - asNumericMatrix - asOneFormula - asOneSidedFormula - asPhylo - asQuoted - asS3 - asS4 - asSam - asShort - asShort.Java - asTable - asTheEconomist - asVCF - asVector - asXMLNode - asXMLTreeNode - as_adj - as_adj_edge_list - as_adj_list - as_adjacency_matrix - as_bipartite - as_call - as_data_frame - as_date - as_datetime - as_edgelist - as_f_list - as_factor - as_fs_bytes - as_fs_path - as_fs_perms - as_function - as_ggplot - as_glue - as_graphnel - as_hclust_fixed - as_ids - as_incidence_matrix - as_labeller - as_list - as_list_of - as_long_data_frame - as_mapper - as_membership - as_name - as_package - as_phylo - as_star - as_text - as_tibble - as_tree - as_utf8 - as_vector - as_widget - as_xml_document - asc - asc.from.raster - asc.from.sp - asc2dataframe - ascentDetails - ashift - asin - asinh - asis_output - ask - askForPassword - askForSecret - askUser - askpass - asn_trans - aspect - aspell - aspell_package_C_files - aspell_package_R_files - aspell_package_Rd_files - aspell_package_vignettes - aspell_write_personal_dictionary_file - assay - assayData - assayDataElement - assayDataElementNames - assayDataElementReplace - assayDataNew - assayDataValidMembers - assayNames - assays - assert - assertCondition - assertError - assertWarning - assert_that - assertthat - assign - assignClassDef - assignEdgewise - assignInMyNamespace - assignInNamespace - assignMethodsMetaData - assign_dendextend_options - assign_values_to_branches_edgePar - assign_values_to_leaves_edgePar - assign_values_to_leaves_nodePar - assign_values_to_nodes_nodePar - assocplot - assortativity - assortativity.degree - assortativity.nominal - assortativity_degree - assortativity_nominal - ast - ast_ - astarSearch - asub - asym_pref - asymmetric - asymmetric.preference.game - asymmetricP0 - asymmetricP05 - asymmetricP1 - asymmetricP2 - atRisk - at_depth - atan - atan2 - atanh - atanh_trans - atlas - atoms - attach - attach.BasicObject - attach.Object - attach.default - attachDependencies - attachLocally - attachLocally.Object - attachLocally.data.frame - attachLocally.environment - attachLocally.list - attachNamespace - attenu - attitude - attr - attr.all.equal - attrDataItem - attrDefaults - attrInTerm - attr_getter - attr_mode - attrassign - attributePages - attributes - attrs_selected - auROC - auc - aug.x - augPred - auglag - augment - augment_columns - australia_PISA2012 - austres - auth - authenticate - authority.score - authority_score - authors - autoLab - autoR - autoStopCluster - auto_browse - auto_copy - auto_name - autoconst - autocorr - autocorr.diag - autocorr.plot - autocurve.edges - autoformat - autolayer - autoload - autoloader - automorphisms - autoplot - autoplot.zoo - autoreg - av.plot - av.plots - avNNet - avPlot - avPlots - available.SNPs - available.chipdbschemas - available.db0pkgs - available.dbschemas - available.genomes - available.packages - available.species - availableCores - availableDefaultMapping - availableDisplayPars - availableWorkers - available_packages - available_packages_reset - available_packages_set - avas - avdiff - ave - aveLogCPM - aveLogCPM.DGEGLM - aveLogCPM.DGEList - aveLogCPM.default - aveNumEdges - aveWithArgs - avearrays - avearrays.EList - avearrays.MAList - avearrays.default - avedups - avedups.EList - avedups.MAList - avedups.default - aver.wavefront - average.image - average.path.length - avereps - avereps.EList - avereps.EListRaw - avereps.MAList - avereps.RGList - avereps.default - awcoord - axTexpr - axTicks - axis - axis.Date - axis.POSIXct - axis.break - axis.default - axis.grid - axis.mult - axis.timeDate - axisPhylo - axisTicks - axisTrack - axis_canvas - axtChain - axtInfo - b - bLines - ba.game - baby - backGround - backSpline - backdoor - backgroundCorrect - backgroundCorrect.matrix - backgroundCorrectSingleSection - background_grid - background_image - backports - backsolve - backsolve.spam - backsolvet - backtick - backtrace - bacteria - bad - badDend - bag - bagControl - bagEarth - bagEarthStats - bagFDA - bagging - bake - balance - balanceMethodsList - balancedGrouped - ballocation - balloonplot - bam - bam.update - bamExperiment - bamFlag - bamFlagAND - bamFlagAsBitMatrix - bamFlagTest - bamIndicies - bamMapqFilter - bamPaths - bamRanges - bamReverseComplement - bamSamples - bamSimpleCigar - bamTag - bamTagFilter - bamWhat - bamWhich - band - bandSparse - band_instruments - band_instruments2 - band_members - bandchol - bandnr - bandplot - bandwidth - bandwidth.kernel - bandwidth.nrd - bandwidth.rq - banking - banknote - banknoten - bannerplot - baptize - barNest - barabasi.game - barchart - barcodeplot - barlabels - barley - barolo - barp - barplot - barplot.ProbeSet - barplot.default - barplot2 - barro - bartlett.test - bary2cart - base - base.freq - base64 - base64Decode - base64Encode - base64_dec - base64_decode - base64_enc - base64_encode - base64decode - base64enc - base64encode - baseCallPath - baseOf - basePath - baseViewports - baseball - baseenv - basehaz - basename - bash - basicHeaderGatherer - basicPage - basicPower - basicPowerAxis - basicTextGatherer - bassAckward - bassAckward.diagram - batchExpandGrid - batchExport - batchMap - batchMapQuick - batchMapResults - batchQuery - batchReduce - batchReduceResults - batchSE - batchSOM - batchUnexport - batchsizes - batcoord - battleship.plot - batvarcoord - bayes_R2 - bbatch - bbexpand - bbox - bc - bcCategory - bcPower - bcPowerAxis - bcSubCategory - bcfFixed - bcfGeno - bcfInfo - bcfMode - bcfSamples - bcfTrimEmpty - bcfWhich - bclust - bcnPower - bcnPowerAxis - bcnPowerInverse - bcrypt_pbkdf - bcv - bd.ext - bd.time - bdf - bdiag - bdiag.spam - beachmat - beadCountWeights - beadNum - beadStatusVector - beadarray - beadarrayUsersGuide - beadc - beadcount - beamer_presentation - beanplot - beav1 - beav2 - beaver - beckerp - beeswarm - beets - beginCluster - bellman.ford.sp - bench_tbls - benchplot - bernhardsson - bernhardssonA - bernhardssonB - besselI - besselJ - besselK - besselY - besseldot - best - best.nnet - best.randomForest - best.rpart - best.svm - best.tune - bestItems - bestScales - beta - beta.lvm - beta2m - betaBinomialGLM - betaEst - betaEstMultiple - betaObjf - beta_real - betablocker - betabreaker - betaqn - betar - betas - between - betweenness - betweenness.centrality.clustering - betweenness.estimate - bezier - bezierGrob - bezierPoints - bfi - bfi.dictionary - bfp - bfs - bg.adjust - bg.correct - bg.correct.mas - bg.correct.none - bg.correct.rma - bg.parameters - bgAdjust - bgAdjustMethylation - bgBlack - bgBlue - bgCyan - bgGreen - bgIntensitySwan.methylumi - bgMagenta - bgRed - bgWhite - bgYellow - bg_black - bg_blue - bg_cyan - bg_green - bg_magenta - bg_red - bg_white - bg_yellow - bgcolor - bgcorrect.illumina - bgcorrect.methods - bgtest - bgzip - bgzipTabix - bh - bhattacharyya.dist - bhattacharyya.matrix - bi.bars - bi2int - biConnComp - biVar - bibcoupling - bibentry - bibentry_key - bibstyle - bibtex - bic - bicEMtrain - biconnected.components - biconnected_components - bifactor - bigcity - bignum - bignum_mod_exp - bignum_mod_inv - bin.wind.records - binCounts - binFromCoordRange - binMeanVar - binMeans - binPack - binRangesFromCoordRange - binRestrictionString - binaryBuffer - binaryPGLMM - binaryPGLMM.sim - binciW - binciWl - binciWu - bincombinations - binconf - bind - bind.tree - bindAsGRanges - bindData - bind_cols - bind_rows - bindingIsActive - bindingIsLocked - bindr - bindrcpp - bindtextdomain - binnedAverage - binom.test - binomTest - binomial - binomial.lvm - binomial.rd - binomial.rr - binomialGoodnessOfFit - binsearch - bioChemists - biocAccess - biocLite - biocRepos - biocUpdatePackages - biocValid - biocVersion - bioc_install_repos - biocases_group - biocinstallRepos - biomTrack - biomaRt - biomass - biomassTill - biomed - bionj - bionjs - biopsy - biovizBase - bipartite - bipartite.mapping - bipartite.projection - bipartite.projection.size - bipartite.random.game - bipartite_graph - bipartite_mapping - bipartite_projection - bipartite_projection_size - biplot - biplot.pcoa - biplot.psych - biquartimin - bird.families - bird.orders - birthdeath - birthwt - bisection.search - biserial - bit - bitAnd - bitFlip - bitOr - bitShiftL - bitShiftR - bitXor - bit_done - bit_init - bitmap - bitops - bitsplits - bitwAnd - bitwNot - bitwOr - bitwShiftL - bitwShiftR - bitwXor - bitwhich - biv.nt.prob - bkde - bkde2D - bkfe - bl.string - black - bladder - blake2b - blake2s - blame - blant - blastSequences - blatCNE - blc - blcInitializeSplitDichotomizeUsingMean - blcInitializeSplitEigen - blcInitializeSplitFanny - blcInitializeSplitHClust - blcSplit - blcSplitCriterionBIC - blcSplitCriterionBICICL - blcSplitCriterionJustRecordEverything - blcSplitCriterionLRT - blcSplitCriterionLevelWtdBIC - blcSubTree - blcTree - blcTreeApply - blcTreeLeafClasses - blcTreeLeafMatrix - blcTreeOverallBIC - blind.pal.info - blob - blob_create - block.random - blockDiag - blockEnd - blockFX - blockFinder - blockGraphs - blockSize - blockStart - blockdiag - blocks - blocksizes - bloodtransfusion - blot - blue - bluered - blues9 - blurred - bmTrack - bmd - bmidata - bmp - bobyqa - body - bold - bondyield - bonpow - bookmarkButton - boot - boot.array - boot.ci - boot.comp - boot.crq - boot.null - boot.phylo - boot.resample - boot.rq - boot.rq.mcmb - boot.rq.pwy - boot.rq.spwy - boot.rq.wxy - boot.rq.xy - boot.se - bootCase - bootdist - bootdistcens - bootest - bootkm - bootstrap - bootstrap.enrichment.test - bootstrap.lca - bootstrapLib - bootstrapPage - bootstrapPairs - bootstrap_moby - bootstrap_p - bootstrap_p_moby - bootstraps - border - borders - bosTau2.geneSymbol.LENGTH - bosTau2.geneid.LENGTH - bosTau2.genscan.LENGTH - bosTau2.refGene.LENGTH - bosTau2.sgpGene.LENGTH - bosTau3.ensGene.LENGTH - bosTau3.geneSymbol.LENGTH - bosTau3.geneid.LENGTH - bosTau3.genscan.LENGTH - bosTau3.refGene.LENGTH - bosTau3.sgpGene.LENGTH - bosTau4.ensGene.LENGTH - bosTau4.geneSymbol.LENGTH - bosTau4.genscan.LENGTH - bosTau4.nscanGene.LENGTH - bosTau4.refGene.LENGTH - botLeft - boundBox - boundaries - boundary - boundedClusterMaker - box - box.cox - box.cox.powers - box.cox.var - box.heresy - box.tidwell - boxCox - boxCox2d - boxCoxVariable - boxTidwell - boxcox - boxcox_trans - boxed.labels - boxplot - boxplot.default - boxplot.matrix - boxplot.stats - boxplot2 - boxplotColorBias - boxplotVGram - boxx - boyerMyrvoldPlanarityTest - bpRNGseed - bpaggregate - bpbackend - bpcatchErrors - bpisup - bpiterate - bpjobname - bplapply - bplasterror - bplog - bplogdir - bploop - bplot - bplot.xy - bpmapply - bpnworkers - bpok - bpower - bpower.sim - bpparam - bpplot - bpplotM - bpplt - bppltp - bpprogressbar - bpresultdir - bpresume - bprunMPIslave - bpschedule - bpstart - bpstop - bpstopOnError - bptasks - bptest - bpthreshold - bptimeout - bptry - bpvalidate - bpvec - bpvectorize - bpworkers - bpx - bpy.colors - bquote - br - braFlo1.xenoRefGene.LENGTH - brambles - branch_create - branch_delete - branch_get_upstream - branch_remote_name - branch_remote_url - branch_rename - branch_set_upstream - branch_target - branches - branches_attr_by_clusters - branches_attr_by_labels - branches_attr_by_lists - branches_color - branching.times - brandes.betweenness.centrality - break - breakInChunks - breakTies - breakpoints - breast - breast_cancer_wisconsin - breslow - brew - brewCache - brewCacheOff - brewCacheOn - brew_colors - brewer.pal - brewer.pal.blind.info - brewer.pal.info - brewer_pal - brick - brief - brier - brisa - brkdn.plot - brkdnNest - broken.line - broom - broomify - browsable - browseEnv - browseGenome - browseTracks - browseUCSCtrack - browseURL - browseVignettes - browse_cran - browse_github - browse_github_issues - browse_github_pat - browse_github_pulls - browse_github_token - browse_travis - browser - browserCondition - browserSession - browserSetDebug - browserText - browserView - browserViewer - browserViews - brushOpts - brushedPoints - bs - bsamsize - bsapply - bscols - bscon - bscon_methy - bscon_minfi - bsgenomeName - bss.components - bsseq - bubble - budworm - buffer - bug.report - bugs2jags - build - build.charmatrix - build.ext.nblist - build.nblist - buildChromLocation - buildEdgeList - buildLevels - buildNodeList - buildPubMedAbst - buildRepDepGraph - buildSNNGraph - buildToolsCheck - buildToolsExec - buildToolsInstall - buildVignette - buildVignettes - build_ah_annots - build_annotations - build_manual - build_readme - build_site - build_snp_location_tables.r - build_url - build_vignettes - build_win - builtin_annotations - builtin_genomes - builtins - bumpchart - bumphunter - bumphunterEngine - bumps - bundle_r_package - bunzip2 - bunzip2.default - bupa - burt - bus - bushfire - bushmiss - button - bvcpp - bvdens - bvdp - bvh - bvpost.optim - bvqc - bvstart.vals - bvtcplot - bw.SJ - bw.bcv - bw.nrd - bw.nrd0 - bw.ucv - bwplot - bwss - bwss.matrix - bxp - bxplot - by - by.data.frame - by.default - bydir - bystats - bystats2 - bzfile - bzip2 - bzip2.default - c - c.DNAbin - c.Date - c.GenericSummary - c.POSIXct - c.POSIXlt - c.bit - c.bitwhich - c.difftime - c.noquote - c.numeric_version - c.sparseVector - c.warnings - cBind - cColor - cFactor - cPlot - cPoints - cScale - cSplineDes - c_Rd - caTools - ca_bundle - cabbages - cache - cacheGenericsMetaData - cacheMetaData - cacheMethod - cache_engines - cache_filesystem - cache_info - cache_memory - cache_s3 - caeJap1.xenoRefGene.LENGTH - caePb1.xenoRefGene.LENGTH - caePb2.xenoRefGene.LENGTH - caeRem2.xenoRefGene.LENGTH - caeRem3.xenoRefGene.LENGTH - cairoSwd - cairo_pdf - cairo_ps - caith - calJac1.genscan.LENGTH - calJac1.nscanGene.LENGTH - calJac1.xenoRefGene.LENGTH - calc - calcAverage - calcDegree - calcDegreeDifference - calcGseaStat - calcICL - calcIsExprs - calcNormFactors - calcNormFactors.DGEList - calcNormFactors.default - calcNormOffsetsforChIP - calcProb - calcStringMetric - calcSumProb - calc_element - calcium - calculate - calculate.overlap - calculateCPM - calculateDetection - calculateFPKM - calculateOutlierStats - calculateQCMetrics - calculateTPM - calculateVarianceExplained - calculate_celltype_associations - calculate_conditional_celltype_associations - calibration - calinhara - call - callCC - callDML - callDMR - callFun - callFunctionOnSSHWorkers - callGeneric - callHooks - callHooks.default - callHooks.function - callHooks.list - callModule - callNextMethod - callSuperMethodS3 - callSuperMethodS3.default - call_modify - call_new - call_standardise - callaway.traits.game - called - callr - camera - camera.DGEList - camera.default - cameraPR - cameraPR.default - can - canCoerce - canFam1.ensGene.LENGTH - canFam1.geneSymbol.LENGTH - canFam1.genscan.LENGTH - canFam1.nscanGene.LENGTH - canFam1.refGene.LENGTH - canFam1.xenoRefGene.LENGTH - canFam2.ensGene.LENGTH - canFam2.geneSymbol.LENGTH - canFam2.genscan.LENGTH - canFam2.nscanGene.LENGTH - canFam2.refGene.LENGTH - canFam2.xenoRefGene.LENGTH - canProcessInMemory - canada.cities - cancel - cancer - cancor - candy - cane - canonic.digamma - canonical.permutation - canonical.theme - canonical_permutation - capabilities - capability - capitalize - capitalize.default - capitalizeStrings - caption - capture - capture.Verbose - capture.and.write - capture.output - captureOutput - captureStackTraces - capwords - car - car.test.frame - car90 - carData - carPalette - carWeb - caret - caretFuncs - caretGA - caretSA - caretSBF - caretTheme - carnivora - carrots - cars - cart2bary - cart2pol - cart2sph - case - case.names - case_when - casefold - cat - cat.FileListTree - cat.NullVerbose - cat.Verbose - cat.default - cat.ebam - cat.matrix - cat.stat - cat.to.list - cat2bin - catTestchisq - cat_boxx - cat_bullet - cat_for_status - cat_line - cat_print - cat_rule - catalogAdd - catalogClearTable - catalogDump - catalogLoad - catalogResolve - catch - catcolwise - catdes - cateGOry - categorical - categorical_pal - categoryName - categoryReshape - categoryToEntrezBuilder - catf - catlist - catmap - cats - catsM - cattell - cav - cavPor3.ensGene.LENGTH - cavPor3.genscan.LENGTH - cavPor3.nscanGene.LENGTH - cavPor3.xenoRefGene.LENGTH - cb1.xenoRefGene.LENGTH - cb3.xenoRefGene.LENGTH - cb_children - cb_contingency - cb_parse_band_Hs - cb_parse_band_Mm - cb_sigBands - cb_test - cbind - cbind.CompressedMatrix - cbind.DGEList - cbind.DNAbin - cbind.DataFrame - cbind.EList - cbind.EListRaw - cbind.MAList - cbind.RGList - cbind.Spatial - cbind.data.frame - cbind.marrayNorm - cbind.marrayRaw - cbind.matrix.csr - cbind.spam - cbind.zoo - cbind2 - cbindX - cbreaks - cc.genes - ccat - ccbvevd - ccf - cch - ccodes - cd4 - cd4.nested - cdbw - cdens - cdensE - cdensEEE - cdensEEI - cdensEEV - cdensEII - cdensEVE - cdensEVI - cdensEVV - cdensV - cdensVEE - cdensVEI - cdensVEV - cdensVII - cdensVVE - cdensVVI - cdensVVV - cdensX - cdensXII - cdensXXI - cdensXXX - cdfFromBioC - cdfFromEnvironment - cdfFromLibPath - cdfMclust - cdfName - cdfcomp - cdfcompcens - cdfenv.example - cdplot - cds - cdsBy - cdsByOverlaps - ce - ce2.geneSymbol.LENGTH - ce2.geneid.LENGTH - ce2.refGene.LENGTH - ce4.geneSymbol.LENGTH - ce4.refGene.LENGTH - ce4.xenoRefGene.LENGTH - ce6.ensGene.LENGTH - ce6.geneSymbol.LENGTH - ce6.refGene.LENGTH - ce6.xenoRefGene.LENGTH - ceScan - ceil - ceiling - ceiling2 - ceiling_date - cellFromCol - cellFromLine - cellFromPolygon - cellFromRow - cellFromRowCol - cellFromRowColCombine - cellFromXY - cellStats - cell_addr - cell_cols - cell_limits - cell_rows - cellranger - cellsFromExtent - cement - censboot - censor - censored.fit - center.only - center.scale - centerText - centers - centers.bclust - centipede.plot - centr_betw - centr_betw_tmax - centr_clo - centr_clo_tmax - centr_degree - centr_degree_tmax - centr_eigen - centr_eigen_tmax - centralization.betweenness - centralization.betweenness.tmax - centralization.closeness - centralization.closeness.tmax - centralization.degree - centralization.degree.tmax - centralization.evcent - centralization.evcent.tmax - centralize - centralize.scores - ceres.plot - ceres.plots - ceresPlot - ceresPlots - cert_verify - cfBrewTemplate - cfHandleUnknownSubmitError - cfKillBatchJob - cfReadBrewTemplate - cforestStats - cfunction - cgd - cgetAnywhere - cgrestandard - chainMergeSort - chainNetSyntenic - chainPreNet - champ.Block - champ.CNA - champ.DMP - champ.DMR - champ.EpiMod - champ.GSEA - champ.QC - champ.SVD - champ.filter - champ.import - champ.impute - champ.load - champ.norm - champ.process - champ.refbase - champ.runCombat - chanames - change.origin - changeLog - change_palette - changedFiles - changes - channel - channelNames - channing - char.expand - char2Rdpiece - char2dms - char2numeric - charToInt - charToInt.default - charToRaw - character - character.table - characterToBSGenome - characterize - charmap - charmatch - chars8bit - charset_to_Unicode - chartr - chazuh - check - check.Assert - check.Rdoc - check.cdf.type - check.derivatives - check.ewce.genelist.inputs - check.options - check.species - checkAlignment - checkArg - checkArgs - checkAtAssignment - checkAttrs - checkBimodality - checkCRAN - checkCauses - checkCluster - checkConditionalX - checkConstraint - checkDocFiles - checkDocStyle - checkEquals - checkEqualsNumeric - checkException - checkFF - checkForRemoteErrors - checkGeneSymbols - checkIdentical - checkIds - checkInstall - checkLabel - checkListElementClass - checkMAPCOUNTS - checkMD5sums - checkModelName - checkNEWS - checkPlatform - checkPlot - checkPoFile - checkPoFiles - checkPolygonsHoles - checkRNG - checkRVersion - checkRd - checkRdaFiles - checkRegistration - checkReplaceFuns - checkResamples - checkS3methods - checkSlotAssignment - checkTargetInfo - checkTnF - checkTrue - checkUTF8 - checkUsage - checkUsageEnv - checkUsagePackage - checkValidFilenames - checkValidPhylo - checkVignettes - checkWarning - check_bioc - check_build_tools - check_built - check_cols - check_compiler - check_cran - check_dbplyr - check_dep_version - check_details - check_divergences - check_dots_unnamed - check_dots_used - check_energy - check_failures - check_field - check_github - check_gitlab - check_hmc_diagnostics - check_inputs_to_magma_celltype_analysis - check_latex - check_man - check_missing - check_mnsl - check_name - check_packages_in_dir - check_packages_in_dir_changes - check_packages_in_dir_details - check_r - check_range - check_rhub - check_rtools - check_suggested - check_treedepth - check_type - check_tzones - check_win_devel - check_win_oldrelease - check_win_release - checkbox - checkboxGroupInput - checkboxInput - checkout - chem - chemdiab - chemdiab_1vs2 - chemdiab_1vs3 - chemdiab_2vs3 - cherry - chevron - chgDefaults - chgroup - chi2r - chiSquare - chickwts - childNames - children - childrenOf - chiplot - chiroptera - chisq.ebam - chisq.lvm - chisq.stat - chisq.test - chisqClass - chkDots - chmatch - choicevar - chol - chol.default - chol.spam - chol2inv - chol2inv.spam - choldrop - cholest - cholup - choose - chooseBioCmirror - chooseCRANmirror - chooseCentralOrgPkgSymbol - choose_color - choose_palette - chorSub - chordal_ring - chorder - chr - chrCats - chrGraph - chrSelectBSseq - chrobakPayneStraightLineDrawing - chrom - chromInfo - chromLengths - chromLocs - chromNames - chroma_slice - chromatogram - chromatograms - chromosome - chromosomeFilter - chronoMPL - chronopl - chronos - chronos.control - chull - chunk - chunk.default - chunkToLineReader - chunk_dim - ci1.geneSymbol.LENGTH - ci1.refGene.LENGTH - ci1.xenoRefGene.LENGTH - ci2.ensGene.LENGTH - ci2.geneSymbol.LENGTH - ci2.refGene.LENGTH - ci2.xenoRefGene.LENGTH - ci2d - ciapower - cigar - cigarNarrow - cigarOpTable - cigarQNarrow - cigarRangesAlongPairwiseSpace - cigarRangesAlongQuerySpace - cigarRangesAlongReferenceSpace - cigarToRleList - cigarWidthAlongPairwiseSpace - cigarWidthAlongQuerySpace - cigarWidthAlongReferenceSpace - cilleruelo - cipoisson - circ.sim - circ.sim.plot - circ.simulation - circ.tests - circadian.F - circadian.cor - circadian.linear.cor - circadian.mean - circadian.phase - circadian.reliability - circadian.sd - circadian.stats - circle.layout - circleGrob - circleLayout - circlize_dendrogram - circulant - circulant.spam - circular.averaging - circular.cor - circular.mean - circular.plot - circularRandomizeRegions - citEntry - citFooter - citHeader - cit_cit_types - cit_types - citation - cite - citeNatbib - citecmd - cited.type.game - cities - citing.cited.type.game - city - cividis - cjd - cksum - clPairs - clPairsLegend - cl_agreement - cl_bag - cl_boot - cl_class_ids - cl_classes - cl_consensus - cl_dissimilarity - cl_ensemble - cl_fuzziness - cl_join - cl_margin - cl_medoid - cl_meet - cl_membership - cl_object_names - cl_pam - cl_pclust - cl_predict - cl_prototypes - cl_tabulate - cl_ultrametric - cl_validity - cladewise - cladogram.plot - clamp - clara - claraCBI - claridge - class - class.ind - class2ind - classAgreement - classDist - classError - classLabel - classMetaName - className - classNameForDisplay - classPC - classVersion - classesToAM - classifdist - classifnp - classifyTestsF - classifyTestsP - classifyTestsT - claw54 - cldem - clean - clean.args - clean_cache - clean_dll - clean_site - clean_theme - clean_vignettes - cleancdfname - cleanup - cleanup.FileProgressBar - cleanup.import - cleanupBigWigCache - clearCache - clearCache.Object - clearLookupCache - clearLookupCache.Object - clearNode - clearPushBack - clearRepository - clearSearch - clearSessionCache - clearValues - clear_clip - cli - cli_sitrep - click - clickOpts - click_rotate - clip - clipGrob - clipString - clipboard - clipr - clipr_available - clique.number - clique_num - cliques - clisymbols - clock24.plot - clogit - clone - clone.Object - clone.default - clone.list - close - close.BamFile - close.BcfFile - close.FaFile - close.RsamtoolsFileList - close.ShortReadFile - close.TabixFile - close.connection - close.screen - close.socket - close.srcfile - close.srcfilealias - closeAllConnections - closeHtmlPage - closeNode - closeNode.NWSnode - closeNode.SOCKnode - closeNode.default - closePage - close_intervals - closed - closed.testing - closeness - closeness.estimate - closepb - cloth - cloud - clowess - clplot - cltest - cltrain - clucols - clue - clugrey - clujaccard - clump - clus2norMix - clusGap - clusexpect - clusplot - cluspop.nb - clustCombi - clustCombiOptim - clustal - clustalomega - clustatsum - cluster - cluster.cor - cluster.distribution - cluster.fit - cluster.loadings - cluster.magazine - cluster.overplot - cluster.plot - cluster.stats - cluster.varstats - cluster2keys - clusterApply - clusterApplyLB - clusterCTSS - clusterCall - clusterData - clusterEvalQ - clusterExport - clusterFDR - clusterMaker - clusterMap - clusterOn - clusterR - clusterRun - clusterSamples - clusterSetRNGStream - clusterSetupRNG - clusterSetupRNGstream - clusterSetupSPRNG - clusterSim - clusterSplit - clusterWindows - cluster_edge_betweenness - cluster_fast_greedy - cluster_infomap - cluster_label_prop - cluster_leading_eigen - cluster_louvain - cluster_optimal - cluster_results_table - cluster_spinglass - cluster_walktrap - clusterbenchstats - clusterboot - clustered.dotplots - clusteringCoef - clusteringCoefAppr - clusteringCoefficient - clusters - clusters.bclust - clusym - cm - cm.colors - cmahal - cmdArg - cmdArgs - cmdArgsCall - cmdscale - cmeans - cmpfile - cmpfun - cmsg - cneFinalListDanRer10Hg38 - cneMerge - cnetplot - cnvrt.coords - co.intervals - co.transfer - co2 - coRankedMatrices - coal - coalesce - coalescent.intervals - cobyla - cochranq.test - cocitation - coda - coda.options - codamenu - code - code.length - code.levels - code2n - code_len - codetools - codoc - codocClasses - codocData - codons - coef - coef.Krig - coef.crq - coef.hclust - coef.lars - coef.mselm - coef.nlrq - coef.selm - coef.slm - coefHier - coefci - coefci.default - coeffRV - coefficients - coefmat - coefplot - coeftest - coeftest.default - coerce - coerceValue - cohen.d - cohen.d.by - cohen.d.ci - cohen.kappa - cohesion - cohesive.blocks - cohesive_blocks - col - col.dist - col.whitebg - col01scale - col2hcl - col2hex - col2rgb - colAUC - colAlls - colAnyMissings - colAnyNAs - colAnys - colAvgsPerRowSet - colClasses - colClasses.default - colCollapse - colCounts - colCummaxs - colCummins - colCumprods - colCumsums - colData - colDiffs - colFromCell - colFromX - colFtests - colIQRDiffs - colIQRs - colLogSumExps - colMadDiffs - colMads - colMaxs - colMeans - colMeans.dist - colMeans.spam - colMeans2 - colMedians - colMins - colOrderStats - colProds - colQuantiles - colRanges - colRanks - colReorder - colSdDiffs - colSds - colSummarizeAvg - colSummarizeAvgLog - colSummarizeBiweight - colSummarizeBiweightLog - colSummarizeLogAvg - colSummarizeLogMedian - colSummarizeMedian - colSummarizeMedianLog - colSummarizeMedianpolish - colSummarizeMedianpolishLog - colSums - colSums.dist - colSums.spam - colSums2 - colTabulates - colVarDiffs - colVars - colWeightedMads - colWeightedMeans - colWeightedMedians - colWeightedSds - colWeightedVars - col_align - col_bin - col_black - col_blue - col_character - col_cyan - col_date - col_datetime - col_double - col_factor - col_green - col_grey - col_guess - col_integer - col_logical - col_magenta - col_means - col_nchar - col_norms - col_number - col_numeric - col_quantile - col_red - col_silver - col_skip - col_strsplit - col_substr - col_substring - col_sums - col_time - col_white - col_yellow - colapply_simple_triplet_matrix - colcenter - coleman - coll - collapse - collapse.replicates - collapse.singles - collapseBSseq - collapseReplicates - collapse_branch - collapsed.intervals - collapsef - collect - collectLocals - collectUsage - collectionType - colmask - colmetanames - colnames - colnames_style - colon - colonnade - color - color.axis - color.gradient - color.id - color.legend - color.pathway.by.objects - color.scale - color.scale.lines - color2D.matplot - colorBiasSummary - colorBlindSafePal - colorConverter - colorFacet - colorRamp - colorRampPalette - color_branches - color_labels - color_palette - color_unique_labels - colorbar - colorbar.plot - colored_bars - colored_dots - coloring - colorlegend - colorpanel - colors - colorschemes - colorspace - colorspaces - colortable - colourInput - colourPicker - colour_branches - colour_ramp - colours - cols - cols_condense - cols_only - colsel - colsplit - colttests - columb - columb.polys - column - columnMatrix - columnMetadata - column_glossary - column_to_rownames - columns - colwise - combMat - combiPlot - combiTree - combinat - combinations - combine - combine.levels - combine27k450k - combineArrays - combineLabels - combineLimits - combineList - combineNodes - combineOverlaps - combineResults - combineScores - combineTests - combineVar - combineVarReports - combine_ansi_styles - combine_styles - combine_vars - combine_words - combinedControlPlot - combn - combn2 - combo - combos - combs - comma - comma_format - commandArgs - comment - comment.SAX - commit - commits - commonCondLogLikDerDelta - commonName - commonRegions - common_by - common_env - common_subtrees_clusters - communities - commutation - comorbidity - comp.test - compCDF - compCorrGraph - compGdist - compact - compactPDF - compactToMat - compactToMatC - compactVignettes - compar.cheverud - compar.gee - compar.lynch - compar.ou - compare - compare.matrix - compareCRS - compareCoefs - compareFactors - compareFits - compareGrowthCurves - compareMatchedClasses - compareModels - comparePhylo - comparePred - compareRaster - compareStrings - compareTwoGrowthCurves - compareVersion - compareXMLDocs - compare_Rcheck - compare_checks - compare_distributions - compare_means - compare_models - compare_tbls - compare_tbls2 - compare_to_cran - compare_usage1 - compartments - compassRose - compatibleGenomes - compatibleVersions - compclassf.classify - compclassf.train - compile - compile.Rdoc - compile.SmartComments - compileAttributes - compilePKGS - compileRdoc - compile_dll - compile_src - compiler - compiler_flags - complement - complement_slice - complementer - complete - complete.cases - completeClassDefinition - completeExtends - completeSubclasses - complete_ - complex - complexitylevels - complik - compnames - component_distribution - component_wise - components - compose - compresid2way - compressBeadData - compressFile - compressFile.default - compressPDF - compressPDF.default - compute - compute.brlen - compute.brtime - computeAllFlinks - computeExprSet - computeGeneSetsOverlap - computeMode - computeRestarts - computeSpikeFactors - computeSumFactors - con.comp - con.regmat - con2cat - con2tr - conTestkw - concatHtmlTables - concatenateMatrices - concordance - concordancefit - concurvity - condLogLikDerDelta - condLogLikDerSize - condense - condentropy - condes - condest - condinformation - condition - conditionCall - conditionCall.condition - conditionMessage - conditionMessage.condition - conditionStackTrace - conditional - conditionalFormat - conditionalFormatting - conditionalPanel - conditionalSECdistr - conditions - condroz - conexp - confInt - confband - confbar - confidence.ellipse - confidenceEllipse - config - confint - confint.default - confint.lm - confint.segmented - confint.selm - confint_tidy - conflicts - conformMethod - confpred - confusion - confusion.matrix - confusionMatrix - confusionMatrix.train - congeneric.sim - conlnorm - connComp - conn_create_fd - conn_create_file - conn_create_pipepair - conn_disable_inheritance - conn_get_fileno - conn_is_incomplete - conn_read_chars - conn_read_lines - conn_set_stderr - conn_set_stdout - conn_write - connect - connect.neighborhood - connectedComp - conpl - consensus - consensusClusters - consensusClustersTpm - consensusMatrix - consensusString - consensusViews - consensus_matrix - consensus_tree - console - console_width - consolidate - consolidateClusters - consolidateSizes - consolidateTrack - constantFold - constrOptim - constrain - constrain_pars - constraint - constraints - constructCVSTModel - constructData - constructFastKRRLearner - constructKRRLearner - constructKlogRegLearner - constructLearner - constructParams - constructSVMLearner - constructSVRLearner - constructSequentialTest - contTable - containLetters - contains - content - content_type - content_type_json - content_type_xml - contents - continuous_scale - contour - contour.default - contourLines - contourplot - contr - contr.Helmert - contr.SAS - contr.Sum - contr.Treatment - contr.dummy - contr.helmert - contr.ltfr - contr.poly - contr.sdif - contr.sum - contr.treatment - contract - contract.vertices - contrastAsCoef - contrasts - contrasts.fit - contrasts.varFit - contrib.url - contributions - contributor - contributors - control - control.errorest - controlClusterFDR - controlCode - controlData - controlProbeDetection - controlStatus - controlStripPlot - controlTypes - controlled_geneset_enrichment - convergence - convert - convert.group.labels - convertArray - convertBeadLevelList - convertColor - convertColsToList - convertComment - convertComment.SmartComments - convertComment.VComments - convertDataFrameCols - convertDfCols - convertFilter - convertFromExcelRef - convertHeight - convertInteger - convertIntegers - convertListOfRowsToDataFrame - convertMatrixType - convertNative - convertRowsToList - convertTheme - convertTo - convertToDate - convertToDateTime - convertToShortString - convertUnit - convertWidth - convertX - convertY - convest - convex.hull - convex_hull - convhulln - convolve - conweibull - cookd - cookies - cooks.distance - coolmap - coop - coord.ellipse - coord2dist - coordProj - coord_cartesian - coord_equal - coord_fixed - coord_flip - coord_map - coord_munch - coord_polar - coord_quickmap - coord_sf - coord_trans - coordinates - coordinatevalues - coordnames - coords - cophenetic - cophenetic.phylo - cophenetic_correlation - cophyloplot - coplot - copy - copyDependencyToDir - copyDirectory - copyDirectory.default - copyEnv - copyFile - copyFile.default - copyRequiredJobFiles - copySubstitute - copyWorkbook - copy_tinytex - copy_to - cor - cor.ci - cor.dendlist - cor.fk - cor.mtest - cor.na - cor.plot - cor.plot.upperLowerCi - cor.smooth - cor.smoother - cor.test - cor.wt - cor2 - 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count.mappedRkeys - count.mappedkeys - count.multiple - count.overplot - count.pairwise - countBam - countBipartitions - countCompatibleOverlaps - countDumpedAlignments - countFa - countGenesInTerm - countLines - countLines.default - countLnodeHits - countMatches - countOverlaps - countPDict - countPWM - countPaths - countPattern - countQueryHits - countRangeset - countRnodeHits - countSubjectHits - countTabix - count_ - count_components - count_fields - count_isomorphisms - count_max_cliques - count_motifs - count_multiple - count_subgraph_isomorphisms - count_terminal_nodes - count_triangles - counties - countpattern - counts - county.fips - countyMapEnv - couple - cout - cov - cov.exp - cov.mat - cov.mcd - cov.mve - cov.nug - cov.rob - cov.sph - cov.trob - cov.wend1 - cov.wend2 - cov.wml - cov.wt - cov.wu1 - cov.wu2 - cov.wu3 - cov2cor - covComed - covGK - covMcd - covMest - covOGK - covPC - covPCAgrid - covPCAproj - covPlot - covariance - covariate_type - covariates - cover - cover.design - coverage - coverageByTranscript - coverageGR - covers - covfix - covmat - covplot - covratio - covw - cowplot - cox.ph - cox.zph - coxExponential.lvm - coxGompertz.lvm - coxWeibull.lvm - coxY - coxfilter - coxph - coxph.control - coxph.detail - coxph.fit - coxph.wtest - coxtest - cp - cp2dp - cpar - cpg.annotate - cpgCollapse - cpgIslands - cpgram - cpm - cpm.DGEList - cpm.default - cpmByGroup - cpmByGroup.DGEList - cpmByGroup.default - cpneTrack - cpower - cppFunction - cpp_object_dummy - cpp_object_initializer - cpplot - cppls - cprint - cprintf - cpus - cqcluster.stats - cr.plot - cr.plots - crModel - crPlot - crPlots - crabB_MvsF - crabF_BvsO - crabM_BvsO - crabO_MvsF - crab_BvsO - crab_MvsF - crabs - cran_ascii_fields - cran_check_flavours - cran_check_results - cran_valid_fields - crayon - crc1.GeRL - create - create.communities - create.post - createAnnObjs.SchemaChoice - createComment - createCorMatrix - createDataPartition - createFileAtomically - createFileAtomically.default - createFolds - createFunctionsList - createGEOMatrix - createGEOMeta - createLLChrCats - createLink - createLink.default - createMAPIncMat - createMOFAobject - createManPath - createManPath.Rdoc - createModel - createMultiFolds - createName - createName.Rdoc - createNamedRegion - createPackage - createProjectTemplate - createRandomRegions - createRenderFunction - createResample - createSimpleBimap - createStyle - createTargetsFile - createTimeSlices - createWebDependency - createWidget - createWindowsShortcut - createWindowsShortcut.default - createWorkbook - create_description - create_env - create_from_github - create_gene_covar_file - create_package - create_progress_bar - create_project - create_tidy_package - create_traceback - creationDate - cred_env - cred_ssh_key - cred_token - cred_user_pass - credit_data - crepuscule - cricket_CvsP - crimtab - crit - criteria - critval - crmatrix - crop - crop.image - cross - cross2 - cross3 - crossCoVGram - cross_d - cross_df - cross_n - crossapply_simple_triplet_matrix - crosscorr - crosscorr.plot - crossentropy - crossing - crossing_ - crossprod - crossprod.spam - crossprod_simple_triplet_matrix - crosstab - crosstalk - crosstalkLibs - crossval - crp - crplot - crq - crq.fit.pen - crq.fit.por - crq.fit.por2 - crq.fit.pow - crs - crs2lm - crul - crul_settings - crunch - cs - csaw - csawUsersGuide - cscale - cshell - cshow - csi - csplit - csrf - css - cstr - csv.get - cta - cta.15 - ctapply - ctd - ctlcurves - ctreeBag - cu.summary - cube - cube2 - cubic.cov - cubits - cum.Vert.funkt - cum3 - cumOverlap - cumall - cumany - cumcategory - cume_dist - cummax - cummean - cummin - cumprod - cumsum - cumsumexact - cumulant.digamma - cumulativeCTSSdistribution - cumuplot - curl - curlError - curlEscape - curlGetHeaders - curlGlobalInit - curlMultiPerform - curlOptions - curlPercentEncode - curlPerform - curlSetOpt - curlUnescape - curlVersion - curl_docs - curl_download - curl_echo - curl_escape - curl_fds - curl_fetch_disk - curl_fetch_echo - curl_fetch_memory - curl_fetch_multi - curl_fetch_stream - curl_options - curl_symbols - curl_unescape - curl_version - curly - currencysubstitution - current.column - current.panel.limits - current.parent - current.rotation - current.row - current.transform - current.viewport - current.vpPath - current.vpTree - currentTimeMillis - currentTimeMillis.System - current_info - current_input - current_vars - curve - curveGrob - curveRep - curveSmooth - curve_multiple - cushny - custom.theme - custom.theme.2 - cut - cut.Date - cut.POSIXt - cut.default - cut2 - cutOff - cutWithMinN - cut_at - cut_interval - cut_lower_fun - cut_number - cut_width - cutat - cuthill.mckee.ordering - cutree - cutreeDynamic - cutreeDynamicTree - cutreeHybrid - cutree_1h.dendrogram - cutree_1k.dendrogram - cv - cv.MclustDA - cv.folds - cv.glm - cv.lars - cv1EMtrain - cvMclustDA - cvd_emulator - cvnn - cvsegments - cweight - cxxfunction - cy3 - cy5 - cyan - cycle - cyclical_scale - cyclone - cylindrect - cynipids - cyp2b10 - cytoBand - d.ci - d.robust - d.stat - d2cumulant.digamma - d2r - d2sigmoid - d2t - dChip.colors - dDA - dDeta - dFNCHypergeo - dMFNCHypergeo - dMWNCHypergeo - dQuote - dSymmModulated - dWNCHypergeo - d_ply - dag.sp - daisy - dalton - danRer3.ensGene.LENGTH - danRer3.geneSymbol.LENGTH - danRer3.refGene.LENGTH - danRer4.ensGene.LENGTH - danRer4.geneSymbol.LENGTH - danRer4.genscan.LENGTH - danRer4.nscanGene.LENGTH - danRer4.refGene.LENGTH - danRer5.ensGene.LENGTH - danRer5.geneSymbol.LENGTH - danRer5.refGene.LENGTH - danRer5.vegaGene.LENGTH - danRer5.vegaPseudoGene.LENGTH - danRer6.ensGene.LENGTH - danRer6.geneSymbol.LENGTH - danRer6.refGene.LENGTH - danRer6.xenoRefGene.LENGTH - dandelion.plot - danen - danes - danet - danishmulti - danishuni - daply - dapply - darken - darker - darned_hg19_subset500 - darwin - dasen - dashboardBody - dashboardHeader - dashboardPage - dashboardSidebar - dat - data - data.Zou - data.class - data.ellipse - data.entry - data.frame - data.frame2GRanges - data.matrix - data.restore - data.table - dataDensityString - dataDetectPval2NA - dataEllipse - dataFAQlog1 - dataFAQscale1 - dataFAQscale2 - dataFrame - dataFrame.default - dataPath - dataRep - dataSetList - dataSigned - dataSize - dataSource - dataTable - dataTableAjax - dataTableOutput - dataTableProxy - dataType - dataURI - dataValidation - dataViewport - data_frame - data_frame_ - database - datadensity - dataentry - dataf - dataf.geneexp - dataf.growth - dataf.medflies - dataf.population - dataf.population2010 - dataf.sim.1.CFF07 - dataf.sim.2.CFF07 - dataf.tecator - dataf2rawfd - dataframe2asc - dataframeReduce - datasets - datasetsDb - datasource - datatable - date - dateInput - dateRangeInput - date_breaks - date_decimal - date_format - date_names - date_names_lang - date_names_langs - date_trans - daten1 - daten2 - davies.test - day - dayOfWeek - dayOfYear - days - days_in_month - db1 - dbAppendTable - dbApply - dbBegin - dbBeginTransaction - dbBind - dbBreak - dbBuildTableDefinition - dbCallProc - dbCanConnect - dbClearResult - dbColumnInfo - dbCommit - dbConnect - dbCreateJobDefTable - dbCreateTable - dbDataType - dbDisconnect - dbDriver - dbEscapeStrings - dbExecute - dbExistsTable - dbFetch - dbFileConnect - dbFileDisconnect - dbGetDBIVersion - dbGetException - dbGetInfo - dbGetJobs - dbGetPreparedQuery - dbGetQuery - dbGetRowCount - dbGetRowsAffected - dbGetStatement - dbGetTable - dbHasCompleted - dbInfo - dbIsReadOnly - dbIsValid - dbListConnections - dbListFields - dbListObjects - dbListResults - dbListTables - dbMoreResults - dbNextResult - dbQuoteIdentifier - dbQuoteLiteral - dbQuoteString - dbReadTable - dbRemoveTable - dbRollback - dbSendPreparedQuery - dbSendQuery - dbSendStatement - dbSetDataMappings - dbUnloadDriver - dbUnquoteIdentifier - dbWithTransaction - dbWriteTable - db_analyze - db_begin - db_commit - db_create_index - db_create_indexes - db_create_table - db_data_type - db_desc - db_drop_table - db_explain - db_has_table - db_insert_into - db_list_tables - db_query_fields - db_query_rows - db_rollback - db_save_query - db_write_table - dbconn - dbd - dbdTime - dbeta - dbfile - dbinom - dbiwt - dblclickOpts - dbmeta - dbscan - dbscanCBI - dbschema - dbvalog - dbvamix - dbvaneglog - dbvbilog - dbvct - dbvevd - dbvhr - dbvlog - dbvnegbilog - dbvneglog - dcast - dcast.data.table - dcauchy - dchisq - dcor0 - dd2dms - ddalpha - ddalpha.classify - ddalpha.getErrorRateCV - ddalpha.getErrorRatePart - ddalpha.test - ddalpha.train - ddalphaf.classify - ddalphaf.getErrorRateCV - ddalphaf.getErrorRatePart - ddalphaf.test - ddalphaf.train - ddays - ddf_Lb - ddfind - ddirichlet - ddiscrete - ddmmmyy - ddply - de - de.ncols - de.restore - de.setup - de_bruijn_graph - death_reg - deaths - debounce - debug - debug.affy123 - debug.lr - debugGatherer - debugMulticore - debugSQL - debugSSH - debug_fseq - debug_pipe - debugcall - debugger - debuggingState - debugonce - decapitalize - decapitalize.default - decathlon - decathlon2 - decide.special.case - decideTests - decideTests.DGEExact - decideTests.DGELRT - decideTests.MArrayLM - decideTests.default - decideTestsDGE - decimal_date - declaration - declaration.Rdoc - decode - decodeURI - decodeURIComponent - decomp.specials - decomp2sigma - decompose - decompose.graph - decomposeVar - decompressBeadData - decompressFile - decompressFile.default - decrypt_envelope - def - default.DNAcopy.bdry - default.stringsAsFactors - defaultClusterOptions - defaultDumpName - defaultPrior - defaultPrototype - defaultSummary - default_locale - default_output_format - default_repos - default_signature - default_site_generator - defaults - defer - defer_parent - deff - defineTestSuite - defmacro - deframe - degAxis - degree - degree.distribution - degree.sequence.game - degreeLabelsEW - degreeLabelsNS - degree_distribution - degseq - del.colgapsonly - del.gaps - del.rowgapsonly - delaunayn - delay - delayedAssign - delcol - delete.edges - delete.response - delete.vertices - deleteData - delete_edge_attr - delete_edges - delete_graph_attr - delete_vertex_attr - delete_vertices - deletion - delimMatch - delivery - delta.plot - deltaMethod - deltat - demangle - demo - demo_spinners - demoplot - dendPlot - dend_diff - dend_expend - dendbackback - dendextend - dendextend_options - dendlist - dendrapply - dendroPlot - dendrogramGrob - denoisePCA - denom_vars - dens - dens.est - densCols - denscomp - denseAnnTrack - dense_rank - density - density.default - density.lf - density.npEM - density.sim - density.spEM - densityBeanPlot - densityBy - densityByProbeType - densityMclust - densityMclust.diagnostic - densityPlot - densityplot - densplot - denspr - denuh - denumerate - dep_auto - dep_prev - dep_types - depan - deparse - deparseLatex - deparse_usage - deparse_usage1 - dependsOnPkgs - depth - depth. - depth.L2 - depth.Mahalanobis - depth.betaSkeleton - depth.contours - depth.contours.ddalpha - depth.graph - depth.halfspace - depth.potential - depth.projection - depth.qhpeeling - depth.sample - depth.simplicial - depth.simplicialVolume - depth.space. - depth.space.Mahalanobis - depth.space.halfspace - depth.space.potential - depth.space.projection - depth.space.simplicial - depth.space.simplicialVolume - depth.space.spatial - depth.space.zonoid - depth.spatial - depth.zonoid - depthf. - depthf.ABD - depthf.BD - depthf.HR - depthf.RP1 - depthf.RP2 - depthf.fd1 - depthf.fd2 - depthf.hM - depthf.hM2 - deratify - deriv - deriv3 - derivatives.est - derive - desaturate - desc - desc_add_author - desc_add_me - desc_add_remotes - desc_add_role - desc_add_to_collate - desc_add_urls - desc_bump_version - desc_change_maintainer - desc_clear_remotes - desc_clear_urls - desc_del - desc_del_author - desc_del_collate - desc_del_dep - desc_del_deps - desc_del_from_collate - desc_del_remotes - desc_del_role - desc_del_urls - desc_fields - desc_get - desc_get_author - desc_get_authors - desc_get_built - desc_get_collate - desc_get_deps - desc_get_field - desc_get_maintainer - desc_get_or_fail - desc_get_remotes - desc_get_urls - desc_get_version - desc_has_dep - desc_has_fields - desc_normalize - desc_print - desc_reformat_fields - desc_reorder_fields - desc_set - desc_set_authors - desc_set_collate - desc_set_dep - desc_set_deps - desc_set_remotes - desc_set_urls - desc_set_version - desc_statby - desc_to_latex - desc_validate - descdist - descendant_of - descendants - descentDetails - descfreq - describe - describe.by - describeBy - describeData - describeFast - describecoef - description - design - design.matrix - designAsFactor - designI2A - designI2M - designIItoMandU - designIItoMandU2 - designItoMandU - designItoMandU2 - designer.colors - destination - destructure - det - detach - detach.BasicObject - detach.Object - detach.default - detachPackage - detachPackage.default - detail - detailRanges - details - detect - detectCores - detectOutlier - detect_index - detect_step - detectbound - detection - detectionCall - detectionP - detectionPValues - detectionPValues.EListRaw - detectionPValues.default - detectionPval.filter - determinant - determinant.matrix - determinant.spam - determinant.spam.chol.NgPeyton - deutan - deutanomaly_cvd - dev.capabilities - dev.capture - dev.control - dev.copy - dev.copy2eps - dev.copy2pdf - dev.cur - dev.flush - dev.hold - dev.interactive - dev.list - dev.new - dev.next - dev.off - dev.prev - dev.print - dev.set - dev.size - dev2bitmap - devAskNewPage - dev_example - dev_help - dev_meta - dev_mode - dev_package_deps - dev_packages - dev_topic_index_reset - devcoords - deviance - deviance.RefFreeCellMix - deviance.ace - deviance.nlrq - deviance.slm - deviceIsInteractive - devtest - devtools - dexp - dextreme - df - df.kernel - df.residual - df2latex - dfOrder - dfbeta - dfbetaPlots - dfbetas - dfbetasPlots - dffits - dfort - dfrechet - dfs - dfs2 - dfsfit - dgamma - dgebal - dgeom - dget - dgev - dglmStdResid - dgpd - dgumbel - dhalfnorm - dhfr - dhistboxp - dhours - dhyper - di2multi - di2multi.multiPhylo - di2multi.phylo - dia.arrow - dia.cone - dia.curve - dia.curved.arrow - dia.ellipse - dia.ellipse1 - dia.rect - dia.self - dia.shape - dia.triangle - diab - diabetes - diabetic - diag - diag.of.spam - diag.off - diag.panel.splom - diag.spam - diagDA - diagN2U - diagU2N - diagX - diagnostics - diagram - diagresidues - diagtest - dialogViewer - diameter - diamondplot - diamonds - diana - dicedist - dichromat - dichromat.pal.blind.info - dichromat_pal - dictionariesPath - diff - diff.AtomicList - diff.Date - diff.POSIXt - diff.Rle - diff.default - diff.difftime - diff.spam - diff2 - diffSplice - diffSpliceDGE - diff_express - difference - differential_splicing - diffinv - diffmeanX - diffs.1.N - difftime - difftimeDate - diffuse - diffusionKmeans - diffusionMap - digamma - digest - digest2int - digits - digits2number - digitsBase - dijkstra.sp - dim - dim.CompressedMatrix - dim.DGEExact - dim.DGEGLM - dim.DGELRT - dim.DGEList - dim.EList - dim.EListRaw - dim.MAList - dim.MArrayLM - dim.RGList - dim.TopTags - dim.data.frame - dimColor - dimLabels - dimRed - dimRedData - dimRedMethodList - dimRedQualityList - dimRedResult - dim_desc - dim_select - dimdesc - dimension - dimension.default - dimensions - dimnames - dimnames.DGEExact - dimnames.DGEGLM - dimnames.DGELRT - dimnames.DGEList - dimnames.EList - dimnames.EListRaw - dimnames.MAList - dimnames.MArrayLM - dimnames.RGList - dimnames.TopTags - dimnames.data.frame - dims - dinucleotideFrequency - dinucleotideFrequencyTest - dinvgamma - dinvgauss - dip - dip.test - dipp.tantrum - diptest - diptest.multi - dir - dir.create - dir.exists - dir_copy - dir_create - dir_delete - dir_exists - dir_info - dir_ls - dir_map - dir_tree - dir_walk - direct - directL - directSl - directed_graph - direction - dirichlet_multinomial_anova - dirichlet_multinomial_anova_mc - dirichlet_multinomial_glm - dirname - disable - disabled - disaggregate - disassemble - discard - discover_repository - discoveries - discr_coords - discrcoord - discrete - discrete.recode - discrete_scale - discretize - discretize.image - discrproj - disexp - disjoin - disjointBins - disjointExons - disjoint_union - diskCache - dislnorm - dispBinTrend - dispCoxReid - dispCoxReidInterpolateTagwise - dispCoxReidPowerTrend - dispCoxReidSplineTrend - dispDeviance - dispPearson - dispTable - dispersion - dispersionFunction - dispersions - displ - display - display.brewer.all - display.brewer.pal - display.coda.options - display.spam - displayCode - displayCode.default - displayPars - dispois - dist - dist.aa - dist.dendlist - dist.dna - dist.gene - dist.nodes - dist.topo - dist2 - dist_all_cdf - dist_cdf - dist_data_all_cdf - dist_data_cdf - dist_ll - dist_long - dist_pdf - dist_rand - distance - distanceFromPoints - distanceToNearest - distance_correlation - distance_table - distance_to_nearest - distancefactor - distances - distcritmulti - disthclustCBI - disthclusttreeCBI - distinct - distinct_ - distinct_edges - distmesh2d - distmeshnd - distnoisemclustCBI - distortionMin - distratio - distributeNegation - distribution - distrsimilarity - dither - div - div_gradient_pal - diverge_hcl - diverge_hsv - divergex_hcl - diverging_hcl - diverging_hsv - diverging_pal - divergingx_hcl - divergingx_palettes - diversi.gof - diversi.time - diversity - diversity.contrast.test - divide_by - divide_by_int - diwish - djd - dknn.classify - dknn.classify.trained - dknn.train - dlnorm - dlogis - dlply - dm1.geneSymbol.LENGTH - dm1.genscan.LENGTH - dm1.refGene.LENGTH - dm2.geneSymbol.LENGTH - dm2.geneid.LENGTH - dm2.genscan.LENGTH - dm2.nscanGene.LENGTH - dm2.refGene.LENGTH - dm3.geneSymbol.LENGTH - dm3.nscanPasaGene.LENGTH - dm3.refGene.LENGTH - dmSymmModulated - dmaket - dmft - dmicroseconds - dmilliseconds - dminutes - dmnom - dmnorm - dmpFinder - dmrFinder - dmrcate - dmrcatedata - dmrse - dmrse_col - dmrse_row - dmsc - dmsn - dmst - dmt - dmultinom - dmvalog - dmvevd - dmvlog - dmvn0 - dmvnorm - dmvt - dmy - dmy_h - dmy_hm - dmy_hms - dnanoseconds - dnbinom - dnds - dnoncenhypergeom - dnorMix - dnorMixL - dnorm - dnweibull - do - do.breaks - do.call - do.call2 - do.index - doCall - doCall.default - doMC - doParallel - doPrimitiveMethod - doRNG - doRNGversion - doRenderTags - doSNOW - doScale - doSim - do_ - do_read_bib - docName - docall - document - documentClose - documentNew - documentSave - documentSaveAll - document_position - document_range - dog_for_status - dogs - dollar - dollar_format - domain - dominator.tree - dominatorTree - dominator_tree - dontCheck - dopb - doppler - dorder - dose.p - dot - dotCall64 - dotPlot - dot_product - dotbl - dotchart - dotchart2 - dotchart3 - dotchartp - dotchartpl - dotplot - dotplot.mtb - dotsInPolys - dots_capture - double - double.exp - doubleYScale - double_quote - down - downSample - downViewport - downdateR - download.file - download.packages - downloadButton - downloadFile - downloadFile.character - downloadGEObedFiles - downloadGSMbedFiles - downloadHandler - downloadLink - download_file - download_html - download_ssl_cert - download_users - download_version - download_xml - downs.bc - downsampleCounts - downstream - dp2.genscan.LENGTH - dp2.xenoRefGene.LENGTH - dp2cp - dp2op - dp3.geneid.LENGTH - dp3.genscan.LENGTH - dp3.xenoRefGene.LENGTH - dpicoseconds - dpih - dpik - dpill - dplcon - dpldis - dplyr - dpnorMix - dpois - dpp - dput - dr_clipr - dr_devtools - dr_dplyr - dr_github - draft - drape.color - drape.plot - draw - draw.arc - draw.circle - draw.colorkey - draw.cor - draw.ddplot - draw.density - draw.details - draw.ellipse - draw.history - draw.key - draw.pairwise.venn - draw.quad.venn - draw.quintuple.venn - draw.radial.line - draw.single.venn - draw.sp.case - draw.sp.case.preprocess - draw.sp.case.scaled - draw.tetra - draw.tilted.sector - draw.triple.venn - drawAgNode - drawAxis - drawDetails - drawExtent - drawGD - drawLayer - drawLine - drawNestedBars - drawPath - drawPlot - drawPoly - drawSectorAnnulus - drawSupportOnEdges - drawTxtLabel - draw_figure_label - draw_grob - draw_image - draw_key_abline - draw_key_blank - draw_key_boxplot - draw_key_crossbar - draw_key_dotplot - draw_key_label - draw_key_path - draw_key_point - draw_key_pointrange - draw_key_polygon - draw_key_rect - draw_key_smooth - draw_key_text - draw_key_vline - draw_key_vpath - draw_label - draw_line - draw_plot - draw_plot_label - draw_text - dridgeline - drivers - drl_defaults - droAna1.geneid.LENGTH - droAna1.genscan.LENGTH - droAna1.xenoRefGene.LENGTH - droAna2.genscan.LENGTH - droAna2.xenoRefGene.LENGTH - droEre1.genscan.LENGTH - droEre1.xenoRefGene.LENGTH - droGri1.genscan.LENGTH - droGri1.xenoRefGene.LENGTH - droMoj1.geneid.LENGTH - droMoj1.genscan.LENGTH - droMoj1.xenoRefGene.LENGTH - droMoj2.genscan.LENGTH - droMoj2.xenoRefGene.LENGTH - droPer1.genscan.LENGTH - droPer1.xenoRefGene.LENGTH - droSec1.genscan.LENGTH - droSec1.xenoRefGene.LENGTH - droSim1.geneid.LENGTH - droSim1.genscan.LENGTH - droSim1.xenoRefGene.LENGTH - droVir1.geneid.LENGTH - droVir1.genscan.LENGTH - droVir1.xenoRefGene.LENGTH - droVir2.genscan.LENGTH - droVir2.xenoRefGene.LENGTH - droYak1.geneid.LENGTH - droYak1.genscan.LENGTH - droYak1.xenoRefGene.LENGTH - droYak2.genscan.LENGTH - droYak2.xenoRefGene.LENGTH - drop - drop.fossil - drop.levels - drop.scope - drop.terms - drop.tip - drop.uninformative.genes - drop0 - drop1 - dropAnno - dropECode - dropEmptyLevels - dropFilter - dropLayer - dropLociWithSnps - dropMethylationLoci - dropNamed - dropSeqlevels - drop_na - drop_na_ - drop_simple_sparse_array - drop_style - dropdownMenu - dropdownMenuOutput - droplevels - droplevels.List - droplevels.Rle - droplevels.data.frame - droplevels.factor - dropterm - drr - drweibull - dsa_keygen - dsc - dscale - dseconds - dsep - dsigmoid - dsignrank - dsn - dst - dsurvreg - dt - dtHoriz - dtdElement - dtdElementValidEntry - dtdEntity - dtdIsAttribute - dtdValidElement - dtomogplot - dtw - dtwDist - dtwPlot - dtwPlotAlignment - dtwPlotDensity - dtwPlotThreeWay - dtwPlotTwoWay - dtwWindow.plot - dual - ducks - dudahart2 - dummy.code - dummy.coef - dummy.coef.lm - dummyData - dummyVars - dummy_names - dump - dump.frames - dumpGXL - dumpMethod - dumpMethods - dumpPackTxt - dunif - dupCurlHandle - dup_axis - duplicateCorrelation - duplicateRSID - duplicate_leaf - duplicated - duplicated.DataTable - duplicated.GenomicRanges - duplicated.POSIXlt - duplicated.Vector - duplicated.XRawList - duplicated.array - duplicated.data.frame - duplicated.default - duplicated.matrix - duplicated.numeric_version - duplicated.warnings - duplicated2 - duplicatedEdges - duplicatedIntegerPairs - duplicatedIntegerQuads - duplicationMatrix - duration - durbin.watson - durbinWatsonTest - dustyFilter - dustyScore - dvi - dvigv - dvips - dweeks - dweibull - dwilcox - dwish - dwt - dwtest - dxrule.sca - dyad.census - dyad_census - dyadic.2check - dyadic.check - dyears - dym - dyn.load - dyn.unload - dynCurlReader - dynGet - dynamicClusterApply - dynamicTreeCut - dynrq - dystrophy - dyule - e1071 - eBayes - eSetFilter - eWV - each - each_edge - eagles - eapply - eaxis - ebam - ebam2excel - ebam2html - ebamControl - ebayes - ebmtp2mtp - ec_dh - ec_keygen - eccentricity - ecdf - ecdf.ksCI - ecdfplot - ecdsa_parse - ecdsa_write - ecget - eclust - ecoli_cpvsim - ecoli_cpvspp - ecoli_imvspp - economics - economics_long - ecount - ed25519_keygen - ed25519_sign - ed25519_verify - edays - edge - edge.attributes - edge.betweenness - edge.betweenness.community - edge.betweenness.estimate - edge.connectivity - edge.disjoint.paths - edgeConnectivity - edgeData - edgeDataDefaults - edgeL - edgeList - edgeMatrix - edgeNames - edgeR - edgeRUsersGuide - edgeRenderInfo - edgeSetIntersect0 - edgeSetUnion0 - edgeSets - edgeWeights - edge_attr - edge_attr_names - edge_betweenness - edge_connectivity - edge_density - edge_disjoint_paths - edgegraph - edgelabels - edgemode - edges - edgington - edit - editData - editDetails - editFileExtensions - editGrob - edit_file - edit_git_config - edit_git_ignore - edit_r_buildignore - edit_r_environ - edit_r_makevars - edit_r_profile - edit_rstudio_snippets - edmonds.karp.max.flow - edmondsMaxCardinalityMatching - edmondsOptimumBranching - education - eff.aovlist - effectSize - effectiveSize - effects - eget - ego - ego_size - egsub - ehours - ehplot - eig - eigen - eigen.loadings - eigen.spam - eigen_approx - eigen_centrality - el - elNamed - elda - eldaOneGroup - election - elem - element - elementMetadata - elementNROWS - elementType - element_blank - element_grob - element_line - element_rect - element_text - elements - elide - elim - ell2poly - ellipse - ellipseCA - ellipseGrob - ellipsePoints - ellipse_check - ellipses - ellipsis - ellipsoidPoints - ellipsoidhull - em - emControl - emE - emEEE - emEEI - emEEV - emEII - emEVE - emEVI - emEVV - emV - emVEE - emVEI - emVEV - emVII - emVVE - emVVI - emVVV - emX - emXII - emXXI - emXXX - em_quantvg - emacs - embed - embedFonts - embed_adjacency_matrix - embed_dir - embed_file - embed_files - embed_laplacian_matrix - embed_notebook - emicroseconds - emilliseconds - eminutes - empPvals - empinf - empirical.controls - empiricalFDR - empiricalOverlaps - empty - empty.dimnames - empty.dump - emptyCacheRegioneR - emptyMethodsList - empty_graph - emptyenv - emptyspace - emskewCBI - emstep.nm - enable - enableBookmarking - enableJIT - enanoseconds - enc2native - enc2utf8 - encode - encodeOverlaps - encodeOverlaps1 - encodeString - encodeURI - encodeURIComponent - encoded_text_to_latex - encoding - encodingHalves - encomptest - encrypt_envelope - end - end.dynrq - endCluster - endElement.SAX - endIndex - endoapply - endogenous - endosulfan - ends - endsWith - ends_with - enexpr - enexprs - enframe - engel - engine.display.list - engine_output - enlist - enquo - enquos - enquote - enrichAnnoOverlap - enrichDGN - enrichDGNv - enrichDO - enrichMap - enrichNCG - enrichPeakOverlap - ensDbFromAH - ensDbFromGRanges - ensDbFromGff - ensDbFromGtf - ensemblVersion - ensembl_transcript_lengths_GCcontent - ensembldb - ensureNamespace - ensureVector - ensym - ensyms - entPlot - entanglement - enter - enter.NullVerbose - enter.Verbose - enterf - enterf.Verbose - entityDeclaration.SAX - entrezGeneByID - entrezGeneQuery - entropy - entry.value - enumPairs - env - env.profile - envelope - environment - environmentIsLocked - environmentName - environmental - ep - epi - epi.bfi - epi.dictionary - epiR - epic.controls - epicoseconds - epil - epilepsy - epiweek - epiyear - epsilonCompute - eq - eqscplot - equCab1.geneSymbol.LENGTH - equCab1.geneid.LENGTH - equCab1.nscanGene.LENGTH - equCab1.refGene.LENGTH - equCab1.sgpGene.LENGTH - equCab2.ensGene.LENGTH - equCab2.geneSymbol.LENGTH - equCab2.nscanGene.LENGTH - equCab2.refGene.LENGTH - equCab2.xenoRefGene.LENGTH - equal.count - equalBins - equalizeLibSizes - equalizeLibSizes.DGEList - equalizeLibSizes.default - equals - equals.BasicObject - equals.Object - equals.Options - equals.Verbose - equals.default - equamax - equation - equivalence - erase - erase.screen - erdos.renyi.game - ereprompt - ergoStool - erode - erode.hexbin - errbar - error - error.bars - error.bars.by - error.bars.tab - error.crosses - error.dots - errorBars - errorCircles - errorCondition - errorSubstitutionMatrices - errorest - esApply - escapeBS - escapeRdFilename - escapeRdFilename.Rdoc - escapeRegex - eseconds - esem - esem.diagram - esetsFemale - esetsMale - esoph - estDispersion - estNormFactors - estVar - establishment.game - estep - estep.nm - estepE - estepEEE - estepEEI - estepEEV - estepEII - estepEVE - estepEVI - estepEVV - estepV - estepVEE - estepVEI - estepVEV - estepVII - estepVVE - estepVVI - estepVVV - estfun - estim_ncp - estimate - estimate.dates - estimate.mu - estimateBeta - estimateBetaPriorVar - estimateCellCounts - estimateCommonDisp - estimateCommonDisp.DGEList - estimateCommonDisp.default - estimateCoverage - estimateDisp - estimateDisp.DGEList - estimateDisp.default - estimateDispersions - estimateDispersionsFit - estimateDispersionsGeneEst - estimateDispersionsMAP - estimateDispersionsPriorVar - estimateExonGenewiseDisp - estimateGLMCommonDisp - estimateGLMCommonDisp.DGEList - estimateGLMCommonDisp.default - estimateGLMRobustDisp - estimateGLMTagwiseDisp - estimateGLMTagwiseDisp.DGEList - estimateGLMTagwiseDisp.default - estimateGLMTrendedDisp - estimateGLMTrendedDisp.DGEList - estimateGLMTrendedDisp.default - estimateIntensity - estimateLumiCV - estimateM - estimateMLEForBetaPriorVar - estimateMethylationBG - estimateSizeFactors - estimateSizeFactorsForMatrix - estimateTagwiseDisp - estimateTagwiseDisp.DGEList - estimateTagwiseDisp.default - estimateTrendedDisp - estimateTrendedDisp.DGEList - estimateTrendedDisp.default - estimate_betweenness - estimate_closeness - estimate_edge_betweenness - estimate_pars - estimate_xmin - estimate_yj - estimethod - ethanol - euro - eurodist - eval - eval.parent - eval.quoted - evalCapture - evalCpp - evalOnLoad - evalSeparately - evalSource - evalWithTimeout - eval_data_col - eval_fork - eval_safe - eval_tbls - eval_tbls2 - evalq - evalqOnLoad - evaluate - evaluate.GString - evaluate.NullVerbose - evaluate.Verbose - evcent - evd - even - event.chart - event.convert - event.history - eventReactive - eventTime - event_data - event_register - event_unregister - every - everything - evidenceCode - evind.test - evlpoly - evlpoly2 - evmc - evonet - ewLasso - ewce.plot - ewce_expression_data - eweeks - eweights - exAM - exHartigan - exactTest - exactTestBetaApprox - exactTestByDeviance - exactTestBySmallP - exactTestDoubleTail - example - example.lumi - example.lumiMethy - example.methyTitration - exampleCAGEset - exampleLevels - examplePathways - exampleRanks - example_genelist - example_loglik_array - example_loglik_matrix - excel_format - excel_sheets - exclude.too.far - excludeStaticPath - exec_background - exec_internal - exec_status - exec_wait - executeCommand - exi - exiplot - existGradient - exists - existsFunction - existsMethod - exit - exit.NullVerbose - exit.Verbose - exitCheck - exogenous - exon - exon.segment - exonicParts - exons - exonsBy - exonsByOverlaps - exp - exp.tilt - expAtv - expRMM_EM - exp_trans - expand - expand.grid - expand.model.frame - expandAsMatrix - expandParameters - expand_ - expand_dots - expand_limits - expand_list - expand_range - expand_scale - expcov - expect_known_display - expectedCounts - experimentData - experimentPath - experiments - expinfo - expit - explain - explode - explodeCigarOpLengths - explodeCigarOps - explodePaths - exploreData - explvar - expm - expm.Higham08 - expm1 - expmCond - expmFrechet - expoTrans - export - export.2bit - export.bed - export.bed15 - export.bedGraph - export.bw - export.gff - export.gff1 - export.gff2 - export.gff3 - export.ucsc - export.wig - exportCTSStoBedGraph - exportFASTA - exportPajek - exportTestValues - exportToBed - exportToTabix - exportTracks - export_pajek - exposeClass - expose_stan_functions - expr - expr.tree - exprToFunction - expr_env - expr_find - expr_label - expr_text - express.summary.stat - express.summary.stat.methods - expression - expressionClasses - expressionMatrix - expressionQCPipeline - expressionSet133a - expression_GSE19380 - expresso - expressoWidget - exprs - exprs.MA - extSoftVersion - extend - extend.BasicObject - extend.Interface - extend.Object - extend.default - extendRegions - extendShinyjs - extend_simple_sparse_array - extended - extended.figures - extended_breaks - extendrange - extends - extension - extension.diagram - extent - extentFromCells - externalRefMethod - extprod3d - extra_cols - extract - extract.array - extract.clade - extract.data - extract.default - extract.lme.cov - extract.lme.cov2 - extract.matrix - extract.mixturepars - extract.popsize - extract2 - extractAB - extractAIC - extractAIC.nlrq - extractAIC.rq - extractAIC.slm - extractAlignmentRangesOnReference - extractAllMatches - extractAssayDataFromList2 - extractAt - extractBarcodeAndPosition - extractCoords - extractExpressionClass - extractFromTo - extractGraphAM - extractGraphBAM - extractList - extractLocalFun - extractLocsFile - extractPath - extractPrediction - extractPreserveChunks - extractProb - extractQueryStartInTranscript - extractROWS - extractRanges - extractReads - extractSECdistr - extractSeqlevels - extractSeqlevelsByGroup - extractSkippedExonRanks - extractSpannedExonRanks - extractStackTrace - extractSteppedExonRanks - extractSubList - extractTranscriptSeqs - extractUpstreamSeqs - extract_ - extract_log_lik - extract_numeric - extract_raw_output - extract_sparse_parts - eyears - f.pvalue - f.robftest - f1Score - fData - fScore - f_capture - f_env - f_eval - f_eval_lhs - f_eval_rhs - f_interp - f_label - f_lhs - f_list - f_new - f_rhs - f_text - f_unwrap - fa - fa.congruence - fa.diagram - fa.extend - fa.extension - fa.graph - fa.lookup - fa.multi - fa.multi.diagram - fa.organize - fa.parallel - fa.parallel.poly - fa.plot - fa.poly - fa.random - fa.rgraph - fa.sapa - fa.sort - fa.stats - fa2irt - fa2latex - faBy - faCor - fabricfault - fac - fac2Sparse - fac2num - fac2sparse - facet - facet_free - facet_grid - facet_null - facet_wrap - facmul - fact - factanal - facto_summarize - factoextra - factor - factor.congruence - factor.fit - factor.minres - factor.model - factor.pa - factor.plot - factor.residuals - factor.rotate - factor.scope - factor.scores - factor.stats - factor.wls - factor2character - factor2cluster - factorNames - factorValues - factorial - factorize - failure - failwith - faithful - faithfuld - family - fan.plot - fancyarrows - fanny - fansi - fansi_lines - farms - farthest.nodes - farthest_vertices - fast.1way - fastCV - fastICA - fastLm - fastLmPure - fastT - fastTps - fastTps.MLE - fastTpsMLE - fast_strptime - fasta.index - fasta.seqlengths - fastgreedy.community - fastmatch - fastme.bal - fastme.ols - fastq.geometry - fbeta - fbvalog - fbvamix - fbvaneglog - fbvbilog - fbvcalog - fbvcamix - fbvcaneglog - fbvcbilog - fbvcct - fbvchr - fbvclog - fbvcnegbilog - fbvcneglog - fbvcpot - fbvct - fbvevd - fbvhr - fbvlog - fbvnegbilog - fbvneglog - fbvpbilog - fbvpct - fbvphr - fbvplog - fbvpnegbilog - fbvpneglog - fbvpot - fbvppot - fclustIndex - fct_anon - fct_c - fct_collapse - fct_count - fct_cross - fct_drop - fct_expand - fct_explicit_na - fct_infreq - fct_inorder - fct_inseq - fct_lump - fct_lump_min - fct_match - fct_other - fct_recode - fct_relabel - fct_relevel - fct_reorder - fct_reorder2 - fct_rev - fct_shift - fct_shuffle - fct_unify - fct_unique - fdHess - fdrtool - feasible - feasible.point - feather.plot - feature - featureCoverage - featureData - featureFilter - featureNames - featurePlot - features - featuretypeCounts - felCat3.ensGene.LENGTH - felCat3.geneSymbol.LENGTH - felCat3.geneid.LENGTH - felCat3.genscan.LENGTH - felCat3.nscanGene.LENGTH - felCat3.refGene.LENGTH - felCat3.sgpGene.LENGTH - felCat3.xenoRefGene.LENGTH - fetch - fetchChromSizes - fetchExtendedChromInfoFromUCSC - fetchTablesFromEnsembl - fetch_genotypes - fetch_heads - fextreme - ffCompress - fft - fgev - fgev.norm - fgev.quantile - fgl - fgsea - field - fields - fields.D - fields.color.picker - fields.convert.grid - fields.derivative.poly - fields.diagonalize - fields.diagonalize2 - fields.duplicated.matrix - fields.evlpoly - fields.evlpoly2 - fields.mkpoly - fields.pochdown - fields.pochup - fields.rdist.near - fields.style - fields.x.to.grid - fieldsPlotColors - fifo - fig_chunk - fig_path - file - file.access - file.append - file.choose - file.copy - file.create - file.edit - file.exists - file.info - file.info2 - file.link - file.mode - file.mtime - file.path - file.remove - file.rename - file.show - file.size - file.symlink - fileAccess - fileAccess.default - fileCreate - fileInput - fileName - filePath - filePath.default - fileScan - fileSnapshot - fileUpload - file_access - file_chmod - file_chown - file_copy - file_create - file_delete - file_exists - file_ext - file_extension - file_info - file_move - file_path_as_absolute - file_path_sans_ext - file_show - file_size - file_string - file_temp - file_temp_pop - file_temp_push - file_test - file_touch - file_writer - filename - files - filesInfo - filesList - fill - fill.corner - fillCol - fillPage - fillRow - fill_ - fill_palette - fillcolor - filled.contour - filledContour - fillin - filt - filter - filter.genes.without.1to1.homolog - filterBam - filterByExpr - filterByExpr.DGEList - filterByExpr.default - filterChromosomes - filterDEGs - filterFastq - filterGOByOntology - filterGeneSets - filterNull - filterOptions - filterResults - filterRules - filterSeeds - filterType - filterVarImp - filterVars - filterVcf - filterWindows - filterXY - filter_ - filter_all - filter_at - filter_by_orthologs - filter_checkbox - filter_if - filter_select - filter_slider - filter_volcano - filtered_R - filtered_p - filterfun - filtering - finCenter - finalDefaultMethod - finalize - finalize.Object - finalizeSession - finalizeSession.default - finally - find - find.a0 - find.cat.pos - find.dist - find.intersect - find.matches - find.package - find.skyline.epsilon - find.upcross - findAMstats - findAnnotationProbes - findChr4LL - findClass - findCompatibleOverlaps - findCorrelation - findDelta - findDependencies - findDisappeared - findDispatchMethodsS3 - findDone - findErrors - findExcelGeneSymbols - findExpired - findFiles - findFiles.default - findFun - findFuncLocals - findFunction - findGhostscript - findGhostscript.System - findGlobals - findGraphicsDevice - findGraphicsDevice.System - findHTMLlinks - findHTTPHeaderEncoding - findID - findImportantPCs - findInterval - findJobs - findLargest - findLineNum - findLinearCombos - findLocals - findLocalsList - findMarkers - findMatches - findMateAlignment - findMaxima - findMethod - findMethodSignatures - findMethods - findMissingResults - findNeighbors - findNotDone - findNotErrors - findNotOnSystem - findNotRunning - findNotStarted - findNotSubmitted - findNotTerminated - findOnSystem - findOverlapPairs - findOverlaps - findPackageEnv - findPalindromes - findRange - findRecvOneTag - findRestart - findRun - findRunning - findSettings - findSettings.Settings - findSourceTraceback - findSourceTraceback.default - findSpliceOverlaps - findStarted - findSubmitted - findTerminated - findUnique - findXInclude - find_data - find_dend - find_dendrogram - find_devpackage - find_external_resources - find_gs_cmd - find_k - find_model_names - find_package_root_file - find_panel - find_remake_root_file - find_root - find_root_file - find_rshcmd - find_rstudio_root_file - find_rtools - find_testthat_root_file - findrep - finegray - fingerprint - finish - finish_glance - fintersect - fir - first - first.word - fish - fisher.test - fisherTests - fisherz - fisherz2r - fit - fit.li.wong - fit.mult.impute - fitFDist - fitFDistRobustly - fitGammaIntercept - fitNBP - fitParallel - fit_hrg - fit_power_law - fit_to_timeline - fit_xy - fitdist - fitdistcens - fitdistr - fitdistrplus - fitmixture - fitted - fitted.Krig - fitted.MArrayLM - fitted.monoreg - fitted.mselm - fitted.nlrq - fitted.rqss - fitted.selm - fitted.slm - fitted.values - fiveUTRsByTranscript - fivenum - fix - fix.bad.hgnc.symbols - fix.bad.mgi.symbols - fix.family.link - fix.family.ls - fix.family.qf - fix.family.rd - fix.family.var - fixCoordinates - fixDependence - fixInNamespace - fixMethOutliers - fixPre1.8 - fix_data_frame - fix_members_attr.dendrogram - fix_mnsl - fixed - fixed.effects - fixedPage - fixedPanel - fixedRow - fixef - fixmahal - fixreg - fixsome - flag - flame - flank - flaremix.init - flaremixEM - flashClust - flatGrl - flatTable - flatten - flatten.dendrogram - flattenAssignment - flattenPanel - flatten_chr - flatten_dbl - flatten_df - flatten_dfc - flatten_dfr - flatten_int - flatten_lgl - flchain - flea - flexmix - flexmixedruns - fligner.test - flip - flip.venn - flipHorizontal - flipQuery - flipVertical - flip_leaves - flippedQuery - floating.pie - floating.pie.asp - floor - floor_date - flowLayout - flowPath - flowSorted - flower - floyd.warshall.all.pairs.sp - fluazinam - fluidPage - fluidRow - flush - flush.TextStatusBar - flush.connection - flush.console - flushDumpedAlignments - flush_console - fmatch - fmatch.hash - fmm - fn_switch - fndr.cutoff - fnsd - focal - focalWeight - fold - foldchange - foldchange2logratio - foldr - follow - font - foo - foodstamp - footsize - forName - forName.Class - forbes - forcats - force - force.integer - forceAndCall - forceGrob - forceSymmetric - force_tz - force_tzs - forder - foreach - foreign - forest.fire.game - forestplot - forgeBSgenomeDataPkg - forgeMaskedBSgenomeDataPkg - forgeMasksFiles - forgeSeqFiles - forgeSeqlengthsFile - forget - formXtViX - form_data - form_file - formalArgs - formals - format - format.AsIs - format.Date - format.POSIXct - format.POSIXlt - format.Surv - format.data.frame - format.default - format.df - format.difftime - format.factor - format.hexmode - format.info - format.libraryIQR - format.numeric_version - format.octmode - format.packageInfo - format.pval - format.summaryDefault - format.yearqtr - formatC - formatCats - formatCons - formatCurrency - formatDL - formatDate - formatDateTime - formatDescription - formatOL - formatPercentage - formatR - formatRound - formatSep - formatSignif - formatSpMatrix - formatSparseM - formatStackTrace - formatString - formatStyle - formatTestStats - formatUL - format_csv - format_csv2 - format_delim - format_format - format_from_ext - format_from_signature - format_funusage - format_sumstats_for_magma - format_tagged_na - format_tsv - format_type_sum - formatdescribeSingle - formula - formula.gam - formula.nlrq - formula.rq - fortify - fortify.zoo - fortify_map - forward - forwardsolve - forwardsolve.spam - fot - fourCellsFromXY - fourfoldplot - foverlaps - fox - fparse - fpc - fpclusters - fpclusters.mfpc - fpclusters.rfpc - fpiter - fpkm - fplot - fpm - fpmi - fpot - fpot.norm - fpot.quantile - fr1.ensGene.LENGTH - fr1.genscan.LENGTH - fr2.ensGene.LENGTH - fractions - fragment - frailty - frailty.gamma - frailty.gaussian - frailty.t - frame - frameApply - frameGrob - frame_data - frame_matrix - franceMapEnv - frank - frankv - fread - freduce - free - freeny - freezePane - freezeReactiveVal - freezeReactiveValue - french_fries - freq - freq.array - frequency - frequency.polygon - frets - friedman.test - frjd - frollmean - from - fromCellDataSet - fromDisk - fromExpression - fromGXL - fromJSON - fromList - fromTo - from_adjacency - from_data_frame - from_edgelist - from_incidence_matrix - from_literal - from_rmarkdown - from_wd - frontier - fruchtermanReingoldForceDirectedLayout - fruit - fry - fry.DGEList - fry.default - fs - fs.boundary - fs.test - fs_bytes - fs_path - fs_perms - fsetdiff - fsetequal - fsort - fstats - fsva - ftM2adjM - ftM2graphNEL - ftM2int - ftable - ftemp - ftpUpload - ftupwr - ftuss - fudge2 - fuks - full.score - fullRank - full_bipartite_graph - full_citation_graph - full_graph - full_join - full_seq - fullaxis - fullgrid - fullseq - fully_trained - funEnv - functionBody - functionGrob - function_new - functional - functions - funion - funs - funs_ - furc - futile.options - future - future.apply - futureAssign - futureCall - futureOf - future_Map - future_apply - future_by - future_eapply - future_lapply - future_mapply - future_replicate - future_sapply - future_tapply - future_vapply - futures - fuzzy.ebam - fuzzy.stat - fvarLabels - fvarMetadata - fviz - fviz_add - fviz_ca - fviz_ca_biplot - fviz_ca_col - fviz_ca_row - fviz_cluster - fviz_contrib - fviz_cos2 - fviz_dend - fviz_dist - fviz_eig - fviz_ellipses - fviz_famd - fviz_famd_ind - fviz_famd_var - fviz_gap_stat - fviz_hmfa - fviz_hmfa_group - fviz_hmfa_ind - fviz_hmfa_ind_starplot - fviz_hmfa_quali_biplot - fviz_hmfa_quali_var - fviz_hmfa_quanti_var - fviz_hmfa_var - fviz_mca - fviz_mca_biplot - fviz_mca_ind - fviz_mca_var - fviz_mclust - fviz_mclust_bic - fviz_mfa - fviz_mfa_axes - fviz_mfa_group - fviz_mfa_ind - fviz_mfa_ind_starplot - fviz_mfa_quali_biplot - fviz_mfa_quali_var - fviz_mfa_quanti_var - fviz_mfa_var - fviz_nbclust - fviz_pca - fviz_pca_biplot - fviz_pca_contrib - fviz_pca_ind - fviz_pca_var - fviz_screeplot - fviz_silhouette - fwer2fdr - fwer2gfwer - fwer2tppfp - fwf_cols - fwf_empty - fwf_positions - fwf_widths - fwrite - fyff - g2r - gEdit - gEditList - gList - gPath - gTree - gafs - gafs.default - gafsControl - gafs_initial - gafs_lrSelection - gafs_raMutation - gafs_rwSelection - gafs_spCrossover - gafs_tourSelection - gafs_uCrossover - gain - galGal2.ensGene.LENGTH - galGal2.geneSymbol.LENGTH - galGal2.geneid.LENGTH - galGal2.genscan.LENGTH - galGal2.refGene.LENGTH - galGal2.sgpGene.LENGTH - galGal3.ensGene.LENGTH - galGal3.geneSymbol.LENGTH - galGal3.genscan.LENGTH - galGal3.nscanGene.LENGTH - galGal3.refGene.LENGTH - galGal3.xenoRefGene.LENGTH - galaxies - galton - gam - gam.check - gam.control - gam.fit - gam.fit3 - gam.fit5.post.proc - gam.lf - gam.outer - gam.reparam - gam.side - gam.slist - gam.vcomp - gam2derivative - gam2objective - gamFormula - gamFuncs - gamLine - gamScores - gamSim - gamlss.etamu - gamlss.gH - gamm - gamma - gamma.dispersion - gamma.shape - gammaFitEM - gammaStat - gammamix.init - gammamixEM - gantt.chart - gap.barplot - gap.boxplot - gap.plot - gapFilter - gaphunter - gapply - gaps - gasAcu1.ensGene.LENGTH - gasAcu1.nscanGene.LENGTH - gasoline - gasprice - gastric - gather - gather_ - gather_attrs - gaucov - gaulss - gauss.cov - gauss.quad - gauss.quad.prob - gaussEstMultiple - gaussian - gaussian.lvm - gaussian_logLik.lvm - gausspr - gbRd - gbayes - gbayes1PowerNP - gbayes2 - gbayesMixPost - gbayesMixPowerNP - gbayesMixPredNoData - gc - gc.Object - gc.default - gc.time - gcDLLs - gcDestination - gcat - gcat.GString - gcat.default - gcinfo - gcmlcm - gcoms - gcose - gctorture - gctorture2 - gcv - gcv.Krig - gcv.sreg - gcvplot - gdata - ge - geco - gehan - gelman.diag - gelman.plot - gemsen_MvsF - genBlindPalInfo - genBrewerBlindPalInfo - genD - genDichromatPalInfo - genFeatures - genall - genas - genbank - gencode19_exons - gene - gene2DO - geneColor - geneCounts - geneCov - geneCovariate - geneData - geneDetails - geneID - geneIdType - geneIdUniverse - geneIds - geneIdsByCategory - geneInCategory - geneLenDataBase - geneList - geneMappedCount - geneModelFromTxdb - geneModels - geneNames - geneRangeMapper - geneScore - geneSelectionFun - geneSetTest - geneSim - geneSymbols - gene_citation - geneexp - genefilter - genefinder - geneplotter - generate - generate.bootstrap.plots - generate.bootstrap.plots.for.transcriptome - generate.celltype.data - generateExprSet.methods - generateExprVal.method.avgdiff - generateExprVal.method.liwong - generateExprVal.method.mas - generateExprVal.method.medianpolish - generateExprVal.method.playerout - generateManifest - generateNeighbours - generatePermuteString - generate_controlled_bootstrap_geneset - generic.skeleton - genericBeadIntensityPlot - genericSAXHandlers - generics - genes - genesInTerm - genescale - genesymbol - genki - genkme - genkus - genme - geno - genome - genomeBrowsers - genomeBuilds - genomeName - genomeStyles - genotype - genotypeCodesToNucleotides - genotypeToSnpMatrix - genotypes - genus - geo2neighbor - geom - geom2trace - geom_abline - geom_area - geom_bar - geom_beeswarm - geom_bin2d - geom_blank - geom_boxplot - geom_col - geom_contour - geom_count - geom_crossbar - geom_curve - geom_density - geom_density2d - geom_density_2d - geom_density_line - geom_density_ridges - geom_density_ridges2 - geom_density_ridges_gradient - geom_dotplot - geom_errorbar - geom_errorbarh - geom_exec - geom_freqpoly - geom_hex - geom_histogram - geom_hline - geom_jitter - geom_label - geom_label_repel - geom_line - geom_linerange - geom_map - geom_path - geom_point - geom_pointrange - geom_polygon - geom_qq - geom_qq_line - geom_quantile - geom_quasirandom - geom_raster - geom_rect - geom_ribbon - geom_ridgeline - geom_ridgeline_gradient - geom_rug - geom_segment - geom_sf - geom_sf_label - geom_sf_text - geom_signif - geom_smooth - geom_spoke - geom_step - geom_text - geom_text_repel - geom_tile - geom_violin - geom_vline - geom_vridgeline - geometric.mean - geometry - geomorphology - germany - germany.plot - get - get.Tn - get.adjacency - get.adjedgelist - get.adjlist - get.all.shortest.paths - get.breaks - get.celfile.dates - get.celltype.table - get.data.frame - get.diameter - get.edge - get.edge.attribute - get.edge.ids - get.edgelist - get.edges - get.gantt.info - get.gpar - get.graph.attribute - get.incidence - get.index - get.knn - get.knnx - get.length.of.longest.string - get.rectangle - get.segs - get.shortest.paths - get.soil.texture - get.stochastic - get.symbol.from.homologID - get.tablepos - get.triprop - get.var - get.venn.partitions - get.vertex.attribute - get0 - get27k - get2rowHeads - get450k - getAbsolutePath - getAbsolutePath.default - getAccess - getActiveDocumentContext - getActiveProject - getAllConnections - getAllMethods - getAllSuperClasses - getAllperms - getAnnMap - getAnnotation - getAnnotationHubOption - getAnnotationObject - getAnywhere - getAssayDataNameSubstitutions - getAssignedVar - getAttributeNames - getAuthor - getAuthor.Package - getBM - getBMFeatureAnnos - getBMlist - getBSgenome - getBSseq - getBackgroundFrequencies - getBarString - getBarString.ProgressBar - getBarcodes - getBaseFont - getBatchesByOverlapsFromOnDiskLongTable - getBatchesBySeqnameFromOnDiskLongTable - getBatchesFromOnDiskLongTable - getBatchesFromOnDiskLongTable_old - getBeadData - getBestChunkDims - getBestIndex - getBestOverlaps - getBestTest - getBeta - getBibstyle - getBimapFilters - getBinaryURL - getBioColor - getBioRegion - getBiocMirror - getBiocRepos - getBitIndicators - getBlocks - getBoundary - getBroadSets - getBuiltinDate - getBuiltinDate.GString - getBuiltinDatetime - getBuiltinDatetime.GString - getBuiltinHostname - getBuiltinHostname.GString - getBuiltinOs - getBuiltinOs.GString - getBuiltinPid - getBuiltinPid.GString - getBuiltinRhome - getBuiltinRhome.GString - getBuiltinRversion - getBuiltinRversion.GString - getBuiltinTime - getBuiltinTime.GString - getBuiltinUsername - getBuiltinUsername.GString - getBundle - getBundle.Package - getBundlePackages - getBundlePackages.Package - getCN - getCRANmirrors - getCTSS - getCVSTTest - getCall - getCall.Exception - getCallingDLL - getCallingDLLe - getCalls - getCalls.Exception - getCdfInfo - getCenter - getChangeLog - getChangeLog.Package - getCharacter - getCharacter.Arguments - getCharacters - getCharacters.Arguments - getChildrenStrings - getChipInfo - getChrInfo - getChromInfoFromBiomart - getChromInfoFromUCSC - getChromosomesByOrganism - getClass - getClass1 - getClassDef - getClassName - getClassPackage - getClassS4Usage - getClassS4Usage.Rdoc - getClasses - getClasses.Package - getClasses.default - getCluster - getClusterOption - getCol - getCommonPrefix - getCompilerOption - getComplete - getConfig - getConnection - getConsoleEditorContext - getConstant - getConstructorS3 - getConstructorS3.default - getContents - getContents.Package - getContribUrl - getContribUrl.Package - getControl - getControlAddress - getControlData - getControlProbe - getControlProbes2 - getControlType - getCorr - getCounts - getCov - getCovariate - getCovariateFormula - getCovariates - getCoverage - getCurTrackViewport - getCurlErrorClassNames - getCurlHandle - getCurlInfo - getCurlInfoConstants - getCurlMultiHandle - getCurlOptionTypes - getCurlOptionsConstants - getCurrentHumanMap - getCurrentMouseMap - getCurrentOutputInfo - getDLLRegisteredRoutines - getDLLRegisteredRoutines.DLLInfo - getDLLRegisteredRoutines.character - getDTthreads - getData - getDataPart - getDataPath - getDataPath.Package - getDate - getDate.Package - getDateOrigin - getDay - getDefaultAttrs - getDefaultDataOptions - getDefaultModelOptions - getDefaultNamespace - getDefaultReactiveDomain - getDefaultTrainOptions - getDepList - getDependencies - getDependency - getDescription - getDescription.Package - getDescriptionFile - getDescriptionFile.Package - getDet - getDetails - getDetails.Class - getDevelUrl - getDevelUrl.Package - getDim - getDimRedData - getDimensions - getDirectory - getDirectory.Arguments - getDispatchMethodS3 - getDispersion - getDispersions - getDistance - getDoParName - getDoParRegistered - getDoParVersion - getDoParWorkers - getDoSeqName - getDoSeqRegistered - getDoSeqVersion - getDoSeqWorkers - getDocPath - getDocPath.Package - getDouble - getDouble.Arguments - getDoubles - getDoubles.Arguments - getDumpedAlignments - getDupSpacing - getDynLib - getEAWP - getEG - getELBO - getEigenvalues - getElement - getEncoding - getEnvironment - getEnvironment.Arguments - getEnvironment.Object - getEnvironment.Package - getErrorIndex - getErrorMessages - getErrorValue - getErrors - getEvals - getEvent - getEvidence - getExamplePath - getExamplePath.Package - getExpectations - getExportedValue - getExpression - getExpressionProfiles - getExtends - getFactors - getFieldModifier - getFieldModifier.Object - getFieldModifiers - getFieldModifiers.Object - getFields - getFields.BasicObject - getFields.Class - getFields.Interface - getFields.Object - getFigCtr - getFilename - getFilename.Arguments - getFilterNames - getFirst - getFlag - getForm - getFormParams - getFormalNames - getFromNamespace - getFuncDesc - getFunction - getGEO - getGEOInfo - getGEOSuppFiles - getGEOfile - getGEOgenomeVersion - getGEOspecies - getGI - getGO - getGOChildren - getGOFrameData - getGOOntology - getGOParents - getGOTerm - getGOdesc - getGPLNames - getGSEDataTables - getGaps - getGene - getGeneKEGGLinks - getGeneRegionTrackForGviz - getGeneric - getGenericS3 - getGenerics - getGeneticCode - getGenome - getGenomeAndMask - getGenomeFaFile - getGenomicRatioSetFromGEO - getGlobalsAndPackages - getGmt - getGraphRoot - getGraphicsEvent - getGraphicsEventEnv - getGreen - getGridIndex - getGridTopology - getGrob - getGroup - getGroupMembers - getGroups - getGroupsFormula - getHDF5DumpChunkDim - getHDF5DumpCompressionLevel - getHDF5DumpDir - getHDF5DumpFile - getHDF5DumpName - getHMedian - getHTMLExternalFiles - getHTMLLinks - getHdata - getHdf5Version - getHistory - getHistory.Package - getHook - getHostname - getHostname.System - getHour - getHow - getHowToCite - getHowToCite.Package - getHub - getINCs - getIdeoGR - getIdeogram - getIgraphOpt - getImputedData - getIndex - getIndex.Arguments - getIndices - getIndices.Arguments - getInitial - getInstallOrder - getInstanceOf - getInstanceOf.Arguments - getInstantiationTime - getInstantiationTime.BasicObject - getInstantiationTime.Object - getInteger - getInteger.Arguments - getIntegers - getIntegers.Arguments - getInternalAddress - getInternalAddress.Object - getIntersectList - getIslandStatus - getJob - getJobIds - getJobInfo - getJobLocation - getJobNr - getJobParamDf - getJobResources - getJobs - getK - getKEGGFrameData - getKEGGPathwayNames - getKMLcoordinates - getKR - getKeywords - getKeywords.Rdoc - getKnownSubclasses - getKnownSubclasses.Class - getKnownSubclasses.classRepresentation - getLDS - getLL - getLRT - getLRT.lm - getLRT.mer - getLRT.merMod - getLabel - getLabel.TextStatusBar - getLast - getLastException - getLastException.Exception - getLatestSource - getLayout - getLayout2 - getLeaves - getLeaves.Options - getLeveneResiduals - getLicense - getLicense.Package - getLineNumber - getLinesIDSlot - getLinesLinesSlot - getListElement - getLoadActions - getLoadedDLLs - getLoadedPathname - getLoadedPathname.Settings - getLoadingNamespace - getLoadings - getLocations - getLogFiles - getLogical - getLogical.Arguments - getLogicals - getLogicals.Arguments - getM - getMPIcluster - getMRCA - getMaintainer - getMaintainer.Package - getMake - getManPath - getManPath.Rdoc - getManifest - getManifestInfo - getMappedDrivesOnWindows - getMappedDrivesOnWindows.System - getMappedEntrezIDs - getMarginWidth - getMask - getMaxIndex - getMaxIndexOfCols - getMaxIndexOfRows - getMaxperm - getMessage - getMessage.Exception - getMessage.InternalErrorException - getMessage.TimeoutException - getMeta - getMeth - getMethSignal - getMethod - getMethodS3 - getMethods - getMethods.Class - getMethods.default - getMethodsForDispatch - getMethodsMetaData - getMethylationBeadMappers2 - getMethylumiBeta - getMin - getMinIndex - getMinIndexOfCols - getMinIndexOfRows - getMinperm - getMirror - getModel - getModelInfo - getMonth - getMplus - getN - getNBeads - getNDim - getName - getName.Class - getName.Package - getName.environment - getNameFormat - getNameFormat.Rdoc - getNamedRegions - getNames - getNamespace - getNamespaceExports - getNamespaceImports - getNamespaceInfo - getNamespaceName - getNamespaceUsers - getNamespaceVersion - getNativeSymbolInfo - getNearest - getNearestGene - getNearestTSS - getNearestTranscript - getNews - getNews.Package - getNoOfLevels - getNodeCenter - getNodeHeight - getNodeLW - getNodeLabels - getNodeLocation - getNodeNames - getNodePosition - getNodeRW - getNodeSet - getNodeXY - getNperm - getNuIDMappingInfo - getNumeric - getNumeric.Arguments - getNumericRounding - getNumerics - getNumerics.Arguments - getOBOCollection - getOOB - getObject - getObject.Rdoc - getObjectSlots - getObserved - getOffset - getOntology - getOperatingSystem - getOption - getOption.Options - getOption.default - getOrgData - getOrgNameNCode - getOrgPkgForSchema - getOtherData - getPESizes - getPMID - getPMInfo - getPackage - getPackage.Class - getPackage.InternalErrorException - getPackageName - getPackageNameOf - getPackageNameOf.Rdoc - getPar - getParameters.MclustDA - getParent - getParent.default - getPars - getParseData - getParseText - getPath - getPath.Package - getPathNames - getPersistentValue - getPkgVigs - getPlatform - getPlot - getPlots - getPlugin - getPoints - getPolygonAreaSlot - getPolygonCoordsSlot - getPolygonHoleSlot - getPolygonLabptSlot - getPolygonsIDSlot - getPolygonsLabptSlot - getPolygonsPolygonsSlot - getPolygonsplotOrderSlot - getPosition - getPosition.Package - getPrcomp - getPriorN - getProbeDataAffy - getProbeData_1lq - getProbeInfo - getProbeType - getPromoterSeq - getPromoters - getProperties - getPrototype - getPvalues - getQC - getQsubargs - getQuan - getQuantiles - getQueryLink - getQueryString - getRNG - getRNG1 - getRNGState - getRaw - getRaw.GString - getRccUrl - getRccUrl.RccViolationException - getRdAsText - getRdDeclaration - getRdDeclaration.Class - getRdDeclaration.classRepresentation - getRdHierarchy - getRdHierarchy.Class - getRdHierarchy.classRepresentation - getRdMethods - getRdMethods.Class - getRdMethods.classRepresentation - getRdTitle - getRdTitle.Rdoc - getReadablePath - getReadablePath.Arguments - getReadablePathname - getReadablePathname.Arguments - getReadablePathnames - getReadablePathnames.Arguments - getRealizationBackend - getRed - getRefClass - getRegularExpression - getRegularExpression.Arguments - getRelativePath - getRelativePath.default - getRelativeURL - getRepositories - getResources - getResponse - getResponseFormula - getResult - getRgshhsMap - getRmetricsOption - getRmetricsOptions - getRotationMatrix - getRow - getRowsByIdFromOnDiskLongTable - getRowsByIdFromOnDiskLongTable_old - getRowsByIndexFromOnDiskLongTable_old - getRowsFromOnDiskLongTable - getRs - getRversion - getS3method - getSAGEFileInfo - getSAGEGPL - getSAS - getSEQ - getSLLinesIDSlots - getSLlinesSlot - getSSHWorkersInfo - getSYMBOL - getSampleFiles - getSamples - getSamplingInfo - getScale - getScheme - getScores - getSdev - getSec - getSegments - getSeq - getSequence - getSex - getShape - getSheetNames - getShiftingPromoters - getShinyOption - getSibling - getSigGroups - getSigRatio - getSlots - getSnpBeta - getSnpInfo - getSource - getSource.RdocException - getSourceEditorContext - getSpPPolygonsIDSlots - getSpPPolygonsLabptSlots - getSpPnHoles - getSpPnParts - getSpPplotOrderSlot - getSpPpolygonsSlot - getSpacing - getSpatialLinesMidPoints - getSpatialPolygonsLabelPoints - getSpline - getSrcDirectory - getSrcFilename - getSrcLines - getSrcLocation - getSrcref - getStackTrace - getStackTrace.Exception - getStackTraceString - getStackTraceString.Exception - getStates - getStaticInstance - getStaticInstance.Class - getStaticInstance.Object - getStats - getStatus - getStrata - getStyles - getSubclasses - getSubset - getSuperclasses - getSuperclasses.Class - getSuperclasses.classRepresentation - getTable - getTables - getTagMatrix - getTaskCallbackNames - getTerminalNodeIDs - getThemeInfo - getThemes - getThreshold - getThreshold.Verbose - getTimeAsString - getTimerProgressBar - getTimestampFormat - getTimestampFormat.Verbose - getTitle - getTitle.Package - getTkProgressBar - getTrainData - getTrainPerf - getTranscriptSeqs - getTrellis - getTxtProgressBar - getType - getURI - getURIAsynchronous - getURL - getURLAsynchronous - getURLContent - getUniqAnnItem - getUnixTime - getUnmeth - getUrl - getUrl.Package - getUrlHash - getUsage - getUsage.Rdoc - getUsedFactorLevels - getUsername - getUsername.System - getVGMean - getValidChr - getValidity - getValues - getValuesBlock - getValuesFocal - getVarCov - getVariableValue - getVariableValue.GString - getVarianceStabilizedData - getVector - getVector.Arguments - getVerbose - getVerbose.Arguments - getVersion - getVersion.Package - getVignetteInfo - getVirtual - getWeights - getWhen - getWhen.Exception - getWidths - getWithin - getWritablePath - getWritablePath.Arguments - getWritablePathname - getWritablePathname.Arguments - getX - getXIncludes - getXLab - getXML - getXMLErrors - getXScale - getXYcoords - getY - getYLab - getYear - getYmult - getZ - getZip - get_KS_statistic - get_Lb_ddf - get_Lb_ddf.lmerMod - get_Polypath - get_PolypathRule - get_ReplCRS_warn - get_Rscript_filename - get_SigmaG - get_SigmaG.lmerMod - get_SigmaG.mer - get_adaptation_info - get_aes_var - get_all_vars - get_bfmi - get_bh_threshold - get_bibentries - get_branches_heights - get_ca - get_ca_col - get_ca_row - get_callback - get_childrens_heights - get_clust_tendency - get_col_regions - get_config - get_cppcode - get_cppo_mode - get_credentials - get_cxxflags - get_ddf_Lb - get_ddf_Lb.lmerMod - get_de_genes - get_diameter - get_dist - get_distance_statistic - get_divergent_iterations - get_eig - get_eigenvalue - get_elapsed_time - get_empirical_variances - get_ext - get_extent - get_famd - get_famd_ind - get_famd_var - get_figure - get_fun_from_pkg - get_genomebuild_for_sumstats - get_hmfa - get_hmfa_group - get_hmfa_ind - get_hmfa_partial - get_hmfa_quali_var - get_hmfa_quanti_var - get_hmfa_var - get_inits - get_intron_meta - get_keys - get_leaves_attr - get_leaves_branches_attr - get_leaves_branches_col - get_leaves_edgePar - get_leaves_nodePar - get_legend - get_ll_TOL - get_ll_warn - get_logposterior - get_low_bfmi_chains - get_marker_genes - get_max_extent - get_max_treedepth_iterations - get_mca - get_mca_ind - get_mca_var - get_mfa - get_mfa_group - get_mfa_ind - get_mfa_partial_axes - get_mfa_quali_var - get_mfa_quanti_var - get_mfa_var - get_n - get_nodes_attr - get_nodes_xy - get_ntail - get_num_divergent - get_num_leapfrog_per_iteration - get_num_max_treedepth - get_num_upars - get_outl_cells - get_palette - get_panel - get_pca - get_pca_ind - get_pca_var - get_posterior_mean - get_processed_dataset - get_residual_var - get_residuals - get_rng - get_root_branches_attr - get_root_desc - get_sampler_params - get_seed - get_seeds - get_seqtype_conversion_lookup - get_showHeadLines - get_showTailLines - get_sig_text - get_spinner - get_stancode - get_stanmodel - get_stream - get_subdendrograms - get_summed_proportions - get_usage - get_usage_text - get_values - get_variable - getbdry - getdata - geterrmessage - getexports - getgo - gethook - getinfo.shape - getlength - getopt - getoutcome - getpb - getsnp - getsurv - gettext - gettextf - getwd - gevlss - geweke.diag - geweke.plot - geyser - geyser.round - geyser2 - gfile - gg2list - gg_dep - ggadd - ggally_barDiag - ggally_blank - ggally_blankDiag - ggally_box - ggally_box_no_facet - ggally_cor - ggally_density - ggally_densityDiag - ggally_denstrip - ggally_diagAxis - ggally_dot - ggally_dot_and_box - ggally_dot_no_facet - ggally_facetbar - ggally_facetdensity - ggally_facetdensitystrip - ggally_facethist - ggally_na - ggally_naDiag - ggally_nostic_cooksd - ggally_nostic_hat - ggally_nostic_resid - ggally_nostic_se_fit - ggally_nostic_sigma - ggally_nostic_std_resid - ggally_points - ggally_ratio - ggally_smooth - ggally_smooth_lm - ggally_smooth_loess - ggally_text - ggarrange - ggballoonplot - ggbarplot - ggbeeswarm - ggbiplot - ggboxplot - ggcoef - ggcorplot - ggcorr - ggcpgram - ggdend - ggdensity - ggdistribution - ggdonutchart - ggdotchart - ggdotplot - ggdraw - ggduo - ggecdf - ggerrorplot - ggexport - ggfacet - ggfortify - ggfreqScatter - ggfreqplot - gghistogram - ggindplot - gglegend - ggline - ggmaplot - ggmatrix - ggmatrix_gtable - ggmatrix_progress - ggnet - ggnet2 - ggnetworkmap - ggnostic - ggpaired - ggpairs - ggpar - ggparagraph - ggparcoord - ggpie - ggplot - ggplot.gafs - ggplot.safs - ggplot2 - ggplot2like - ggplot2like.opts - ggplotGrob - ggplot_add - ggplot_build - ggplot_gtable - ggplotly - ggproto - ggproto_parent - ggpubr - ggqqplot - ggrepel - ggridges - ggsave - ggscatmat - ggscatter - ggscatterhist - ggsci - ggscreeplot - ggsignif - ggstripchart - ggsurv - ggtext - ggtexttable - ggtitle - ggts - ggtsdiag - ggviolin - gh - gh_first - gh_last - gh_next - gh_prev - gh_tree_remote - gh_whoami - gilgais - gini - ginla - ginv - girth - git2r - git_config_files - git_credentials - git_protocol - git_remotes - git_sitrep - git_vaccinate - github_document - github_pat - github_pull - github_release - github_token - gitlab_pat - gkgamma - gl - glFrequency - glance - glass - glayer - glayer_ - glb - glb.algebraic - glb.fa - glc - glcInitializeSplitEigen - glcInitializeSplitFanny - glcInitializeSplitHClust - glcSplit - glcSplitCriterionBIC - glcSplitCriterionBICICL - glcSplitCriterionJustRecordEverything - glcSplitCriterionLRT - glcSplitCriterionLevelWtdBIC - glcSubTree - glcTree - glcTreeApply - glcTreeLeafClasses - glcTreeLeafMatrix - glcTreeOverallBIC - glimpse - glinearModel - glm - glm.control - glm.convert - glm.diag - glm.diag.plots - glm.fit - glm.nb - glm.scoretest - glm4 - glmFit - glmFit.DGEList - glmFit.default - glmLC - glmLRT - glmQLFTest - glmQLFit - glmQLFit.DGEList - glmQLFit.default - glmTreat - glmgam.fit - glmmPQL - glmnb.fit - glmrob - glmrobBY.control - glmrobMT.control - glmrobMqle.control - glob2rx - globalVariables - globalenv - globals - globalsByName - globalsOf - gls - gls.series - glsApVar - glsControl - glsEstimate - glsStruct - glue - glue_col - glue_collapse - glue_data - glue_data_col - glue_data_sql - glue_sql - glyphplot - glyphs - gmdc - gmmhd - gmmhdClassify - gmmhdClusterCores - gmtPathways - gnls - gnlsControl - gnlsStruct - gnm - gnp - gnuplot - goBarplot - goDag - goSim - goSlim - goana - goana.DGEExact - goana.DGELRT - goana.MArrayLM - goana.default - godata - gof - gofstat - golden.section.search - golub - gometh - goodSNP - goodTuring - goodTuringPlot - goodTuringProportions - google_search - gopher.D - gorder - goseq - got - gotbl - gower - gower_dist - gower_topn - gpar - gpclibPermit - gpclibPermitStatus - gpdfit - gplot.hexbin - gplots - gprofile - gqtest - grDevices - grImport - grSoftVersion - grType - grab_legend - grad - grad_log_prob - gradient.rect - gradient_color - gradient_fill - gradient_n_pal - grangertest - grangertest.default - granges - grangesPairsForDotplot - graph - graph.adhesion - graph.adjacency - graph.adjlist - graph.atlas - graph.attributes - graph.automorphisms - graph.bfs - graph.bipartite - graph.cohesion - graph.complementer - graph.compose - graph.coreness - graph.count.isomorphisms.vf2 - graph.count.subisomorphisms.vf2 - graph.data.frame - graph.de.bruijn - graph.density - graph.dfs - graph.difference - graph.disjoint.union - graph.diversity - graph.edgelist - graph.eigen - graph.empty - graph.extended.chordal.ring - graph.famous - graph.formula - graph.full - graph.full.bipartite - graph.full.citation - graph.get.isomorphisms.vf2 - graph.get.subisomorphisms.vf2 - graph.graphdb - graph.incidence - graph.intersection - graph.isoclass - graph.isoclass.subgraph - graph.isocreate - graph.isomorphic - graph.isomorphic.34 - graph.isomorphic.bliss - graph.isomorphic.vf2 - graph.kautz - graph.knn - graph.laplacian - graph.lattice - graph.lcf - graph.maxflow - graph.mincut - graph.motifs - graph.motifs.est - graph.motifs.no - graph.neighborhood - graph.par - graph.par.get - graph.ring - graph.star - graph.strength - graph.subisomorphic.lad - graph.subisomorphic.vf2 - graph.tree - graph.union - graph.var - graph2SparseM - graph2T - graph2lvm - graphAM - graphBAM - graphData - graphDataDefaults - graphExamples - graphGenerator - graphIntersect - graphLayout - graphNEL - graphRenderInfo - graphUnion - graph_ - graph_attr - graph_attr_names - graph_from_adj_list - graph_from_adjacency_matrix - graph_from_atlas - graph_from_data_frame - graph_from_edgelist - graph_from_graphdb - graph_from_graphnel - graph_from_incidence_matrix - graph_from_isomorphism_class - graph_from_lcf - graph_from_literal - graph_id - graph_version - graphics - graphics.off - graphlet_basis - graphlet_proj - graphlets - graphlets.candidate.basis - graphlets.project - graphs_from_cohesive_blocks - graphvizCapabilities - graphvizVersion - grav - gravity - gray - gray.colors - grconvertX - grconvertY - greedy_match - green - greenChannel - greenChannelTransform - greenred - greenred.colors - gregexpr - gregexpr2 - grenander - grep - grepLogs - grepRaw - grepl - grey - grey.colors - grey_pal - grg - grg.game - grglist - grid - grid.DLapply - grid.abline - grid.add - grid.area - grid.arrange - grid.arrows - grid.bezier - grid.cap - grid.circle - grid.clip - grid.collection - grid.convert - grid.convertHeight - grid.convertWidth - grid.convertX - grid.convertY - grid.copy - grid.curve - grid.delay - grid.display.list - grid.draw - grid.edit - grid.ellipse - grid.force - grid.frame - grid.function - grid.gedit - grid.get - grid.gget - grid.grab - grid.grabExpr - grid.gremove - grid.grep - grid.grill - grid.grob - grid.hexagons - grid.hexlegend - grid.info - grid.layout - grid.legend - grid.line.to - grid.lines - grid.locator - grid.ls - grid.move.to - grid.multipanel - grid.newpage - grid.ngon - grid.null - grid.pack - grid.panel - grid.path - grid.perimeter - grid.picture - grid.place - grid.plot.and.legend - grid.points - grid.polygon - grid.polyline - grid.pretty - grid.raster - grid.record - grid.rect - grid.refresh - grid.remove - grid.reorder - grid.revert - grid.roundrect - grid.segments - grid.set - grid.show.layout - grid.show.viewport - grid.strip - grid.symbols - grid.table - grid.text - grid.xaxis - grid.xspline - grid.yaxis - gridBase - gridDistance - gridExtra - gridFIG - gridIndex2nb - gridOMI - gridPAR - gridPLT - grid_trace2 - grid_zoom - gridat - gridc - gridded - gridlines - gridparameters - gridr - grids - grob - grobAscent - grobDescent - grobHeight - grobName - grobPathListing - grobTree - grobWidth - grobX - grobY - grobify - groessen_MvsF - groundbeef - group - group2NA - groupGOTerms - groupKFold - groupReport - group_by - group_by_ - group_by_all - group_by_at - group_by_if - group_by_prepare - group_ids - group_indices - group_indices_ - group_size - group_vars - groupedData - groupedHeatmap - grouped_df - grouping - groupingsets - grouplengths - groupn - grouprank - groups - groups_by_filter - groups_factor - growing - growing.random.game - growth - growthofmoney - gsameth - gseDGN - gseDO - gseNCG - gseaplot - gseattperm - gsfilter - gsize - gsminfo - gss_cat - gstring - gstring.GString - gstring.default - gsub - gsub_dir - gsub_ext - gsub_file - gsub_files - gsummary - gsva - gt - gtable - gtable_add_col_space - gtable_add_cols - gtable_add_grob - gtable_add_padding - gtable_add_row_space - gtable_add_rows - gtable_cbind - gtable_col - gtable_col_spacer - gtable_combine - gtable_filter - gtable_height - gtable_matrix - gtable_rbind - gtable_remove_grobs - gtable_row - gtable_row_spacer - gtable_show_layout - gtable_squash_cols - gtable_squash_rows - gtable_trim - gtable_width - gtools - guessMIMEType - guess_encoding - guess_fo - guess_formats - guess_media - guess_parser - guess_type - guide_colorbar - guide_colourbar - guide_gengrob - guide_geom - guide_legend - guide_merge - guide_train - guides - gunzip - gunzip.default - gursoyAtunLayout - guttman - gvhd10 - gxlTreeNEL - gzAzimuth - gzcon - gzfile - gzip - gzip.default - h.alpha.n - h1 - h2 - h3 - h4 - h5 - h5const - h5constType - h5createAttribute - h5createDataset - h5createFile - h5createGroup - h5default - h5dump - h5errorHandling - h5listIdentifier - h5ls - h5read - h5readAttributes - h5save - h5set_extent - h5validObjects - h5version - h5write - h5write.default - h5writeAttribute - h5writeAttribute.array - h5writeAttribute.character - h5writeAttribute.double - h5writeAttribute.integer - h5writeAttribute.logical - h5writeAttribute.matrix - h5writeDataset - h5writeDataset.array - h5writeDataset.character - h5writeDataset.data.frame - h5writeDataset.double - h5writeDataset.integer - h5writeDataset.list - h5writeDataset.logical - h5writeDataset.matrix - h6 - haberman - half.image - half.range.mode - halfspacen - hamming.distance - hamming.window - hampelPsi - handle - handle_cookies - handle_data - handle_find - handle_reset - handle_setform - handle_setheaders - handle_setopt - hang.dendrogram - hanning.window - happy - hard.rejection - hardFilters - harmonic.mean - harvtest - has - has.multiple - has.singles - hasAllFlinks - hasArg - hasArg2 - hasAssay - hasAttributes - hasBeenSmoothed - hasColorConsole - hasEnvar - hasField - hasField.BasicObject - hasField.Object - hasFun - hasGOannote - hasLetterAt - hasLoadAction - hasMethod - hasMethods - hasMultiProbes - hasName - hasNames - hasOnlyBaseLetters - hasOption - hasOption.Options - hasPackageRegistry - hasProteinData - hasRNG - hasSingleProbes - hasTerms - hasTsp - hasUrlProtocol - hasUrlProtocol.default - hasValues - hasVarArgs - has_args - has_attr - has_build_tools - has_cache - has_color - has_compiler - has_component_in_attribute - has_content - has_ctl - has_devel - has_dir - has_dirname - has_edgePar - has_element - has_extension - has_file - has_file_pattern - has_internet - has_latex - has_name - has_nodePar - has_role - has_rownames - has_rtools - has_sgr - has_style - has_tests - has_type - hash - hashCode - hashCode.BasicObject - hashCode.Object - hashCode.default - hashfile - haskey - hat - hatMat - hatmatrix - hatvalues - haven - hazuh - hbk - hboxplot - hbvalog - hbvamix - hbvaneglog - hbvbilog - hbvct - hbvevd - hbvhr - hbvlog - hbvnegbilog - hbvneglog - hc - hc.score - hc.thresh - hcE - hcEEE - hcEII - hcV - hcVII - hcVVV - hccm - hcell2xy - hcell2xyInt - hcl - hcl_color_picker - hcl_palettes - hcl_wizard - hclass - hclcolorpicker - hclplot - hclust - hclust.bclust - hclustCBI - hclusttreeCBI - hclwizard - hcube - hcut - hdiffplot - hdquantile - hdr - hdrlevels - head - head.DataTable - head.LLint - head.Vector - head.matrix - head.spam - headTail - head_of - head_print - head_while - header - header.NullVerbose - header.Verbose - headerPanel - headerTabix - headers - headtail - health - heart - heat.colors - heat.ob - heatDiagram - heat_hcl - heatdiagram - heatmap - heatmap.2 - heavisine - heavytail - heckbert - hedenfalk - heidel.diag - heightDetails - heights - heights_per_k.dendrogram - help - help.ebam - help.finda0 - help.request - help.sam - help.search - help.start - helpMethods - helpText - hemophilia - hendricks - here - hessian - het.diagram - heuristicC - hex - hex2RGB - hexGraphPaper - hexList - hexMA.loess - hexTapply - hexVP.abline - hexVP.loess - hexViewport - hexagon - hexbin - hexbinplot - hexcoords - hexlegendGrob - hexplom - hexpolygon - hfti - hg16.acembly.LENGTH - hg16.ensGene.LENGTH - hg16.exoniphy.LENGTH - hg16.geneSymbol.LENGTH - hg16.geneid.LENGTH - hg16.genscan.LENGTH - hg16.knownGene.LENGTH - hg16.refGene.LENGTH - hg16.sgpGene.LENGTH - hg17.acembly.LENGTH - hg17.acescan.LENGTH - hg17.ccdsGene.LENGTH - hg17.ensGene.LENGTH - hg17.exoniphy.LENGTH - hg17.geneSymbol.LENGTH - hg17.geneid.LENGTH - hg17.genscan.LENGTH - hg17.knownGene.LENGTH - hg17.refGene.LENGTH - hg17.sgpGene.LENGTH - hg17.vegaGene.LENGTH - hg17.vegaPseudoGene.LENGTH - hg17.xenoRefGene.LENGTH - hg18.acembly.LENGTH - hg18.acescan.LENGTH - hg18.ccdsGene.LENGTH - hg18.ensGene.LENGTH - hg18.exoniphy.LENGTH - hg18.geneSymbol.LENGTH - hg18.geneid.LENGTH - hg18.genscan.LENGTH - hg18.knownGene.LENGTH - hg18.knownGeneOld3.LENGTH - hg18.refGene.LENGTH - hg18.sgpGene.LENGTH - hg18.sibGene.LENGTH - hg18.xenoRefGene.LENGTH - hg18ToHg19 - hg19.ccdsGene.LENGTH - hg19.ensGene.LENGTH - hg19.exoniphy.LENGTH - hg19.geneSymbol.LENGTH - hg19.islands - hg19.knownGene.LENGTH - hg19.nscanGene.LENGTH - hg19.refGene.LENGTH - hg19.xenoRefGene.LENGTH - hg19Ideogram - hg19IdeogramCyto - hgByChroms - hgCLengths - hgnc.table - hgridcent - hgu95AProbLocs - hgu95Achroloc - hgu95Achrom - hgu95All - hgu95Asym - hi_andre - hi_html - hi_latex - hidden - hide - hideCols - hideElement - hideTab - hide_colorbar - hide_guides - hide_legend - hidingTOC - hierarchical_sbm - hierarchy - hierarchy.Rdoc - high2low - highlight - highlight_branches - highlight_branches_col - highlight_branches_lwd - highlight_distinct_edges - highlight_key - highlyConnSG - highr - hilight - hillShade - hills - hirose - hist - hist.FD - hist.data.frame - hist.default - hist.scott - hist2d - histBxp - histBy - histSpike - histSpikeg - histStack - histbackback - histboxp - histboxpM - histogram - history - hivtree.newick - hivtree.table - hkmeans - hkmeans_tree - hlog - hm - hm27.SNP.colors - hm27.controls - hm27.ordering - hm27ToHg19 - hm450.controls - hm450.ordering - hm450k.rsProbes - hmac - hmac_sha1 - hmakeTag - hmctest - hmeEM - hms - hms_trans - hobbies - hobbs - hoeffd - holdoutRF - holiday - holidayLONDON - holidayNERC - holidayNYSE - holidayTSX - holidayZURICH - hommel.test - homoACC - homoData - homoHGID - homoLL - homoOrg - homoPS - homoType - homoURL - homogen.test - hook_backspace - hook_ffmpeg_html - hook_gifski - hook_mogrify - hook_movecode - hook_optipng - hook_pdfcrop - hook_plot_asciidoc - hook_plot_custom - hook_plot_html - hook_plot_md - hook_plot_rst - hook_plot_tex - hook_plot_textile - hook_pngquant - hook_purl - hook_r2swf - hook_scianimator - hook_toggle - hook_try - horizonplot - host_extract - hour - hours - housetasks - housing - hoverOpts - how - howmanytrees - hpaste - hpaste.default - hprabclust - hprdAsigH - hpsd_genes - hr - hrg - hrg.consensus - hrg.create - hrg.dendrogram - hrg.fit - hrg.game - hrg.predict - hrg_tree - hsearch_db - hsearch_db_concepts - hsearch_db_keywords - hsize - hsize.numeric - hsize.object_size - hsmooth - hsv - hsv_palette - html - htmlDependencies - htmlDependency - htmlEscape - htmlGreek - htmlOutput - htmlPage - htmlParse - htmlPreserve - htmlReport - htmlSN - htmlSpecial - htmlSpecialType - htmlTable - htmlTableWidget - htmlTableWidgetOutput - htmlTemplate - htmlTranslate - htmlTreeParse - htmlVerbatim - html_code_block - html_dependency_bootstrap - html_dependency_font_awesome - html_dependency_highlightjs - html_dependency_ionicons - html_dependency_jquery - html_dependency_jqueryui - html_dependency_pagedtable - html_dependency_tocify - html_document - html_document_base - html_esc - html_fragment - html_notebook - html_notebook_metadata - html_notebook_output_code - html_notebook_output_html - html_notebook_output_img - html_notebook_output_png - html_pretty - html_print - html_structure - html_vignette - htmlpage - htmltools - htmlwidgets - httpDELETE - httpGET - httpHEAD - httpOPTIONS - httpPOST - httpPUT - http_code - http_condition - http_date - http_error - http_search - http_status - http_type - httpcode - httpuv - httr - httr_dr - httr_options - hub.score - hubCache - hubDate - hubUrl - hub_score - hubble - hubble2 - huber - huberM - huberPsi - hubers - hudson - hue_pal - hue_slice - humanReadable - hvc2mnsl - hwrite - hwriteImage - hwriter - hybridizations - hyperGTest - hyperg - hypothesize - hypvol - iDMR - iapply - ica - ica.R.def - ica.R.par - icafast - icaimax - icajade - icaplot - icasamp - icendata - ichar - icl - iclust - iclust.diagram - iclust.sort - icon - iconv - iconvlist - icount - icountn - icr - icuGetCollate - icuSetCollate - id - id2name - id2seq - idConverter - idFilter - idTrack - idType - id_genes - idata.frame - idconv - ident - identical - identicalCRS - identical_graphs - identifier - identify - identify.map - identifyControlBeads - identity - identity_pal - identity_trans - identity_transformer - ideo - ideoCyto - ideogramPlot - idf - idiv - idplot - ids - ids2indices - idx2dimnames - idxstatsBam - ie_get_proxy_for_url - ie_proxy_info - if_else - ifelse - ifelse.zoo - ifelse2 - ignore.strand - igpoly - igraph - igraph.arpack.default - igraph.console - igraph.drl.coarsen - igraph.drl.coarsest - igraph.drl.default - igraph.drl.final - igraph.drl.refine - igraph.eigen.default - igraph.from.graphNEL - igraph.lvm - igraph.options - igraph.sample - igraph.shape.noclip - igraph.shape.noplot - igraph.to.graphNEL - igraph.version - igraph_demo - igraph_opt - igraph_options - igraph_test - igraph_version - igraphdemo - igraphtest - igsva - ihw - iid - illumina450Gr - illuminaBackground - illuminaEPICGr - illuminaForeground - illuminaHumanv4 - illuminaHumanv4.db - illuminaHumanv4ACCNUM - illuminaHumanv4ALIAS2PROBE - illuminaHumanv4ARRAYADDRESS - illuminaHumanv4CHR - illuminaHumanv4CHRLENGTHS - illuminaHumanv4CHRLOC - illuminaHumanv4CHRLOCEND - illuminaHumanv4CODINGZONE - illuminaHumanv4ENSEMBL - illuminaHumanv4ENSEMBL2PROBE - illuminaHumanv4ENSEMBLREANNOTATED - illuminaHumanv4ENTREZID - illuminaHumanv4ENTREZREANNOTATED - illuminaHumanv4ENZYME - illuminaHumanv4ENZYME2PROBE - illuminaHumanv4GENENAME - illuminaHumanv4GENOMICLOCATION - illuminaHumanv4GO - illuminaHumanv4GO2ALLPROBES - illuminaHumanv4GO2PROBE - illuminaHumanv4MAP - illuminaHumanv4MAPCOUNTS - illuminaHumanv4NUID - illuminaHumanv4OMIM - illuminaHumanv4ORGANISM - illuminaHumanv4ORGPKG - illuminaHumanv4OTHERGENOMICMATCHES - illuminaHumanv4OVERLAPPINGSNP - illuminaHumanv4PATH - illuminaHumanv4PATH2PROBE - illuminaHumanv4PFAM - illuminaHumanv4PMID - illuminaHumanv4PMID2PROBE - illuminaHumanv4PROBEQUALITY - illuminaHumanv4PROBESEQUENCE - illuminaHumanv4PROSITE - illuminaHumanv4REFSEQ - illuminaHumanv4REPEATMASK - illuminaHumanv4REPORTERGROUPID - illuminaHumanv4REPORTERGROUPNAME - illuminaHumanv4SECONDMATCHES - illuminaHumanv4SYMBOL - illuminaHumanv4SYMBOLREANNOTATED - illuminaHumanv4UNIGENE - illuminaHumanv4UNIPROT - illuminaHumanv4_dbInfo - illuminaHumanv4_dbconn - illuminaHumanv4_dbfile - illuminaHumanv4_dbschema - illuminaHumanv4fullReannotation - illuminaHumanv4listNewMappings - illuminaOutlierMethod - illuminaSharpen - illuminaio - ilogit2 - image - image.AAbin - image.DNAbin - image.default - image.plot - image.smooth - image.spam - image2Grid - imageAnalysisPath - imageMap - imageOutput - imagePlotInfo - imageScale - image_uri - imageplot - imageplot.info - imageplot.setup - imageplot3by2 - images - imap - imap_chr - imap_dbl - imap_dfc - imap_dfr - imap_int - imap_lgl - img - imgur_upload - immer - imp.moments - imp.prob - imp.quantile - imp.weights - imp_vars - implicitGeneric - import - import.2bit - import.bed - import.bed15 - import.bedGraph - import.bw - import.chain - import.gff - import.gff1 - import.gff2 - import.gff3 - import.ucsc - import.wig - importBam - importConvertDateTime - importData - importIntoEnv - importMethyIDAT - importPandaMatlab - importPublicData - importScore - import_list - importance - importance_pvalues - imports_env - improveProb - improvedCV2 - impute - impute.knn - impute.transcan - imputeData - imputePairs - in.land.grid - in.out - in.poly - in.poly.grid - inAnyInterval - inAnyInterval.numeric - inEdges - inMemory - inSide - inSweave - in_circle - in_dir - in_gamut - in_repository - inbagg - incProgress - inc_to_inc - inchol - incidence - incident - incident_edges - inclass - includeCSS - includeHTML - includeMarkdown - includeScript - includeText - include_app - include_graphics - include_url - includes - includes_to_pandoc_args - incmatrix - income - increase - increase.ProgressBar - incremental.components - indel - indentSpaces - indent_print - independence.number - independent.vertex.sets - index - index.dynrq - index2char - index2vec - indexBam - indexBcf - indexByRow - indexFa - indexProbes - indexTabix - indexVcf - index_remove_bypath - indian_liver_patient_1vs2 - indian_liver_patient_FvsM - indices - indices2xy - indoorenv - induced.subgraph - inducedGraph - inducedTermGraph - induced_subgraph - indx - infIndexPlot - inferno - infert - infile1 - infile2 - infimalRank - influence - influence.gam - influence.measures - influenceIndexPlot - influencePlot - info - infoBox - infoBoxOutput - infoCheck - infomap.community - information - infotheo - inheritedSlotNames - inherits - inherits.Assert - inherits.default - inheritsFrom - inheritsFrom.Assert - inhulln - ini - init - init.incremental.components - initDefaultClusterOptions - initExtension - initFieldArgs - initFlexmix - initRNGstreamNode - initRefFields - init_cpp - init_oauth1.0 - init_oauth2.0 - initfun - initial.sp - initialize - initializeProject - initseq - injectHardMask - injectSNPs - inject_funs - inlearn - inline - inlineCSS - inline_expr - inmChoice - inner_join - inout.hex - inpIDMapper - inpoly - inputFiles - inputFilesType - inputPanel - inputcheck1 - inrange - insect - insensitive - insert - insert.NA - insert.default - insertBeadData - insertClassMethods - insertImage - insertMethod - insertPlot - insertSectionData - insertSource - insertTab - insertText - insertUI - insert_all_ref - insert_citeOnly - insert_ref - insert_xaxis_grob - insert_yaxis_grob - insertion - inset - inset2 - inspect - inspect_Rd - inspect_Rdbib - inspect_Rdclass - inspect_Rdfun - inspect_Rdmethods - inspect_args - inspect_clmethods - inspect_signatures - inspect_slots - inspect_usage - inst - install - install.extrapackages - install.extras - install.packages - installExprFunction - installFoundDepends - installPackages - installPackages.default - installPackagesOnSSHWorkers - installSuggests - installXLSXsupport - install_bioc - install_bitbucket - install_cran - install_deps - install_dev - install_dev_deps - install_dir - install_formats - install_git - install_github - install_gitlab - install_local - install_svn - install_tinytex - install_url - install_version - installed.SNPs - installed.genomes - installed.packages - int2col - int2ftM - intToBin - intToBits - intToChar - intToChar.default - intToHex - intToOct - intToUtf8 - int_aligns - int_diff - int_end - int_flip - int_length - int_overlaps - int_shift - int_standardize - int_start - integer - integer_dc - integral - integrate - integrate.xy - integrations - intensities.IB - intensities.M - intensities.OOB - intensities.OOB.allelic - intensities.U - intensitiesByChannel - intensity - interGeneCorrelation - interaction - interaction.plot - interactive - interactiveDisplayBase - interactiveTable - interbattery - intercept - interconnected.islands.game - intergenic - interinformation - interleave - interp - interp.boxplot - interp.median - interp.q - interp.qplot.by - interp.quantiles - interp.quart - interp.quartiles - interp.surface - interp.surface.grid - interp.values - interpSpline - interpolate - interpolate_cvd_transform - interpret.gam - interrupt - intersect - intersect.Vector - intersectColumns - intersectDiagram - intersectRows - intersect_trees - intersection - intersection2 - intersectlist - intersectmatrix - intersectn - intersects - interval - interval_complement - interval_difference - interval_included - interval_intersection - interval_overlap - interval_union - intervals - intervalsToSeq - intervalsToSeq.matrix - intfix - intisasc - intisdesc - intraIDMapper - intraspotCorrelation - intrle - intronicParts - intronsByTranscript - inv.logit - inv.seq - invPerm - invResPlot - invTranEstimate - invTranPlot - invalid - invalidateLater - invchisq - inverse - inverse.gaussian - inverse.rle - inverseFunction - inverseList - inverseResponsePlot - inverseVST - invertStrand - invertTabulated - invert_match - invisible - invoke - invokeRestart - invokeRestartInteractively - invoke_map - invoke_map_chr - invoke_map_dbl - invoke_map_df - invoke_map_dfc - invoke_map_dfr - invoke_map_int - invoke_map_lgl - invt - invvar - ions - ioslides_presentation - ip - ipFamily - ipcid - ipclock - ipclocked - ipcremove - ipcreset - ipctrylock - ipcunlock - ipcvalue - ipcyield - ipop - ipred - ipredStats - ipredbagg - ipredknn - iqitems - iqr - iqrDiff - iqrFun - irbinom - iread.table - ireadLines - irequire - iris - iris3 - iris_setosavsversicolor - iris_setosavsvirginica - iris_versicolorvsvirginica - irish_ed_MvsF - irlba - irnbinom - irnorm - irpois - irt.0p - irt.1p - irt.2p - irt.discrim - irt.fa - irt.item.diff.rasch - irt.person.rasch - irt.responses - irt.se - irt.select - irt.stats.like - irt.tau - irt2latex - irunif - irwsva.build - is - is.2x2.correct - is.BayesFactor - is.Coord - is.Date - is.Formula - is.LLint - is.POSIXct - is.POSIXlt - is.POSIXt - is.R - is.R6 - is.R6Class - is.SharedData - is.Surv - is.alicehypercube - is.antimagic - is.array - is.associative - is.atomic - is.binary - is.binary.multiPhylo - is.binary.phylo - is.binary.tree - is.bipartite - is.bit - is.bitwhich - is.bree.correct - is.browsable - is.call - is.centrosymmetric - is.character - is.chordal - is.circulant - is.cl_dendrogram - is.cl_ensemble - is.cl_hard_partition - is.cl_hierarchy - is.cl_partition - is.cl_soft_partition - is.compatible - is.compatible.bitsplits - is.complex - is.connected - is.count - is.dag - is.data.frame - is.data.table - is.date - is.debug - is.degree.sequence - is.dendlist - is.dendrogram - is.diagonally.correct - is.difftime - is.dir - is.directed - is.discrete - is.dist - is.document_position - is.document_range - is.double - is.duration - is.element - is.empty.model - is.environment - is.error - is.expression - is.facet - is.factor - is.file - is.finite - is.flag - is.formula - is.fractions - is.fullrank - is.function - is.ggplot - is.ggproto - is.glyphplot - is.graphical.degree.sequence - is.grob - is.grouped_df - is.gtable - is.hadamard - is.hclust - is.heterosquare - is.hierarchical - is.hms - is.icendata - is.igraph - is.imputed - is.in.convex - is.incidence - 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is_head - is_hierarchical - is_horizontal - is_html_output - is_igraph - is_in - is_integer - is_isomorphic_to - is_lang - is_latex_output - is_less_than - is_link - is_linux - is_list - is_list_of - is_local - is_logical - is_macos - is_matching - is_max_matching - is_merge - is_min_separator - is_name - is_named - is_null - is_numeric - is_option_symlink - is_pairlist - is_partial - is_printer_callback - is_projectile_project - is_r_package - is_remake_project - is_rstudio_project - is_scalar_atomic - is_scalar_character - is_scalar_double - is_scalar_integer - is_scalar_list - is_scalar_logical - is_scalar_numeric - is_scalar_vector - is_separator - is_shallow - is_simple - is_subgraph_isomorphic_to - is_svn_root - is_tag - is_tagged_na - is_testthat - is_tibble - is_trained - is_tree - is_unix - is_utf8_output - is_vcs_root - is_vector - is_vector_s3 - is_weakly_greater_than - is_weakly_less_than - is_weighted - is_windows - isatty - isdebugged - ise.npEM - islands - islay - iso.alpha - iso.expand - iso3166 - isoMDS - isolate - isomorphic - isomorphism - isomorphism_class - isomorphisms - isoreg - isoweek - isoyear - isplit - isplit2 - isres - isva - isvaFn - itakuraWindow - italic - italyMapEnv - item.dichot - item.lookup - item.sim - iter - iterCount - iterate.lin.recursion - iteratelist - iterators - ith.wavefront - itnumber - itostr - itrack - ivs - ivs_size - iwalk - jaccard - jack.after.boot - jack.test - jackal - jackknife - jackknife.competing.risks - jackknife.survival - jacobian - jagam - james.stein - jiggle - jitter - jitter2 - jittervar - jobAdd - jobAddOutput - jobAddProgress - jobRemove - jobRunScript - jobSetProgress - jobSetState - jobSetStatus - jocci - johnson.all.pairs.sp - join - join.keys - joinFun - joinRegions - join_all - journal - joyPlot - jpeg - js - json_vector - jsonlite - jtest - juice - julian - julian.Date - julian.POSIXt - junctions - just.rma - justRMA - justvsn - k.check - k.regular.game - k3.linear - kCliques - kCores - kOverA - kPCA - k_JADE - kable - kaiser - kamada.kawai.spring.layout - kamadaKawaiSpringLayout - kangaroo - kappa - kappa.default - kappa.lm - kappa.qr - kappa0 - kappa_p - kappa_t - kautz_graph - kcall - kcca - kcor - kde2d - kdeb - keep - keep.tip - keepSeqlevels - keepStandardChromosomes - keeping_degseq - keggConv - keggFind - keggGet - keggInfo - keggLink - keggList - kegga - kegga.DGEExact - kegga.DGELRT - kegga.MArrayLM - kegga.default - kernapply - kernel - kernelFast - kernelMatrix - kernelMult - kernelPol - kernelf - kernelpls.fit - kernlab - key - key2 - key_missing - keyname - keyorder - keys - keys.lookup - keys2list - keysort - keysortorder - keytypes - keywords - kfa - kfold - kfold_split_grouped - kfold_split_random - kfold_split_stratified - kfoldcv - kha - khan - khanmiss - khmaladzize - kidney - kill - killJobs - kingOrdering - kiteChart - kkmeans - km - km.mrl - km.quick - kmeans - kmeansCBI - kmeansruns - kmedoids - kmlLine - kmlLines - kmlOverlay - kmlPoints - kmlPolygon - kmlPolygons - kmmd - knit - knit2html - knit2pandoc - knit2pdf - knit2wp - knit_child - knit_code - knit_engines - knit_ex - knit_exit - knit_expand - knit_filter - knit_global - knit_hooks - knit_meta - knit_meta_add - knit_params - knit_params_ask - knit_params_yaml - knit_patterns - knit_print - knit_print.api_grid - knit_print.api_grid_local - knit_print.api_plot - knit_print.html - knit_print.reactive - knit_print.shiny.appobj - knit_print.shiny.render.function - knit_print.shiny.tag - knit_print.shiny.tag.list - knit_print.trunc_mat - knit_rd - knit_rd_all - knit_theme - knit_watch - knitr - knitrSet - knitr_options - knitr_options_html - knitr_options_pdf - knn - knn.cv - knn.dist - knn.index - knn.reg - knn1 - knn3 - knn3Train - knnreg - knnregTrain - knnx.dist - knnx.index - knots - kolmogorov.max.flow - kooperberg - kootenay - kpar - kpca - kqr - kronecker - kronecker.default - kronecker.spam - kronoviz - kruskal.test - ks.test - kselect - ksmooth - ksmooth2 - ksvm - kuantile - kulczynski - kunique - kurtosi - kurtosis - kykladspecreg - kyphosis - l10n_info - l1_fit_ultrametric - l1_fit_ultrametric_target - l1median - l1median_BFGS - l1median_CG - l1median_HoCr - l1median_NLM - l1median_NM - l1median_VaZh - l_ply - labbePlot - labcurve - label - label.propagation.community - label2table - labelColor - labelFontsize - labelJust - labelLatex - labelLoc - labelPlotmath - labelText - labelWidth - label_both - label_bquote - label_context - label_parsed - label_value - label_wrap_gen - labeling - labelled - labelled_spss - labeller - labels - labels.DNAbin - labels.TestResults - labels.default - labels.survreg - labels_cex - labels_col - labels_colors - labs - labs_pubr - lactic - ladderize - ladderplot - ladderplot.default - lag - lag.plot - laidout - lakers - lakesMapEnv - lambda - lambda.pert - lambda.r - lambdaSets - laneDescription - laneNames - langElts - languageEl - laplacedot - laplacian_matrix - laply - lapply - largest.cliques - largest.empty - largest.independent.vertex.sets - largest_cliques - largest_ivs - larrows - larry.colors - lars - last - last2 - lastAdd - lastModified - lastModified.default - last_cit - last_col - last_commit - last_plot - lastal - lastcit.game - lastz - latent - later - latex - latex.summary.rqs - latex.table - latex.table.rq - latexBuild - latexCheckOptions - latexDotchart - latexNeedle - latexSN - latexTabular - latexTherm - latexToUtf8 - latexTranslate - latexVerbatim - latex_bibliography - latex_dependency - latex_dependency_tikz - latex_document - latex_fragment - latex_preamble - latexmk - latin - lattice - lattice.getOption - lattice.options - latticeExtra - latticeParseFormula - launcherAvailable - launcherConfig - launcherContainer - launcherControlJob - launcherGetInfo - launcherGetJob - launcherGetJobs - launcherHostMount - launcherNfsMount - launcherPlacementConstraint - launcherResourceLimit - launcherSubmitJob - launcherSubmitR - lavToPsl - lava - lava.options - lavaan.diagram - layer - layerStats - layer_ - layer_data - layer_grob - layer_scales - layerize - layout - layout.auto - layout.bipartite - layout.circle - layout.davidson.harel - layout.drl - layout.fruchterman.reingold - layout.fruchterman.reingold.grid - layout.gem - layout.graphopt - layout.grid - layout.grid.3d - layout.heights - layout.kamada.kawai - layout.lgl - layout.mds - layout.merge - layout.norm - layout.north.arrow - layout.random - layout.reingold.tilford - layout.scale.bar - layout.show - layout.sphere - layout.spring - layout.star - layout.sugiyama - layout.svd - layout.torture - layout.widths - layoutGraph - layoutRegion - layoutType - layout_ - layout_as_bipartite - layout_as_star - layout_as_tree - layout_components - layout_in_circle - layout_nicely - layout_on_grid - layout_on_sphere - layout_randomly - layout_with_dh - layout_with_drl - layout_with_fr - layout_with_gem - layout_with_graphopt - layout_with_kk - layout_with_lgl - layout_with_mds - layout_with_sugiyama - lazy - lazyLoad - lazyLoadDBexec - lazyLoadDBfetch - lazy_ - lazy_dots - lazy_eval - lazyeval - lbeta - lbfgs - lcPrefix - lcPrefixC - lcSuffix - lca - lchoose - lcm - lcmixed - lcmw - lcomponent - lcprefix - lcsubstr - lcsuffix - lcv - lcvplot - ldTweedie - ld_search - lda - ldaBag - ldaFuncs - ldaSBF - ldahist - ldata - ldetS - ldmult - ldp - ldply - le - lead - leading.eigenvector.community - leaf_Colors - leaf_colors - leaf_cutter_effect_sizes - leafcutter - leap_year - leaps - learn - learning_curve_dat - leaveOneOut - leaveOneOut.competing.risks - leaveOneOut.survival - leaves - left - left_join - legacy_world2MapEnv - legacy_worldMapEnv - legend - legend.gradient - legendGrob - legendg - leglabs - lengauerTarjanDominatorTree - length - length.CompressedMatrix - length.POSIXlt - length.bit - length.bitwhich - length.na - length.ri - lengthKey - lengthOf - lengths - lengths.listenv - lennon - less - less.Verbose - letter - letterFrequency - letterFrequencyInSlidingView - letter_to_num - letters - leuk - leukemia - lev - level.colors - level2nodes - levelplot - levels - levels.OverlapEncodings - levels.Rle - levels.TestResults - levels.default - levels2numeric - levene.test - leveneTest - leverage.plot - leverage.plots - leveragePlot - leveragePlots - lf - lfactorial - lfcShrink - lfdr - lfeval - lfgrid - lfknots - lflim - lfmarg - lgamma - lgeneIds - lh - lht - lhur - li.wong - lib - libcurlVersion - libgit2_features - libgit2_version - libname - library - library.dynam - library.dynam.unload - librarySizes - library_project - libxmlFeatures - libxmlVersion - lice.D - licence - license - lift - lift27kToHg19 - liftOver - lift_dl - lift_dv - lift_ld - lift_lv - lift_vd - lift_vl - lighten - lighter - lik.CI - like - limdil - limitedLabels - limits - limma - limma2ebam - limma2sam - limmaDE - limmaUsersGuide - lims - lincoln_weather - line - line.graph - lineLabel - lineToGrob - line_graph - linear.approx - linear.hypothesis - linearHypothesis - linearHypothesis.default - linearMTest - linearModel - linearizeMlist - lines - lines.default - lines.functional - lines.segmented - linesGrob - linesHyperb.lm - linetype_pal - link.genes - link.siggenes - link_copy - link_create - link_delete - link_exists - link_path - links - lint - liply - lisbon - list - list.celfiles - list.dirs - list.edge.attributes - list.files - list.graph.attributes - list.libs - list.siggenes - list.tree - list.vertex.attributes - list2env - list2hexList - list2mat - listAttributes - listChrTypes - listColumns - listCurlOptions - listDatabases - listDatasets - listDepth - listDirectory - listDirectory.default - listEdges - listEnsDbs - listEnsembl - listEnsemblArchives - listFilters - listFinCenter - listFromMethods - listFromMlist - listGenebiotypes - listHolidays - listLen - listMarts - listOrganisms - listPackageOptions - listProteinColumns - listResources - listServers - listTables - listToMap - listToShortString - listTxbiotypes - listUniprotDbs - listUniprotMappingTypes - list_Rd - list_along - list_border_styles - list_files_with_exts - list_files_with_type - list_merge - list_modify - list_of - list_spinners - listenv - livmet - ll - ll.Object - ll.Package - ll.default - llcurve - llikeRPMMObject - llines - llist - llnorMix - llplot - llply - llsurface - lm - lm.fit - lm.fit.qr.bare - lm.fit.recursive - lm.gls - lm.influence - lm.ridge - lm.series - lm.wfit - lmFit - lmFuncs - lmList - lmList.formula - lmSBF - lmX - lmY - lmap - lmap_at - lmap_if - lme - lme.formula - lme.lmList - lmeControl - lmeStruct - lmessage - lmfitst - lmom32 - lmom33 - lmorigin - lmorigin.ex1 - lmorigin.ex2 - lmplot2 - lmrob - lmrob..D..fit - lmrob..M..fit - lmrob.M.S - lmrob.S - lmrob.control - lmrob.fit - lmrob.fit.MM - lmrob.lar - lmscFit - lmsreg - lmtest - lmwork - load - load.Object - load.Package - load.default - load.homologs - load.linnarsson.sct.data - load2 - loadAnnDbPkgIndex - loadAnywhere - loadAnywhere.Settings - loadConfig - loadDataSet - loadDb - loadExports - loadHDF5SummarizedExperiment - loadIdeogram - loadMethod - loadMethylumi2 - 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local_tempfile - local_tiff - local_time - local_xfig - locale - localeToCharset - localshape - locateVariants - location - locator - locfit - locfit.censor - locfit.matrix - locfit.quasi - locfit.raw - locfit.robust - locfitByCluster - locfitByCol - lociplots - lockBinding - lockEnvironment - locked - locpoly - loess - loess.control - loess.normalize - loess.smooth - loessByCluster - loessByCol - loessDemo - loessFit - loessLine - log - log.na - log10 - log10_trans - log1p - log1p_trans - log2 - log2_trans - logDet - logGreenChannelTransform - logLik - logLik.Mclust - logLik.MclustDA - logLik.gam - logLik.nlrq - logLik.rq - logLik.rqs - logLik.rqss - logLikuh - logLoss - logRatioTransform - logRedChannelTransform - logSumExp - log_append - log_breaks - log_lik - log_prob - log_trans - logan - logb - logcosh - logcounts - logdmvnorm - logfact - loggamma.lvm - logicOp - logical - logisregmix.init - logisregmixEM - logistic - logistic.grm - logit - logit.lvm - logit2 - logit_trans - logitp - logjs - loglin - loglm - loglm1 - logm - logmdigamma - lognormal.lvm - logrank - logratio2foldchange - logtrans - lolliplot - longDescription - longFormat - longestConsecutive - longest_match - longlat.scales - longley - loo - loo.array - loo.function - loo.matrix - loo_compare - loo_i - loo_linpred - loo_model_weights - loo_model_weights.default - loo_pit - loo_predict - loo_predictive_interval - lookUp - lookup - lookup.xport - lookupSASContents - loop_empty - los - lossalae - low2high - lower.to.upper.tri.inds - lower.tri - lower.tri.spam - lowerCor - lowerMat - lowerTriangle - lowerUpper - lowertriangle - lowess - lowest_common_branch - loxAfr3.xenoRefGene.LENGTH - lozenge - lp - lp.assign - lp.transport - lpSolve - lplot.xy - lpoints - lpolygon - lprq - lpsymphony - lpsymphony_solve_LP - lqs - lqs.formula - lrFuncs - lrcum - lrect - lrtest - lrtest.default - ls - ls.diag - ls.funs - ls.print - ls.size - ls.str - lsHDF5DumpFile - ls_fit_addtree - ls_fit_centroid - ls_fit_sum_of_ultrametrics - ls_fit_ultrametric - ls_fit_ultrametric_target - ls_tree - lscv - lscv.exact - lscvplot - lsegments - lsei - lseq - lsf.str - lsfit - lsi - lsilent - lsort - lsq - lssvm - lst - lst_ - lt - ltext - ltransform3dMatrix - ltransform3dto3d - ltsPlot - ltsReg - ltsreg - ltt.coplot - ltt.lines - ltt.plot - ltt.plot.coords - lu - lualatex - lubridate - lumIDAT - lumi - lumiB - lumiCSV - lumiExpresso - lumiMethyB - lumiMethyC - lumiMethyN - lumiMethyR - lumiMethyR2 - lumiMethyStatus - lumiN - lumiQ - lumiR - lumiR.batch - lumiT - lung - luv_colours - lverbose - lvls_expand - lvls_reorder - lvls_revalue - lvls_union - lvm - lvq1 - lvq2 - lvq3 - lvqinit - lvqtest - lymphoma - lynx - m.norMix - m2beta - m2t - mApply - mChoice - mKrig - mKrig.MLE - mKrig.MLE.joint - mKrig.coef - mKrig.trace - mKrigCheckXY - mKrigJointTemp.fn - mKrigMLEGrid - mKrigMLEJoint - m_groups - m_ply - ma.plot - ma2D - ma3x3.matrix - ma3x3.spottedarray - maA - maBoxplot - maColorBar - maCompCoord - maCompInd - maCompLayout - maCompNormA - maCompNormEq - maCompPlate - maControls - maCoord2Ind - maDefaultPar - maDotsDefaults - maDotsMatch - maGb - maGenControls - maGeneTable - maGf - maGnames - maGridCol - maGridRow - maImage - maImage.func - maInd2Coord - maInfo - maLG - maLR - maLabels - maLayout - maLegendLines - maLoess - maLoessLines - maLowessLines - maM - maMAD - maMed - maMloc - maMscale - maNgc - maNgr - maNorm - maNorm2D - maNormCall - maNormLoess - maNormMAD - maNormMain - maNormMed - maNormScale - maNotes - maNsamples - maNsc - maNspots - maNsr - maNum2Logic - maPalette - maPlate - maPlot - maPlot.func - maPrintTip - maRb - maRf - maSelectGnames - maSpotCol - maSpotRow - maSub - maTargets - maText - maTop - maTwoSamples - maW - mad - madDiff - mae - maffy.normalize - maffy.subset - magent - magenta - magic - magic.2np1 - magic.4n - magic.4np2 - magic.8 - magic.constant - magic.post.proc - magic.prime - magic.product - magic.product.fast - magiccube.2np1 - magiccubes - magichypercube.4n - magicplot - magma - magrittr - mahalCBI - mahalanobis - mahalanobisD - mahalanodisc - mahalanofix - mahalanofuz - mahalconf - mainPage - mainPanel - maintain_selection - maintainer - majorityVote - make.breaklist - make.chromOrd - make.congeneric - make.db.names - make.db.names.default - make.groups - make.hierarchical - make.keys - make.link - make.names - make.packages.html - make.par.list - make.q8 - make.rgb - make.socket - make.surface.grid - make.unique - makeARIMA - makeAccum - makeActiveBinding - makeAnchor - makeAncoraFiles - makeAnnDbPkg - makeAxtTracks - makeBSseqData - makeBackground - makeBiconnectedPlanar - makeCATdb - makeCNEDensity - makeChipPackage - makeChrBandGSC - makeChrBandGraph - makeChrBandInciMat - makeChronosCalib - makeClassRepresentation - makeClassTemplate - makeCluster - makeClusterFunctions - makeClusterFunctionsInteractive - makeClusterFunctionsLSF - makeClusterFunctionsLocal - makeClusterFunctionsMulticore - makeClusterFunctionsOpenLava - makeClusterFunctionsSGE - makeClusterFunctionsSLURM - makeClusterFunctionsSSH - makeClusterFunctionsTorque - makeClusterMPI - makeClusterPSOCK - makeCodeWalker - makeCompressedMatrix - makeConnected - makeConstantFolder - makeContent - makeContext - makeContrasts - makeControlProfile - makeDBPackage - makeDataFrame - makeDataPackage - makeDendrite - makeDepGraph - makeDependencyRelative - makeEBcontr - makeEnsemblSQLiteFromTables - makeEnsembldbPackage - makeExampleDESeqDataSet - makeExampleData - makeExtends - makeFDbPackageFromUCSC - makeFakeVignette - makeFeatureDbFromUCSC - makeFileCache - makeForkCluster - makeGAlignmentPairs - makeGEOSubmissionFiles - makeGOGraph - makeGRBs - makeGRangesFromDataFrame - makeGRangesListFromDataFrame - makeGRangesListFromFeatureFragments - makeGeneric - makeGenomicRatioSetFromMatrix - makeHyperlinkString - makeHypothesis - makeInpDb - makeIntersectList - makeJob - makeLabel - makeLabel.character - makeLocalsCollector - makeMPIcluster - makeMPImaster - makeMaximalPlanar - makeMethodsList - makeNWScluster - makeNWSmaster - makeNames - makeNindexFromArrayViewport - makeNodeAttrs - makeNodeLabel - makeNodePSOCK - makeNstr - makeOrgPackage - makeOrgPackageFromNCBI - makePSOCKcluster - makePWM - makePWMCutoffBackground - makePWMEmpiricalBackground - makePWMGEVBackground - makePWMLognBackground - makePWMPvalCutoffBackground - makePWMPvalCutoffBackgroundFromSeq - makePackageName - makePredictionPoints - makePriors - makeProbePackage - makeProgressBar - makePrototypeFromClassDef - makeQCTable - makeRaw - makeReactiveBinding - makeRegistry - makeRweaveLatexCodeRunner - makeS3Obj - makeSECdistr - makeSOCKcluster - makeSOCKmaster - makeSSHWorker - makeSimpleFileLogger - makeSimulationGrid - makeSimulationGrid2 - makeStandardGeneric - makeSteps - makeSubmitJobResult - makeSummarizedExperimentFromDataFrame - makeSummarizedExperimentFromExpressionSet - makeTxDb - makeTxDbFromBiomart - makeTxDbFromEnsembl - makeTxDbFromGFF - makeTxDbFromGRanges - makeTxDbFromUCSC - makeTxDbPackage - makeTxDbPackageFromBiomart - makeTxDbPackageFromUCSC - makeUnique - makeUnitVignette - makeUsageCollector - makeVRangesFromGRanges - makeValidParams - makeVignetteReference - make_ - make_ansi_style - make_bipartite_graph - make_call - make_chordal_ring - make_cluster_plot - make_clusters - make_date - make_datetime - make_de_bruijn_graph - make_differential_splicing_plot - make_difftime - make_directed_graph - make_eg_to_go_map - make_ego_graph - make_empty_graph - make_full_bipartite_graph - make_full_citation_graph - make_full_graph - make_gene_plot - make_go_to_eg_map - make_graph - make_kautz_graph - make_lattice - make_line_graph - make_option - make_ring - make_spinner - make_star - make_style - make_tbl - make_translations_pkg - make_tree - make_undirected_graph - make_vignette_auxfiles - makeconf_path - makegrid - makemissing - makemultdata - makepredictcall - makespline - makevars_site - makevars_user - mammals - manaus - mandelbrot - mandelbrot_tiles - manhattan - manifest - manipulate - manipulatorGetState - manipulatorMouseClick - manipulatorSetState - manova - mantel.test - mantelhaen.test - manual_pal - map - map.axes - map.cities - map.clip.poly - map.landkreis - map.scale - map.snps.to.genes - map.text - map.where - map.wrap - map.wrap.poly - map2 - map2SpatialLines - map2SpatialPolygons - map2_chr - map2_dbl - map2_df - map2_dfc - map2_dfr - map2_int - map2_lgl - mapCdfName - mapClass - mapDriveOnWindows - mapDriveOnWindows.System - mapFromAlignments - mapFromTranscripts - mapGeneInfo - mapGenomeBuilds - mapIdentifiers - mapIds - mapIdsToRanges - mapIds_base - mapLegendGrob - mapLevels - mapOrder - mapOrgs - mapRangesToIds - mapSeqlevels - mapToAlignments - mapToGenome - mapToIntervals - mapToIntervals.numeric - mapToList - mapToTranscripts - mapValues - map_at - map_call - map_chr - map_clusters_to_genes - map_data - map_dbl - map_df - map_dfc - map_dfr - map_if - map_int - map_lgl - mapasp - maply - mappedLkeys - mappedRkeys - mappedkeys - mapping - mapping_color_to_fill - mapping_string - mapping_swap_x_y - mapplot - mapply - maps - maptools - mapvalues - mar - mardia - marg.samp - margin - margin.table - margin2table - marginal.plot - marginalModelPlot - marginalModelPlots - marginalSECdistr - marijuana - mark.pathway.by.objects - markRenderFunction - markTime - markdown - markdownExtensions - markdownHTMLOptions - markdownToHTML - marker - markupSpecs - marma - marrangeGrob - marray - maryo - mas5 - mas5.detection - mas5calls - mas5calls.AffyBatch - mas5calls.ProbeSet - mask - maskFromBSGenome - maskGaps - maskMotif - maskReactiveContext - maskeddim - maskedncol - maskednrow - maskedratio - maskedwidth - masknames - masks - mass - mat.or.vec - mat.regress - mat.sort - mat2tex - mat3 - mat5M3ID - mat5Mrand - matMaxs - matReg - matSort - matStig - matboxplot - match - match.arg - match.call - match.fun - match.mChoice - match.map - match.ratetable - matchCases - matchClasses - matchCluster - matchCoefs - matchControls - matchDistribution - matchGenes - matchIntegerPairs - matchIntegerQuads - matchLRPatterns - matchNamespaces - matchPDict - matchPWM - matchPattern - matchProbePair - matchSignature - match_df - match_exact - match_ignorecase - match_order_by_labels - match_order_dendrogram_by_old_order - match_partial - match_partial_ignorecase - match_regexp - match_vertices - matchcols - matches - matchprobes - matchpt - matdensity - matern.image.cov - matexpo - math_format - matlines - matmax - matmin - matorder - matplot - matplotlib - matpoints - matprod_simple_triplet_matrix - matrix - matrix2dataFrame - matrixClass - matrixStats - matsort - matsqrt - matvec - matxv - mauc - mauchly.test - max - max.bit - max.bitwhich - max.col - max.ri - max1 - maxA - maxClique - maxDissim - maxEmptyRect - maxGap - maxHypergeo - maxMHypergeo - maxSE - maxScore - maxValue - maxWavefront - maxWeights - max_bipartite_match - max_cardinality - max_chroma - max_chroma_table - max_cliques - max_cohesion - max_depth - max_flow - max_height - max_width - maxcohesion - maximal.cliques - maximal.cliques.count - maximal.independent.vertex.sets - maximal_ivs - maximizeCcf - maximizeInterpolant - maximizeQuadratic - maximize_correlation - maximum.bipartite.matching - maximum.cardinality.search - maximumCycleRatio - maximump - maxresiduals - mayonnaise - mbarclPanel - mbarclpl - mc - mc.reset.stream - mcMap - mcPlot - mcPlots - mca - mcaffinity - mcat - mcc - mccollect - mcconwaysims.test - mclapply - mclust - mclust.options - mclust1Dplot - mclust2Dplot - mclustBIC - mclustBICupdate - mclustBootstrapLRT - mclustICL - mclustLoglik - mclustModel - mclustModelNames - mclustVariance - mclusterSim - mcmapply - mcmc - mcmc.list - mcmc.popsize - mcmcUpgrade - mcnemar.test - mcolAsRleList - mcols - mcpar - mcparallel - mcse_loo - mcyc - mcycle - md.plot - md4 - md5 - md5sum - md_document - mday - mdb.get - mdplot - mdply - mdsPlot - mdy - mdy_h - mdy_hm - mdy_hms - me - me.weighted - meE - meEEE - meEEI - meEEV - meEII - meEVE - meEVI - meEVV - meV - meVEE - meVEI - meVEV - meVII - meVVE - meVVI - meVVV - meX - meXII - meXXI - meXXX - mean - mean.Date - mean.DelayedArray - mean.POSIXct - mean.POSIXlt - mean.Rle - mean.default - mean.difftime - mean.na - mean0 - mean2 - meanDistance - meanFNCHypergeo - meanInRegions - meanMFNCHypergeo - meanMWNCHypergeo - meanNeighbors - meanOver - meanSdPlot - meanT - meanWNCHypergeo - meanX - mean_R_NX - mean_ci - mean_cl_boot - mean_cl_normal - mean_distance - mean_range - mean_sd - mean_sdl - mean_se - mean_se_ - meanabsdev - meanp - meanval.digamma - meanvar - meanz - measurement - measurement.error - measurementError - medflies - median - median.Rle - median.default - median.zoo - medianBackground - medianNormalise - median_hilow - median_iqr - median_mad - median_range - medianpolish - mediate - mediate.diagram - medpolish - medvPanel - medvpl - melanoma - melon - melt - melt.data.table - melt_csv - melt_csv2 - melt_csv2_chunked - melt_csv_chunked - melt_delim - melt_delim_chunked - melt_fwf - melt_table - melt_table2 - melt_tsv - melt_tsv_chunked - mem.limits - memCompress - memDecompress - members - membersExpr - membersScore - membership - memoise - memoize - memory.limit - memory.profile - memory.size - memoryCache - menarche - mendoapply - menu - menuItem - menuItemOutput - menuSubItem - merge - merge.AffyBatch - merge.EList - merge.EListRaw - merge.MAList - merge.RGList - merge.data.frame - merge.default - merge.list - merge.zoo - merge2Clusters - mergeBam - mergeBamByFactor - mergeByCommonTails - mergeByOverlaps - mergeCAGEsets - mergeCells - mergeIUPACLetters - mergeIntervals - mergeIntervals.numeric - mergeMethods - mergeProbeDesigns - mergeProbeDesigns2 - mergeRegions - mergeReplicates - mergeSamples - mergeScansRG - mergeToNamespaceAndExport - mergeWindows - merge_base - merge_coords - merge_element - merge_two_expfiles - mergedTrellisLegendGrob - merged_ewce - mergenormCBI - mergenormals - mergeorder - mergeparameters - merges - mergesort - mergesortorder - mesh.dcircle - mesh.diff - mesh.drectangle - mesh.dsphere - mesh.hunif - mesh.intersect - mesh.union - message - messageItem - message_for_status - messagef - meta - metaNameUndo - metaTemplate - metadata - metap - method.skeleton - methodSignatureMatrix - methods - methodsInheritedFrom - methodsInheritedFrom.Rdoc - methodsPackageMetaName - methylated - methylated.N - methylationCall - methylumIDAT - methylumIDATepic - methylumi - methylumi.bgcorr - methylumi.diagnostics - methylumiCSV - methylumiR - metrics - metrop - meuse - meuse.area - meuse.grid - meuse.grid_ll - meuse.riv - mfrow - mgEdgeData - mgEdgeDataDefaults - mgcv - mgedist - mgeneSim - mget - mgi_synonym_data - mglmLevenberg - mglmOneGroup - mglmOneWay - mgoSim - mgp.axis - mgp.axis.labels - mgus - mgus2 - mhgr - mic - michelson - microRNAs - microseconds - mid - midnightStandard - midnightStandard2 - midwest - milk - milliseconds - mime - mimeTypeExtensions - mime_part - mimemap - min - min.bit - min.bitwhich - min.ri - min0 - minCut - minDegreeOrdering - minDiss - minHypergeo - minMHypergeo - minScore - minValue - minWeights - min_cut - min_depth - min_rank - min_separators - min_st_separators - mine - minfi - minfiData - minfiQC - mini.roots - miniACC - minify - minimal.st.separators - minimax.crit - minimum.size.separators - minimum.spanning.tree - minimumCycleRatio - minimump - minitri - minkowski - minmax - minn38 - minor.tick - minqa - minsize - minute - minutes - mirror2html - mismatch - mismatchSummary - mismatchTable - missMethyl - missing - missingArg - missingCh - missing_arg - missing_s3 - missingdata - mixColor1Ramps - mixColor2Ramps - mixColor3Ramps - mixColorRamps - mixcolor - mixdens - mixed.cor - mixedClusters - mixedCor - mixedFontLabel - mixedModel2 - mixedModel2Fit - mixedOverlaps - mixedorder - mixedsort - mixpredictive - mixtools - mixture - mkAllStrings - mkRespMod - mkScalar - mkdirs - mkdirs.default - mkoptions - mlArrange - mlPlot - mldat - mle - mle.nomean - mle.nomean.spam - mle.spam - mledist - mlike - mlistMetaName - mlogLoss - mlply - mlr - mlsl - mltdrb - mltt.plot - mm - mm7.ensGene.LENGTH - mm7.geneSymbol.LENGTH - mm7.geneid.LENGTH - mm7.genscan.LENGTH - mm7.knownGene.LENGTH - mm7.refGene.LENGTH - mm7.sgpGene.LENGTH - mm7.xenoRefGene.LENGTH - mm8.ccdsGene.LENGTH - mm8.ensGene.LENGTH - mm8.geneSymbol.LENGTH - mm8.geneid.LENGTH - mm8.genscan.LENGTH - mm8.knownGene.LENGTH - mm8.nscanGene.LENGTH - mm8.refGene.LENGTH - mm8.sgpGene.LENGTH - mm8.sibGene.LENGTH - mm8.xenoRefGene.LENGTH - mm9.acembly.LENGTH - mm9.ccdsGene.LENGTH - mm9.ensGene.LENGTH - mm9.exoniphy.LENGTH - mm9.geneSymbol.LENGTH - mm9.geneid.LENGTH - mm9.genscan.LENGTH - mm9.knownGene.LENGTH - mm9.nscanGene.LENGTH - mm9.refGene.LENGTH - mm9.sgpGene.LENGTH - mm9.xenoRefGene.LENGTH - mma - mmdstats - mmedist - mmindex - mmp - mmps - mmsamp - mnLogLoss - mnnCorrect - mnormt - mnsl - mnsl2hex - mnsl2hvc - mnsl_hues - moby - moby_sample - mock - mod - mod.matrix - modal - modalButton - modalDialog - mode - modeFNCHypergeo - modeSECdistr - modeWNCHypergeo - model.Matrix - model.design - model.extract - model.frame - model.frame.default - model.guess - model.matrix - model.matrix.default - model.matrix.gam - model.matrix.lm - model.offset - model.part - model.response - model.tables - model.weights - model.xexact - model2restrictionMatrix - model2restrictionMatrix.lm - model2restrictionMatrix.mer - model2restrictionMatrix.merMod - modelCor - modelLookup - modelMatrix - modelMatrixMeth - modelPar - modelVar - model_beta_label - model_beta_variables - model_response_variables - modelsearch - modeltools - moderate.diagram - modifications - modify - modifyBaseFont - modifyList - modifyRange - modifyWeights - modify_at - modify_depth - modify_if - modify_url - modularity - modularity_matrix - modulelist - moduleload - modules - modulus_trans - mold - moment - moments - momentsMFNCHypergeo - momentsMWNCHypergeo - monDom1.genscan.LENGTH - monDom4.ensGene.LENGTH - monDom4.geneSymbol.LENGTH - monDom4.genscan.LENGTH - monDom4.nscanGene.LENGTH - monDom4.refGene.LENGTH - monDom4.xenoRefGene.LENGTH - monDom5.ensGene.LENGTH - monDom5.geneSymbol.LENGTH - monDom5.genscan.LENGTH - monDom5.nscanGene.LENGTH - monDom5.refGene.LENGTH - monDom5.xenoRefGene.LENGTH - mona - moneydemand - monic - monitor - mono.con - monograph_group - monoreg - monotone - month - month.abb - month.name - monthDays - monthlyRolling - monthplot - months - months.Date - months.POSIXt - mood.test - more - more.Verbose - mori2006 - morley - morph - morph.identity - morph.metrop - mortality - morths - mosaic - mosaicplot - mostEdges - motifDiffEnrichment - motifEcdf - motifEnrichment - motifIC - motifRankingForGroup - motifRankingForSequence - motifScores - motifSimilarity - motifs - motor - motors - mourning - mouse.table - mouse_to_human_homologs - mout - moveInSearchPath - moveInSearchPath.default - moveToGrob - movingAverageByCol - movingFun - mpager - mpg - mpl - mprint - mprintf - mptable - mrca - mrequire - mrlm - mrlplot - mroast - mroast.DGEList - mroast.default - mroot - ms - msc - mscale - mse - mseqnames - mshow - msle - msleep - msn.mle - msn.mple - msq - msqR - mssd - mst - mst.mple - mstack - mstep - mstep.nm - mstepE - mstepEEE - mstepEEI - mstepEEV - mstepEII - mstepEVE - mstepEVI - mstepEVV - mstepV - mstepVEE - mstepVEI - mstepVEV - mstepVII - mstepVVE - mstepVVI - mstepVVV - mstr - mstree.kruskal - mstree.prim - mt.maxT - mt.minP - mt.plot - mt.rawp2adjp - mt.reject - mt.sample.label - mt.sample.rawp - mt.sample.teststat - mt.teststat - mt.teststat.num.denum - mtcars - mtext - mtext3d - mtitle - mtp2ebmtp - mtransform - mtxconfusion - mult.fig - multLines - multWendlandGrid - multebC - multhist - multi.hist - multi.hit - multi.menu - multi2di - multi2di.multiPhylo - multi2di.phylo - multiClassSummary - multiTextGatherer - multi_add - multi_cancel - multi_fdset - multi_list - multi_run - multi_set - multiassign - multicore - multicoreWorkers - multidensity - multiecdf - multiedit - multigroup - multiinformation - multilevel.community - multilevel.reliability - multiloess - multinom - multinomial - multipleClasses - multiplot - multiply_by - multiply_by_matrix - multiprocess - multiqq - multisession - multishapes - multisplit - multivari - multmix.init - multmixEM - multmixmodel.sel - multrb - multscatter - multsymbolbox - multtest - multwendlandg - munsell - muscle - musk - mutate - mutate_ - mutate_all - mutate_at - mutate_each - mutate_each_ - mutate_if - muted - mutinfo - mutinformation - mv - mvFun - mva.pairs - mvalog.check - mvdcoord - mvfft - mvmStepPattern - mvn - mvn.lvm - mvn2plot - mvnX - mvnXII - mvnXXI - mvnXXX - mvnmix - mvnormalmix.init - mvnormalmixEM - mvnpEM - mvr - mvrValstats - mvrnorm - mvrs - mvtnorm - my_key - my_pubkey - myd - myeloid - mypredict.lm - myscreeplot - mysqlBuildTableDefinition - mysqlClientLibraryVersions - mysqlHasDefault - mz - n - n.code - n.plot - n2mfrow - n2w - nChrom - nCm - nFilter - nFm - nLnode - nM2par - nMDS - nMclustParams - nObservations - nPairs - nRnode - nSV - nVarParams - n_distinct - n_fields - n_groups - n_of_classes - n_of_objects - na.StructTS - na.action - na.aggregate - na.aggregate.default - na.approx - na.approx.default - na.contiguous - na.count - na.delete - na.detail.response - na.exclude - na.fail - na.fill - na.fill.default - na.fill0 - na.handling - na.include - na.keep - na.locf - na.locf.default - na.locf0 - na.omit - na.pass - na.pass0 - na.pattern - na.replace - na.retain - na.rpart - na.spline - na.spline.default - na.trim - na.trim.default - na.trim.ts - na_if - na_locf - na_tag - naclus - naep - nafitted.delete - naiveBayes - naiveRangeMapper - name - name_rows - namedList - names - names.Object - names.Options - names.POSIXlt - names.XMLNode - names0 - names2 - namespaceExport - namespaceImport - namespaceImportClasses - namespaceImportFrom - namespaceImportMethods - nanes - nanet - nanoseconds - naplot - napredict - napredict.delete - naprint - naprint.delete - naprint.keep - naresid - naresid.delete - naresid.keep - nargs - narrow - nasa - nasen - nastats - naten - native_american - native_encode - natstobits - navbarMenu - navbarPage - navbar_html - navbar_links_html - navigateToFile - navlistPanel - nb - nbBag - nbBeadsFilter - nbFuncs - nbSBF - nbands - nbinomDeviance - nbinomLRT - nbinomUnitDeviance - nbinomWaldTest - nbins - nbrOfOptions - nbrOfOptions.Options - nbrOfWorkers - nbtest - ncbi_snp_query - ncbi_snp_query2 - ncbi_snp_summary - ncell - nchain - nchar - nchar_ctl - nchar_sgr - nclass.FD - nclass.Sturges - nclass.freq - nclass.scott - nclass.wand - ncol - ncoord - ncv.test - ncvTest - ndims - ne - near - nearPD - nearPoints - nearZeroVar - nearcor - neardate - nearest - nearest.dist - nearestPointOnLine - nearestPointOnSegment - nearestReftoX - nearestTSS - nec - nedit - neditAt - neditEndingAt - neditStartingAt - need - needUpdate - needs_compile - needwunsQS - neg.bin - neg2loglikelihood - neg2loglikelihood.spam - negPredValue - negate - negative.binomial - negbin - negctls - negctls.stderr - negexp.SSival - neginc - negnorm - neighborhood - neighborhood.size - neighbors - nelder - neldermead - neo - neqc - nest - nest_ - nested.corr - nestedListing - nesting - nesting_ - netToAxt - netplot - neuro - new - new.env - new.name - new.packages - new2 - new2old.phylo - newBasic - newClassRepresentation - newEmptyObject - newHTMLDoc - newInstance - newInstance.BasicObject - newInstance.Class - newInstance.Object - newJSONParser - newMPInode - newNWSnode - newSCESet - newSNPlocs - newSOCKnode - newSeqCountSet - newXMLCDataNode - newXMLCommentNode - newXMLDTDNode - newXMLDoc - newXMLNamespace - newXMLNode - newXMLPINode - newXMLTextNode - newXtraSNPlocs - new_blob - new_data_frame - new_date - new_datetime - new_difftime - new_duration - new_factor - new_handle - new_interval - new_list_of - new_ordered - new_ornament - new_output_handler - new_partial - new_period - new_pillar_shaft - new_pillar_shaft_simple - new_pillar_title - new_pillar_type - new_pool - new_promise_domain - new_rcrd - new_tibble - new_vctr - newcomb - newline - newline.NullVerbose - newline.TextStatusBar - newline.Verbose - neworder_phylo - neworder_pruningwise - news - newuoa - nexprs - next - nextBoot - nextElem - nextRNG - nextRNGStream - nextRNGSubStream - next_op_secs - nextn - nexus.get - nexus.info - nexus.list - nexus.search - nexus_get - nexus_info - nexus_list - nexus_search - nfGroupedData - nfactors - nfolds - ngettext - ngonGrob - nhit - nhtemp - nicely - nindel - nir_list - niter - nitrofen - nj - njs - njunc - nl.grad - nl.jacobian - nl.opts - nlayers - nldata - nleaves - nleqslv - nlevels - nlist - nlm - nlme - nlme.formula - nlme.nlsList - nlmeControl - nlmeStruct - nlminb - nloptr - nloptr.get.default.options - nloptr.print.options - nlrob - nlrob.control - nlrq - nlrq.control - nlrqModel - nls - nls.control - nlsList - nlsList.formula - nlschools - nmGroupedData - nmatch - nmismatch - nn - nn2 - nnet - nnet.default - nnet.formula - nnetBag - nnetHess - nnls - nnls.lars - nnnpls - nnode - nnodes - nnzero - no.clusters - noNA - noOutlierMethod - noWindow - nobj - nobs - nobsY - nodal - node.depth - node.depth.edgelength - node.height - nodeData - nodeDataDefaults - nodeRenderInfo - node_depth - node_depth_edgelength - node_height - node_height_clado - noded_with_condition - nodelabels - nodepath - nodes - nodesInInducedGraph - noisemclustCBI - noisyDonoho - noisySinc - noisySine - nomiss - nonEstimable - nonS3methods - none - nonlinear - noquote - nor1mix - norMix - norMixEM - norMixMLE - norm - norm.ci - norm.spam - normControls - normOffsets - normTransform - norm_coords - norm_exprs - norm_laplacian - normal.lvm - normal_print - normalise - normaliseExprs - normaliseIllumina - normalizationFactor - normalizationFactors - normalize - normalize.AffyBatch.constant - normalize.AffyBatch.contrasts - normalize.AffyBatch.invariantset - normalize.AffyBatch.loess - normalize.AffyBatch.methods - normalize.AffyBatch.qspline - normalize.AffyBatch.quantiles - normalize.AffyBatch.quantiles.robust - normalize.constant - normalize.illumina.control - normalize.invariantset - normalize.loess - normalize.methods - normalize.qspline - normalize.quantiles - normalize.quantiles.determine.target - normalize.quantiles.in.blocks - normalize.quantiles.robust - normalize.quantiles.use.target - normalize.quantiles2 - normalizeBetweenArrays - normalizeChIPtoInput - normalizeCyclicLoess - normalizeDoubleBracketSubscript - normalizeExprs - normalizeForPrintorder - normalizeForPrintorder.rg - normalizeGeneLength - normalizeIlluminaMethylation - normalizeMedianAbsValues - normalizeMedianValues - normalizeMethyLumiSet - normalizeMethylation.quantile - normalizeMethylation.ssn - normalizePath - normalizeQuantiles - normalizeRobustSpline - normalizeSCE - normalizeSingleBracketReplacementValue - normalizeSingleBracketSubscript - normalizeTagCount - normalizeVSN - normalizeVSN.EListRaw - normalizeVSN.RGList - normalizeVSN.default - normalizeWithinArrays - normalize_input - normalize_path - normalmix.init - normalmixEM - normalmixEM2comp - normalmixMMlc - normcounts - normctls - normexp.fit - normexp.fit.control - normexp.fit.detection.p - normexp.signal - normmix.sim - normmixrm.sim - not - notConn - notExp - notExp2 - notLog - notLog2 - not_empty - note - note_create - note_default_ref - note_remove - notes - notificationItem - notmagic.2n - nottem - novirtual - novirtual.Object - now - nowrapRecenter - nowrapSpatialLines - nowrapSpatialPolygons - npEM - npEMindrep - npEMindrepbw - npMSL - npk - npr1 - npsurv - npv - nr.sign.chg - nrow - nrun - ns - ns.sep - nsFilter - ns_env - ns_get - nsamples - nselectboot - nsem - nsimplex - nsl - nslookup - nstr - nth - nties - ntile - nuID2EntrezID - nuID2IlluminaID - nuID2RefSeqID - nuID2probeID - nuID2targetID - nuclear - nucleotideFrequencyAt - nucleotideSubstitutionMatrix - null.space.dimension - nullGrob - nullModel - nullcon - nullfile - nullp - num.denom.setup - num.intercepts - num.sv - numAllMembers - numBeads - numDeriv - numEdges - numFNCHypergeo - numGenes - numMFNCHypergeo - numMWNCHypergeo - numMembers - numNoEdges - numNodes - numOverlaps - numPerms - numSigAll - numSigGenes - numSigMembers - numSplines - numWNCHypergeo - num_colors - num_range - num_to_letter - number - number2digits - number_bytes - number_bytes_format - number_format - numbers_to_words - numcolwise - numeric - numeric.string - numericDeriv - numericInput - numericScale - numeric_dc - numeric_version - nunique - nvalid - nvar - nwtco - nystrom - nzMapEnv - nzchar - nzchar_ctl - nzchar_sgr - nzmort - nzv - o - oPar - oats - oauth1.0_token - oauth2.0_access_token - oauth2.0_authorize_url - oauth2.0_token - oauth_app - oauth_callback - oauth_endpoint - oauth_endpoints - oauth_exchanger - oauth_header - oauth_listener - oauth_service_token - oauth_signature - obeyQname - obj - obj_print - obj_print_data - obj_print_footer - obj_print_header - obj_str - obj_str_data - obj_str_footer - obj_str_header - obj_sum - object.size - objectSize - objectSize.BasicObject - objectSize.Object - objectSize.default - objectSize.environment - objectVersion - objects - objplot - observe - observeEvent - ocat - occupationalStatus - occurrenceFilter - ocmulgee - octane - odb_blobs - odb_objects - odd - odds - oddsFNCHypergeo - oddsMFNCHypergeo - oddsMWNCHypergeo - oddsRatios - oddsWNCHypergeo - odt_document - off - off.Verbose - offdiag - offdiags - offline - offs - offset - offsetSingleGroup - offsetX - ok - okc - olBarplot - olbm - old.packages - old2new.phylo - oldClass - oldGrobify - oldage - oligonucleotideFrequency - oligonucleotideTransitions - olitos - oliveoil - olson_time_zones - olvq1 - omega - omega.diagram - omega.graph - omega2latex - omegaDirect - omegaFromSem - omegaSem - omegah - omission - omnibusBoot - on - on.Verbose - on.exit - onBookmark - onBookmarked - onFlush - onFlushed - onGarbageCollect - onGarbageCollect.default - onLoad - onReactiveDomainEnded - onRender - onRestore - onRestored - onSessionEnded - onSessionExit - onSessionExit.default - onStaticRenderComplete - onStop - onUnload - on_failure - on_grid - on_sphere - onclick - oneGOGraph - oneSE - one_of - onenormest - oneoffVariable - ones.lvm - onevent - oneway - oneway.test - onlearn - ontology - ooplot - op2dp - opVersionID - open - open.BamFile - open.BcfFile - open.FaFile - open.RsamtoolsFileList - open.ShortReadFile - open.TabixFile - open.connection - open.srcfile - open.srcfilealias - open.srcfilecopy - openBrowser - openBrowser.System - openHtmlPage - openPDF - openPage - openProject - openVignette - openXL - open_intervals - openssl - openssl_config - openxlsx - opt.BIC - opt.TPO - optShape - optim - optim.thresh - optimHess - optimal.community - optimise - optimize - optimizeStyle - optimizeSubInts - optimizing - option_symlink - option_symlink_target - options - options.manager - optionsCmds - optipng - optparse - opts_chunk - opts_current - opts_hooks - opts_knit - opts_template - or - orca - orca_serve - ordGridFun - ordTestpo - order - order.dendrogram - order.hclust - order.na - orderBSseq - orderIntegerPairs - orderIntegerQuads - orderSeqlevels - orderVersion - order_by - ordered - ordering - ordinal - ordinal_english - ordinal_format - ordinal_french - ordinal_spanish - ordreg - org.Dm.eg - org.Dm.eg.db - org.Dm.egACCNUM - org.Dm.egACCNUM2EG - org.Dm.egALIAS2EG - org.Dm.egCHR - org.Dm.egCHRLENGTHS - org.Dm.egCHRLOC - org.Dm.egCHRLOCEND - org.Dm.egENSEMBL - org.Dm.egENSEMBL2EG - org.Dm.egENSEMBLPROT - org.Dm.egENSEMBLPROT2EG - org.Dm.egENSEMBLTRANS - org.Dm.egENSEMBLTRANS2EG - org.Dm.egENZYME - org.Dm.egENZYME2EG - org.Dm.egFLYBASE - org.Dm.egFLYBASE2EG - org.Dm.egFLYBASECG - org.Dm.egFLYBASECG2EG - org.Dm.egFLYBASEPROT - org.Dm.egFLYBASEPROT2EG - org.Dm.egGENENAME - org.Dm.egGO - org.Dm.egGO2ALLEGS - org.Dm.egGO2EG - org.Dm.egMAP - org.Dm.egMAP2EG - org.Dm.egMAPCOUNTS - org.Dm.egORGANISM - org.Dm.egPATH - org.Dm.egPATH2EG - org.Dm.egPMID - org.Dm.egPMID2EG - org.Dm.egREFSEQ - org.Dm.egREFSEQ2EG - org.Dm.egSYMBOL - org.Dm.egSYMBOL2EG - org.Dm.egUNIGENE - org.Dm.egUNIGENE2EG - org.Dm.egUNIPROT - org.Dm.eg_dbInfo - org.Dm.eg_dbconn - org.Dm.eg_dbfile - org.Dm.eg_dbschema - org.Hs.eg - org.Hs.eg.db - org.Hs.egACCNUM - org.Hs.egACCNUM2EG - org.Hs.egALIAS2EG - org.Hs.egCHR - org.Hs.egCHRLENGTHS - org.Hs.egCHRLOC - org.Hs.egCHRLOCEND - org.Hs.egENSEMBL - org.Hs.egENSEMBL2EG - org.Hs.egENSEMBLPROT - org.Hs.egENSEMBLPROT2EG - org.Hs.egENSEMBLTRANS - org.Hs.egENSEMBLTRANS2EG - org.Hs.egENZYME - org.Hs.egENZYME2EG - org.Hs.egGENENAME - org.Hs.egGO - org.Hs.egGO2ALLEGS - org.Hs.egGO2EG - org.Hs.egMAP - org.Hs.egMAP2EG - org.Hs.egMAPCOUNTS - org.Hs.egOMIM - org.Hs.egOMIM2EG - org.Hs.egORGANISM - org.Hs.egPATH - org.Hs.egPATH2EG - org.Hs.egPFAM - org.Hs.egPMID - org.Hs.egPMID2EG - org.Hs.egPROSITE - org.Hs.egREFSEQ - org.Hs.egREFSEQ2EG - org.Hs.egSYMBOL - org.Hs.egSYMBOL2EG - org.Hs.egUCSCKG - org.Hs.egUNIGENE - org.Hs.egUNIGENE2EG - org.Hs.egUNIPROT - org.Hs.eg_dbInfo - org.Hs.eg_dbconn - org.Hs.eg_dbfile - org.Hs.eg_dbschema - org.Mm.eg - org.Mm.eg.db - org.Mm.egACCNUM - org.Mm.egACCNUM2EG - org.Mm.egALIAS2EG - org.Mm.egCHR - org.Mm.egCHRLENGTHS - org.Mm.egCHRLOC - org.Mm.egCHRLOCEND - org.Mm.egENSEMBL - org.Mm.egENSEMBL2EG - org.Mm.egENSEMBLPROT - org.Mm.egENSEMBLPROT2EG - org.Mm.egENSEMBLTRANS - org.Mm.egENSEMBLTRANS2EG - org.Mm.egENZYME - org.Mm.egENZYME2EG - org.Mm.egGENENAME - org.Mm.egGO - org.Mm.egGO2ALLEGS - org.Mm.egGO2EG - org.Mm.egMAPCOUNTS - org.Mm.egMGI - org.Mm.egMGI2EG - org.Mm.egORGANISM - org.Mm.egPATH - org.Mm.egPATH2EG - org.Mm.egPFAM - org.Mm.egPMID - org.Mm.egPMID2EG - org.Mm.egPROSITE - org.Mm.egREFSEQ - org.Mm.egREFSEQ2EG - org.Mm.egSYMBOL - org.Mm.egSYMBOL2EG - org.Mm.egUNIGENE - org.Mm.egUNIGENE2EG - org.Mm.egUNIPROT - org.Mm.eg_dbInfo - org.Mm.eg_dbconn - org.Mm.eg_dbfile - org.Mm.eg_dbschema - org.Rn.eg - org.Rn.eg.db - org.Rn.egACCNUM - org.Rn.egACCNUM2EG - org.Rn.egALIAS2EG - org.Rn.egCHR - org.Rn.egCHRLENGTHS - org.Rn.egCHRLOC - org.Rn.egCHRLOCEND - org.Rn.egENSEMBL - org.Rn.egENSEMBL2EG - org.Rn.egENSEMBLPROT - org.Rn.egENSEMBLPROT2EG - org.Rn.egENSEMBLTRANS - org.Rn.egENSEMBLTRANS2EG - org.Rn.egENZYME - org.Rn.egENZYME2EG - org.Rn.egGENENAME - org.Rn.egGO - org.Rn.egGO2ALLEGS - org.Rn.egGO2EG - org.Rn.egMAPCOUNTS - org.Rn.egORGANISM - org.Rn.egPATH - org.Rn.egPATH2EG - org.Rn.egPFAM - org.Rn.egPMID - org.Rn.egPMID2EG - org.Rn.egPROSITE - org.Rn.egREFSEQ - org.Rn.egREFSEQ2EG - org.Rn.egSYMBOL - org.Rn.egSYMBOL2EG - org.Rn.egUNIGENE - org.Rn.egUNIGENE2EG - org.Rn.egUNIPROT - org.Rn.eg_dbInfo - org.Rn.eg_dbconn - org.Rn.eg_dbfile - org.Rn.eg_dbschema - orgPackageName - organism - origin - ornAna1.ensGene.LENGTH - ornAna1.geneSymbol.LENGTH - ornAna1.refGene.LENGTH - ornAna1.xenoRefGene.LENGTH - ortholog_data_Mouse_Human - oryLat2.ensGene.LENGTH - oryLat2.geneSymbol.LENGTH - oryLat2.refGene.LENGTH - oryLat2.xenoRefGene.LENGTH - os_name - oscorespls.fit - other - otherInfo - outcome_conversion - outer - outerText - outfile1 - outlier - outlier.test - outlierStats - outlierTest - outlierplot - outlyx - outpaths - outputInt - outputOptions - output_ansi - output_column - output_format - output_metadata - output_utf8 - ovarian - over - overDF_for_rgeos - overLapper - overlap - overlapExprs - overlapGraphicalSummary - overlapPermTest - overlapRegions - overlapsAny - overlapsRanges - overlay - overplot - ownn - oxford - oxyscale - oz.windrose - oz.windrose.legend - ozone - ozone2 - p - p.adjust - p.adjust.methods - p.arrows - p.correct - p.datum - p.dchisq - p.dgamma - p.dnorm - p.hboxp - p.m - p.pllines - p.profileTraces - p.rep - p.rep.f - p.rep.r - p.rep.t - p.res.2fact - p.res.2x - p.scales - p.tachoPlot - p.ts - p2LL - p2p_arrows - p95 - pAUC - pAUCi - pBlock - pData - pFNCHypergeo - pOverA - pType - pWNCHypergeo - pa - pa_age - pacf - pack - packBits - packGrob - package - package.dependencies - package.skeleton - package.version - packageData - packageDescription - packageEnv - packageEvent - packageExtra - packageExtraHandler - packageExtraRunner - packageHasNamespace - packageName - packageOptions - packagePath - packageReference - packageReferenceFile - packageRegistries - packageRegistry - packageSlot - packageStartupMessage - packageStatus - packageTestEnv - packageVersion - package_bibliography - package_dependencies - package_deps - package_file - package_info - package_native_routine_registration_skeleton - package_version - packagesOf - packet.number - packet.panel.default - padAndClip - page - page.rank - page.rank.old - pageBreak - pageSetup - pageText - pageTitle - pageWithSidebar - page_rank - page_rank_old - paged_table - painters - paired.r - pairlist - pairlist2f_usage1 - pairs - pairs.AffyBatch - pairs.default - pairs.panels - pairwise.prop.test - pairwise.t.test - pairwise.table - pairwise.wilcox.test - pairwiseAlignment - pairwiseCount - pairwiseDescribe - pairwiseImpute - pairwiseReport - pal2SpatialPolygons - pal_aaas - pal_d3 - pal_futurama - pal_gsea - pal_igv - pal_jama - pal_jco - pal_lancet - pal_locuszoom - pal_material - pal_nejm - pal_npg - pal_rickandmorty - pal_simpsons - pal_startrek - pal_tron - pal_uchicago - pal_ucscgb - palette - palindromeArmLength - palindromeLeftArm - palindromeRightArm - pam - pamk - pamkCBI - pan - panTro1.ensGene.LENGTH - panTro1.geneid.LENGTH - panTro1.genscan.LENGTH - panTro1.xenoRefGene.LENGTH - panTro2.ensGene.LENGTH - panTro2.geneSymbol.LENGTH - panTro2.genscan.LENGTH - panTro2.nscanGene.LENGTH - panTro2.refGene.LENGTH - panTro2.xenoRefGene.LENGTH - pancrCaIni - panda - pandaR - pandaResult - pandaResultPairs - pandaToyData - pandoc - pandoc_available - pandoc_citeproc_convert - pandoc_convert - pandoc_exec - pandoc_highlight_args - pandoc_include_args - pandoc_latex_engine_args - pandoc_options - pandoc_path_arg - pandoc_self_contained_html - pandoc_template - pandoc_toc_args - pandoc_variable_arg - pandoc_version - paneViewer - panel.2dsmoother - panel.3dbars - panel.3dpolygon - panel.3dscatter - panel.3dtext - panel.3dwire - panel.Dotplot - panel.Ecdf - panel.RgoogleMaps - panel.abline - panel.ablineq - panel.arrows - panel.average - panel.axis - panel.barchart - panel.bpplot - panel.brush.splom - panel.bwplot - panel.calibration - panel.car - panel.cloud - panel.contourplot - panel.curve - panel.densityplot - panel.dotplot - panel.ecdfplot - panel.ellipse - panel.error - panel.fill - panel.ggmap - panel.grid - panel.gridplot - panel.hexbinplot - panel.hexboxplot - panel.hexgrid - panel.hexloess - panel.hexplom - panel.histogram - panel.horizonplot - panel.identify - panel.identify.cloud - panel.identify.qqmath - panel.key - panel.levelplot - panel.levelplot.points - panel.levelplot.raster - panel.lift - panel.lift2 - panel.linejoin - panel.lines - panel.lines.its - panel.lines.tis - panel.lines.ts - panel.lines.zoo - panel.link.splom - panel.lmline - panel.lmlineq - panel.locfit - panel.loess - panel.mapplot - panel.mathdensity - panel.needle - panel.number - panel.overplot - panel.pairs - panel.parallel - panel.plot.custom - panel.plot.default - panel.plsmo - panel.pointLabel - panel.points - panel.points.its - panel.points.tis - panel.points.ts - panel.points.zoo - panel.pointsplot - panel.polygon - panel.polygon.its - panel.polygon.tis - panel.polygon.ts - panel.polygon.zoo - panel.polygonsplot - panel.qq - panel.qqmath - panel.qqmath.tails - panel.qqmath.xyarea - panel.qqmathline - panel.quantile - panel.rect - panel.rect.its - panel.rect.tis - panel.rect.ts - panel.rect.zoo - panel.refline - panel.rootogram - panel.rug - panel.scaleArrow - panel.segments - panel.segments.its - panel.segments.tis - panel.segments.ts - panel.segments.zoo - panel.segplot - panel.smooth - panel.smoothScatter - panel.smoother - panel.spline - panel.splom - panel.stripplot - panel.superpose - panel.superpose.2 - panel.superpose.plain - panel.text - panel.text.its - panel.text.tis - panel.text.ts - panel.text.zoo - panel.tmd.default - panel.tmd.qqmath - panel.tskernel - panel.violin - panel.voronoi - panel.wireframe - panel.xYplot - panel.xblocks - panel.xyarea - panel.xyplot - panel.xyplot.lf - panel_border - panel_cols - panel_rows - panes - panmagic.4 - panmagic.4n - panmagic.6nm1 - panmagic.6np1 - panmagic.6npm1 - panmagic.8 - par - par2norMix - parApply - parCapply - parGrid - parLapply - parLapplyLB - parMM - parRapply - parRenderInfo - parSapply - parSapplyLB - parafit - parallel - parallelSlotNames - parallelVectorNames - parallelplot - param - param_get - param_remove - param_set - parameter - parameters - params - parcels - parcoord - parent - parent.env - parent.frame - parentOf - parents - pareto.lvm - pareto_k_ids - pareto_k_table - pareto_k_values - parfix - parlabels - parpos - pars - parse - parse.GString - parse.SmartComments - parse.constraints - parse.default - parse.grid.list - parse2GRanges - parseArgs - parseArgsForAes - parseArgsForNonAes - parseDTD - parseDebian - parseDebian.System - parseDesc - parseGEO - parseHTTPHeader - parseLatex - parseNamespaceFile - parsePackageCitation - parseQueryString - parseRepos - parseSpecialNames - parseURI - parseWIG - parseXMLAndAdd - parse_1usage_text - parse_Rd - parse_Rdname - parse_Rdpiece - parse_Rdtext - parse_all - parse_args - parse_args2 - parse_character - parse_check - parse_check_url - parse_date - parse_date_time - parse_date_time2 - parse_datetime - parse_deps - parse_double - parse_env_subset - parse_factor - parse_format - parse_github_repo_spec - parse_github_url - parse_guess - parse_headers - parse_headers_list - parse_hm - parse_hms - parse_html_notebook - parse_http_date - parse_integer - parse_json - parse_logical - parse_media - parse_multipart - parse_ns_file - parse_number - parse_only - parse_packages - parse_pairlist - parse_repo_spec - parse_time - parse_url - parse_usage_text - parse_vector - parsed_content - parsedesign - partconv - partial - partial.r - partial_bundle - partial_eigen - partial_frame - partialcor - partition.matrix - partition.vector - partition_leaves - partuniq - passwordInput - paste - paste.vec - paste0 - pasteCols - pasteFit - pasteTree - pasteTree.FileListTree - pat_asciidoc - pat_brew - pat_html - pat_md - pat_rnw - pat_rst - pat_tex - pat_textile - patchCode - patchCode.default - patent - path - path.expand - path.length.hist - path.package - path.rpart - pathGrob - pathListing - pathWeights - path_abs - path_common - path_dir - path_expand - path_expand_r - path_ext - path_ext_remove - path_ext_set - path_file - path_filter - path_has_parent - path_home - path_home_r - path_join - path_norm - path_package - path_real - path_rel - path_sanitize - path_split - path_temp - path_tidy - path_wd - pattern - patternFrequency - paulsen - pause - paxis3d - pbClose - pbCreate - pbStep - pbapply - pbc - pbeta - pbgyr - pbinom - pbirthday - pbkrtest - pblapply - pbmapply - pbmc - pbmc_small - pboptions - pbreplicate - pbsapply - pbtypes - pbvalog - pbvamix - pbvaneglog - pbvbilog - pbvct - pbvevd - pbvhr - pbvlog - pbvnegbilog - pbvneglog - pc - pc1 - pca - pca.distances - pca.scoreplot - pcaNNet - pcaPP - pcauchy - pchisq - pcls - pclust - pclust_family - pclust_object - pcoa - pcompare - pcompareRecursively - pcor - pcor0 - pcouted - pcoverageByTranscript - pcr - pcramer - pcre_config - pcv - pd.solve - pdBlocked - pdCompSymm - pdConstruct - pdDiag - pdFactor - pdIdent - pdIdnot - pdLogChol - pdMat - pdMatrix - pdNatural - pdSymm - pdTens - pdf - pdf.do - pdf.end - pdf.latex - pdf.options - pdfFonts - pdf_document - pdfclustCBI - pdfconvert - pdflatex - pdiscrete - peakHeatmap - peaks - peas - peek_vars - pen.edf - penalise - penny - pension - peptides - percent - percent_format - percent_rank - perfectcube5 - perfectcube6 - performance - period - period_to_seconds - periodicSpline - periodicallyRolling - periods - perm - perm.rowscols - permSumStats - permSumStats.all - permTest - permn - permp - permutation - permutation.spam - permutations - permute - permute.vertices - person - personList - persp - perspx - petMar1.xenoRefGene.LENGTH - petest - petrol - pexp - pextreme - pf - pfilter - pfrechet - pgamma - pgap - pgeom - pgev - pgpd - pgumbel - phalfnorm - phead - pheatmap - phenoData - phenoModel - phenotype - phenotypeColor - phenotypes - phenotypes_byid - phi - phi.demo - phi.list - phi2poly - phi2poly.matrix - phi2tetra - phiX174Phage - phicoef - phones - phosphor - phred2ASCIIOffset - phydataplot - phylogram.plot - phymltest - phyper - physical - physical.default - pi - pi0.est - pi0est - pic - pic.ortho - pickBIC - pickSizeBest - pickSizeTolerance - pickVars - picker - pico - picoseconds - pictex - picture - pictureGrob - picturePaths - pid - pie - pie.labels - pie3D - pie3D.labels - pieGlyph - piecewise.layout - piecewiselin - pigs - pileLettersAt - pileup - pileupAsGRanges - pileupGRangesAsVariantTable - pillar - pillar_shaft - pilot - pima - pintersect - pinvgauss - pipe - pipelineIlluminaMethylation.batch - piridge - piridge.zeroes - pivots - pkgDepTools - pkgDepends - pkgStartupMessage - pkgVignettes - pkg_attach - pkg_attach2 - pkg_desc - pkg_env - pkg_has_src - pkg_links_to_rcpp - pkg_load - pkg_load2 - pkg_name - pkg_ns - pkg_path - pkg_version - pkgbuild - pkgbuild_process - pkgconfig - pkgload - pkgmaker - pkgreg_fetch - pkgreg_remove - pkgtest - pl.ds - place.knots - placeGrob - placeLabels - place_labels - plan - planarCanonicalOrdering - planarFaceTraversal - plant - plantTraits - plasma - plasma_retinol_MvsF - platformSigs - platform_info - playerout.costfunction - plclust - plinrain - plnorm - plogis - plogr - plot - plot.CA - plot.CaGalt - plot.DMFA - plot.DiscrFact - plot.FAMD - plot.GPA - plot.HCPC - plot.HMFA - plot.Krig - plot.MCA - plot.MFA - plot.Mclust - plot.MclustBootstrap - plot.MclustDA - plot.MclustDR - plot.PBmodcomp - plot.PCA - plot.ProbeSet - plot.blcTree - plot.catdes - plot.clboot - plot.clustCombi - plot.ctlcurves - plot.dbscan - plot.default - plot.dendrite - plot.densityMclust - plot.design - plot.dmap - plot.ecdf - plot.eval - plot.evonet - plot.function - plot.functional - plot.gafs - plot.gam - plot.glcTree - plot.gmmhd - plot.grenander - plot.igraph - plot.irt - plot.lars - plot.limdil - plot.lme - plot.marrayNorm - plot.marrayRaw - plot.mclustBIC - plot.mclustBootstrapLRT - plot.mclustICL - plot.mfpc - plot.mixEM - plot.mixMCMC - plot.monoreg - plot.mselm - plot.multiPhylo - plot.mvnpEM - plot.new - plot.npEM - plot.panda - plot.phylo - plot.poly - plot.poly.parallel - plot.psych - plot.qsreg - plot.qss1 - plot.qss2 - plot.residuals - plot.rfe - plot.rfpc - plot.rq.process - plot.rqs - plot.rqss - plot.safs - plot.segmented - plot.selm - plot.sim - plot.snowTimingData - plot.spEM - plot.spEMN01 - plot.spam - plot.spatialDesign - plot.spatialProcess - plot.spec.coherency - plot.spec.phase - plot.sreg - plot.stepfun - plot.summary.crqs - plot.summary.rqs - plot.summary.rqss - plot.surface - plot.table.rq - plot.tclust - plot.tkm - plot.tkmeans - plot.train - plot.trls - plot.ts - plot.valstat - plot.venn - plot.vgram - plot.vgram.matrix - plot.window - plot.xy - plot.zoo - plot2D.SymmModulated - plotAffyRNAdeg - plotAnnoBar - plotAnnoPie - plotAnnoPie.csAnno - plotArguments - plotAvgProf - plotAvgProf2 - plotBCV - plotBeadIntensities - plotBeadLocations - plotBetasByType - plotBreakLongEdges - plotCDF - plotCI - plotCNEDistribution - plotCNEWidth - plotCVLars - plotCellData - plotChangepoint - plotChipLayout - plotChr - plotClassProbs - plotColData - plotColorBias1D - plotColorBias2D - plotColorLegend - plotCommunityDetection - plotCompetingRiskModel - plotConf - plotControlData - plotCorrPrecision - plotCorrelation - plotCounts - plotCpg - plotDS - plotDataHeatmap - plotDataScatter - plotDensities - plotDensities.EList - plotDensities.EListRaw - plotDensities.MAList - plotDensities.RGList - plotDensities.default - plotDensity - plotDensity.AffyBatch - plotDensityMclust1 - plotDensityMclust2 - plotDensityMclustd - plotDiffusionMap - plotDispEsts - plotDistToTSS - plotEll - plotEnrichment - plotEnrichmentBars - plotEnrichmentHeatmap - plotEvalues.MclustDR - plotExonUsage - plotExons - plotExplanatoryVariables - plotExpression - plotExpressionDefault - plotExpressionGraph - plotExpressionProfiles - plotExprsFreqVsMean - plotExprsVsTxLength - plotFB - plotFB.EListRaw - plotFB.RGList - plotFB.default - plotFDR - plotFactorBeeswarm - plotFactorCor - plotFactorHist - plotFactorScatter - plotFactorScatters - plotFeatureData - plotGOTermGraph - plotGPApartial - plotGRanges - plotGammaFit - plotGraph - plotGrowthCurves - plotGseaTable - plotH - plotHDPChangepoint - plotHierarchy - plotHighestExprs - plotHousekeepingGene - plotIllnessDeathModel - plotImage.blcTree - plotImage.glcTree - plotInterquantileWidth - plotLocation - plotLowess - plotMA - plotMA.EList - plotMA.EListRaw - plotMA.MAList - plotMA.MArrayLM - plotMA.RGList - plotMA.default - plotMA3by2 - plotMAXY - plotMAhex - plotMD - plotMD.DGEExact - plotMD.DGEGLM - plotMD.DGELRT - plotMD.DGEList - plotMD.EList - plotMD.EListRaw - plotMD.MAList - plotMD.MArrayLM - plotMD.RGList - plotMD.default - plotMDS - plotMDS.DGEList - plotMDS.MDS - plotMDS.default - plotMFApartial - plotManyRegions - plotMeanVar - plotMetadata - plotMotifScores - plotMultSim - plotMultipleMotifs - plotNAs - plotNegOob - plotObsVsPred - plotOutput - plotPCA - plotPCASCE - plotPNG - plotPWF - plotPhenoData - plotPhyloCoor - plotPlatePosition - plotPrintTipLoess - plotPrintorder - plotQC - plotQLDisp - plotRGB - plotRLDF - plotRLE - plotReducedDim - plotReducedDimDefault - plotRegion - plotRegions - plotReverseCumulatives - plotRowData - plotSA - plotSample - plotSampleIntensities - plotSampleRelation - plotScater - plotSequence - plotSex - plotSmear - plotSparsity - plotSplice - plotSpliceDGE - plotState - plotStep - plotStringencyGene - plotTIFF - plotTSNE - plotTilesData - plotTopMotifsGroup - plotTopMotifsSequence - plotTopWeights - plotTracks - plotTree.blcTree - plotTree.glcTree - plotTreeTime - plotVST - plotVarianceExplained - plotViewport - plotVsnLogLik - plotWeights - plotWeightsHeatmap - plotWithHighlights - plotZ - plotZbyTF - plot_DiscrFact_p2 - plot_DiscrFact_p3 - plot_R_NX - plot_annotation - plot_bg - plot_categorical - plot_celltype_associations - plot_closest - plot_coannotations - plot_crop - plot_dendro - plot_dendrogram - plot_geo - plot_grid - plot_hex - plot_hierarchy - plot_horiz.dendrogram - plot_ly - plot_mapbox - plot_mnsl - plot_model - plot_model_pars - plot_numerical - plot_numerical_coannotations - plot_to_gtable - plotbyfactor - plotchazuh - plotcluster - plotcorr - plotcov - plotcp - plotdenuh - plotdist - plotdistcens - plotellipses - plotexpRMM - plotfeatureCoverage - plotfeaturetypeCounts - plotgradidf - plotgraduh - plothazuh - plotlines - plotly - plotlyM - plotlyOutput - plotlyParm - plotlyProxy - plotlyProxyInvoke - plotlySave - plotly_IMAGE - plotly_POST - plotly_build - plotly_data - plotly_empty - plotly_example - plotly_json - plotmathTranslate - plotmeans - plotp - plotpsummaryM - plotrix - plotseq - plotseq.npEM - plotspRMM - plotsurvidf - plotsurvuh - plotweibullRMM - plpFiles - plpFlag - plpMaxDepth - plpMinBaseQuality - plpMinDepth - plpMinMapQuality - plpParam - plpWhat - plpWhich - plpYieldAll - plpYieldBy - plpYieldSize - pls - pls.options - plsBag - plsda - plsmo - plsr - pltree - pluck - pluton - plyr - pm - pm.abstGrep - pm.getabst - pm.titles - pmAbst2HTML - pmap - pmapFromAlignments - pmapFromTranscripts - pmapToAlignments - pmapToTranscripts - pmap_chr - pmap_dbl - pmap_df - pmap_dfc - pmap_dfr - pmap_int - pmap_lgl - pmatch - pmatchPattern - pmax - pmax.int - pmax.sa - pmax2 - pmcorrect.mas - pmcorrect.methods - pmcorrect.pmonly - pmcorrect.subtractmm - pmid - pmid2MIAME - pmidQuery - pmin - pmin.int - pmin.sa - pmin2 - pmindex - pmnorm - pmsc - pmsn - pmst - pmt - pmvalog - pmvevd - pmvlog - pmvnorm - pmvt - pnbinom - png - pngNeedle - pnnls - pnnqp - pnorMix - pnorm - pnt.in.poly - pnweibull - poTest - point.in.polygon - pointDistance - pointLabel - pointList - points - points.default - points.functional - points.segmented - points2grid - pointsGrob - poison - poison.text - poisons - poisregmix.init - poisregmixEM - poisson - poisson.lvm - poisson.test - poissonGoodnessOfFit - poke_vars - pol2cart - polar - polar.plot - polar2rect - polarLAB - polarLUV - poll - polr - poly - poly.calc - poly.from.roots - poly.from.values - poly.from.zeros - poly.image - poly.image.regrid - poly.mat - poly.orth - polySpline - polyarea - polychoric - polydi - polydot - polygon - polygon.shadow - polygonGrob - polygon_regular - polygons - polylineGrob - polylist - polym - polyn - polyn.eval - polynFilter - polynom - polynomial - polypath - polyroot - polys.plot - polyserial - pomodm - ponAbe2.ensGene.LENGTH - ponAbe2.geneSymbol.LENGTH - ponAbe2.genscan.LENGTH - ponAbe2.nscanGene.LENGTH - ponAbe2.refGene.LENGTH - ponAbe2.xenoRefGene.LENGTH - poolVar - pooledSD - pop - pop.sim - pop.viewport - popBackupFile - popBackupFile.default - popMessage - popMessage.TextStatusBar - popState - popState.Verbose - popTemporaryFile - popTemporaryFile.default - popViewport - popower - populate - populateDB - populate_env - population - population2010 - porder - port - portpirie - pos - pos.to.env - posPredValue - posamsize - poscontPlot - posdefify - position - positionFilter - position_beeswarm - position_dodge - position_dodge2 - position_fill - position_identity - position_jitter - position_jitterdodge - position_nudge - position_points_jitter - position_points_sina - position_quasirandom - position_raincloud - position_stack - possibleDates - possibleExtends - possibly - possumDiv - post - post.beta - postDrawDetails - postForm - postNode - postResample - postdoc - posterior - posterior_interval - posterior_linpred - posterior_predict - postorder - postponeAction - postprocess.prop.part - postscript - postscriptFonts - potatoes - pottery - poulet - poverlaps - poweRlaw - power - power.anova.test - power.fisher.test - power.law.fit - power.prop.test - power.t.test - powerTransform - power_centrality - powerboost - powerpoint_presentation - pp - ppcomp - ppcompcens - ppgetregion - ppinit - pplcon - ppldis - pplik - ppoints - ppois - ppr - ppregion - ppset.ttest - ppsetApply - ppv - prList - prSummary - prType - pr_DB - pr_dist2simil - pr_fetch - pr_finish - pr_init - pr_pause - pr_pull - pr_pull_upstream - pr_push - pr_simil2dist - pr_sync - pr_view - prab.sarestimate - prabclus - prabclust - prabinit - prabtest - prcomp - prcomp_irlba - pre - preDrawDetails - preProcess - precede - precip - precision - precmat - precmat.GMRFreglat - precmat.IGMRFirreglat - precmat.IGMRFreglat - precmat.RW1 - precmat.RW2 - precmat.RWn - precmat.season - predFC - predFC.DGEList - predFC.default - predFCm - predORF - predgain - predict - predict.CA - predict.FAMD - predict.Krig - predict.LogitBoost - predict.MCA - predict.Mclust - predict.MclustDA - predict.MclustDR - predict.PCA - predict.Tps - predict.bagEarth - predict.bam - predict.blcTree - predict.crq - predict.crqs - predict.dbscan - predict.densityMclust - predict.ellipsoid - predict.fastTps - predict.gafs - predict.gam - predict.glcTree - predict.glm - predict.interp.surface - predict.ipredknn - predict.lars - predict.lm - predict.mKrig - predict.nlrq - predict.psych - predict.qsreg - predict.qss1 - predict.qss2 - predict.rq - predict.rq.process - predict.rqs - predict.rqss - predict.segmented - predict.selm - predict.sreg - predict.surface - predict.surface.default - predict.train - predict.trls - predict2D.MclustDR - predictCoding - predictDerivative.Krig - predictSE - predictSE.Krig - predictSE.mKrig - predictSEUsingKrigA - predictSurface - predictSurface.Krig - predictSurface.default - predictSurface.fastTps - predictSurface.mKrig - predictSurfaceSE - predictSurfaceSE.default - predictSurvIndividual - predict_edges - prediction - prediction.strength - predictionFunction - predictions - predictive_error - predictive_interval - predictlvm - predictors - prednames - predplot - pref - preference.game - prefit - prefix_match - prefpls - prep - prepMultiAssay - prepanel.Dotplot - prepanel.Ecdf - prepanel.default.bwplot - prepanel.default.cloud - prepanel.default.densityplot - prepanel.default.histogram - prepanel.default.levelplot - prepanel.default.parallel - prepanel.default.qq - prepanel.default.qqmath - prepanel.default.splom - prepanel.default.xyplot - prepanel.ecdfplot - prepanel.horizonplot - prepanel.lmline - prepanel.loess - prepanel.mapplot - prepanel.qqmathline - prepanel.rootogram - prepanel.segplot - prepanel.spline - prepanel.tmd.default - prepanel.tmd.qqmath - prepanel.xYplot - prepare - prepare.ggdend - prepare.quantile.groups - prepareMOFA - prepend - prependContent - prependTab - preplot - prepper - preproc - preprocessCore - preprocessFunnorm - preprocessIllumina - preprocessIlluminaMethylation - preprocessMethod - preprocessNoob - preprocessQuantile - preprocessRaw - preprocessReads - preprocessSWAN - presidential - presidents - pressure - prettify - pretty - pretty.default - pretty10exp - prettyNum - pretty_breaks - pretty_bytes - pretty_dates - pretty_dt - pretty_ms - pretty_sec - prettydoc - prettyunits - previewRd - previewSql - priPac1.xenoRefGene.LENGTH - prim.minST - primal - primary_selection - primes - principal - princomp - print - print.AAbin - print.AovSum - print.AsIs - print.BasicObject - print.BootRefFreeEwasModel - print.CA - print.CaGalt - print.CapturedEvaluation - print.Class - print.CmdArgsFunction - print.DLLInfo - print.DLLInfoList - print.DLLRegisteredRoutines - print.DMS - print.DNAbin - print.Date - print.DiscrFact - print.Dlist - print.Exception - print.FAMD - print.GPA - print.GString - print.GenericSummary - print.HCPC - print.HMFA - print.Interface - print.KRmodcomp - print.Krig - print.MCA - print.MFA - print.Mclust - print.MclustBootstrap - print.MclustDA - print.MclustDR - print.MclustDRsubsel - print.NativeRoutineList - print.NullVerbose - print.Object - print.PBmodcomp - print.PCA - print.POSIXct - print.POSIXlt - print.RefFreeCellMix - print.RefFreeEwasModel - print.Verbose - print.alleleobject - print.anova.gam - print.anova.rq - print.bit - print.bitwhich - print.blcTree - print.by - print.catdes - print.char.matrix - print.clboot - print.clustCombi - print.clusterbenchstats - print.comprabclust - print.condition - print.connection - print.crq - print.ctlcurves - print.data.frame - print.dbscan - print.default - print.difftime - print.dmap - print.dynrq - print.dynrqs - print.eigen - print.factor - print.function - print.gam - print.glcTree - print.gmmhd - print.hc - print.hexmode - print.igraph - print.lars - print.libraryIQR - print.limdil - print.listof - print.mKrig - print.mKrigSummary - print.mclustBIC - print.mclustBootstrapLRT - print.mclustICL - print.mclustLoglik - print.mfpc - print.mvnpEM - print.nlrq - print.nnclean - print.noquote - print.npEM - print.numeric_version - print.octmode - print.packageInfo - print.permTestResults - print.phylo - print.physical - print.prab - print.prabclust - print.predstr - print.proc_time - print.psych - print.qsreg - print.restart - print.rfpc - print.ri - print.rle - print.rq - print.rqs - print.rqss - print.segmented - print.shapehead - print.simple.list - print.slm - print.snowTimingData - print.spam - print.spam.chol.NgPeyton - print.spatialDesign - print.spatialProcess - print.spatialProcessSummary - print.srcfile - print.srcref - print.sreg - print.summary.Krig - print.summary.Mclust - print.summary.MclustBootstrap - print.summary.MclustDA - print.summary.MclustDR - print.summary.clustCombi - print.summary.cquality - print.summary.crq - print.summary.crqs - print.summary.dynrq - print.summary.dynrqs - print.summary.gam - print.summary.gmmhd - print.summary.mclustICL - print.summary.mergenorm - print.summary.mfpc - print.summary.mvnpEM - print.summary.nlrq - print.summary.npEM - print.summary.prabtest - print.summary.rfpc - print.summary.rq - print.summary.rqs - print.summary.rqss - print.summary.segmented - print.summary.slm - print.summary.sreg - print.summary.table - print.summaryBootRefFreeEwasModel - print.summaryDefault - print.summaryPB - print.summarySpatialDesign - print.table - print.tclust - print.tkm - print.train - print.valstat - print.varwisetables - print.virtual - print.warnings - print.xtable - print.xtableFtable - print.xtableList - print.xtableMatharray - printAtomicVectorInAGrid - printCoefmat - printError - printFlush - printGCVWarnings - printGenes - printGraph - printHTML.trackInfo - printHTMLProtocol - printHead - printHypothesis - printJUnitProtocol - printSpMatrix - printSpMatrix2 - printStackTrace - printStackTrace.Exception - printStrToChar - printTable2 - printTextProtocol - printToChar - print_all - print_dims - print_help - print_if_interactive - print_labels - print_tagged_na - printcp - printer - printer_callback - printf - printf.NullVerbose - printf.Verbose - printf.default - printorder - printtipWeights - prior - priorControl - priorInfo - prior_summary - prmat - prmatrix - prn - prob.model - probFunction - probabilityAxis - probabilityToSnpMatrix - probability_trans - probe.450K.VCs.af - probe.features - probe.features.epic - probe450kfemanno - probeEPICfemanno - probeID2nuID - probeInfoALL.epic.lv - probeInfoALL.lv - probeNAs - probeNames - probeRangeMapper - probeSetSummary - probes - probes2MAP - probes2Path - probesByLL - probesToChrom - probeset - probit.lvm - probit_trans - problems - probplot - proc.time - process - process.events - processAmplicons - processSwathData - processXInclude - processingInstruction.SAX - processx - processx_conn_close - processx_conn_is_incomplete - processx_conn_read_chars - processx_conn_read_lines - processx_conn_write - procformula - procrustes - prod - prod.na - prodlim - produceGEOPlatformFile - produceGEOSampleInfoTemplate - produceGEOSubmissionFile - produceMethylationGEOSubmissionFile - product - prof - profile - profile.selm - profile2d - profileSites - progress - progressBar - progress_bar - progress_estimated - progress_none - progress_text - progress_time - progress_tk - progress_win - prohibitGeneric - proj - proj4string - proj_activate - proj_get - proj_path - proj_set - proj_sitrep - projectExtent - projectMix - projectRaster - projection - projectionplotvariables - projpar.MclustDR - promax - promise - promise_all - promise_map - promise_race - promise_reduce - promise_reject - promise_resolve - promises - promoter - promotergene - promoters - prompt - promptAndSave - promptAndSave.Settings - promptClass - promptData - promptImport - promptMethods - promptPackage - promptPackageSexpr - promptUsage - prop.clades - prop.correct - prop.part - prop.table - prop.test - prop.trend.test - propTrueNull - propbrk - propexpr - prose_index - protan - protanomaly_cvd - protectMetachar - protect_math - proteins - protocolData - prototype - provideDimnames - provider - providerVersion - proxy - prselect - prt.DEBUG - prune - prune.rpart - pruneMap - prune_common_subtrees.dendlist - prune_leaf - prweibull - ps - ps.do - ps.end - ps.latex - ps.options - ps_boot_time - ps_children - ps_cmdline - ps_connections - ps_cpu_count - ps_cpu_times - ps_create_time - ps_cwd - ps_environ - ps_environ_raw - ps_exe - ps_find_tree - ps_gids - ps_handle - ps_interrupt - ps_is_running - ps_is_supported - ps_kill - ps_kill_tree - ps_mark_tree - ps_memory_info - ps_name - ps_num_fds - ps_num_threads - ps_open_files - ps_os_type - ps_parent - ps_pid - ps_pids - ps_ppid - ps_resume - ps_send_signal - ps_status - ps_suspend - ps_terminal - ps_terminate - ps_uids - ps_username - ps_users - psc - pscore.test - psegments3d - psetdiff - pseudo_log_trans - pseudobma_weights - psi.bisquare - psi.hampel - psi.huber - psiFunc - psigamma - psignrank - psis - psis_n_eff_values - psislw - pskill - psms - psn - psnice - pspline - pst - pstamp - psubAxt - psummary - psurvreg - psva - psych - psych.misc - psychademic - pt - ptail - ptext3d - ptukey - pubDate - pubMedAbst - pubMedIds - pubmed - pull - pulpfiber - punch_card - punif - punion - puny_decode - puny_encode - purl - purrr - push - push.relabel.max.flow - push.viewport - pushBack - pushBackLength - pushBackupFile - pushBackupFile.default - pushHexport - pushState - pushState.Verbose - pushTemporaryFile - pushTemporaryFile.default - pushViewport - pushpin - put.data - putHcap - putHfig - putKey - putKeyEmpty - putPlot - pval.detect - pval.estimate.eta0 - pvalmat - pvals - pvalue - pvalueCutoff - pvalueFormatter - pvalue_format - pvalues - pvclust_edges - pvclust_show_signif - pvclust_show_signif_gradient - pvec - pvrect2 - pw561 - pwalk - pweibull - pwilcox - pwod - pyears - pyramid.plot - q - q2qnbinom - q2qpois - qDiptab - qFNCHypergeo - qWNCHypergeo - qa - qa2 - qbeta - qbinom - qbirthday - qc.probe.plot - qcData - qcReport - qcauchy - qcbvnonpar - qchisq - qcor0 - qcplot - qda - qday - qdensity - qdiscrete - qerror - qexp - qextreme - qf - qfrechet - qgamma - qgeom - qgev - qgpd - qgumbel - qhalfnorm - qhyper - qinvgauss - qkulczynski - qlibrary - qlnorm - qlogis - qmedist - qmvnorm - qmvt - qn - qnamePrefixEnd - qnameSuffixStart - qnarrow - qnbinom - qnorMix - qnorm - qnweibull - qp - qplot - qpois - qq - qq.gam - qq.plot - qqPlot - qqcomp - qqcompcens - qqf - qqline - qqmath - qqnorm - qqnorm.aov - qqp - qqplot - qqt - qr - qr.Q - qr.R - qr.X - qr.coef - qr.default - qr.fitted - qr.q2ty - qr.qty - qr.qy - qr.resid - qr.solve - qr.yq2 - qrR - qrequire - qres.binom - qres.default - qres.gamma - qres.invgauss - qres.nbinom - qres.pois - qres.tweedie - qresid - qresiduals - qrisk - qrweibull - qsc - qseq - qsignrank - qsn - qsreg - qsreg.fit - qsreg.psi - qsreg.psi.OLD - qsreg.rho - qsreg.rho.OLD - qsreg.trace - qss - qss1 - qss2 - qst - qsubRun - qsurvreg - qsva - qt - qtukey - quade.test - quadprog - quadrant - quakes - qual - qualPath - qualitative_hcl - quality - qualityControl - qualitySubstitutionMatrices - quant.trans - quantcut - quantile - quantile.Rle - quantile.na - quantile.zoo - quantileMclust - quantilePositions - quantreg - quantregLine - quantro - quantroPlot - quantroPvalPerm - quantroStat - quantroStatPerm - quarter - quarters - quarters.Date - quarters.POSIXt - quartz - quartz.options - quartz.save - quartzFont - quartzFonts - quasi - quasibinomial - quasipoisson - query - queryHits - queryLength - queryLoc2refLoc - queryLocs2refLocs - queryRCmdCheck - queryRanges - querySeqs - quick.map - quickBamCounts - quickBamFlagSummary - quickCluster - quickCountBam - quickPrint - quickSummary - quickView - quickdf - quickinstall - quickload - quickorder - quickplot - quicksort - quicksortorder - quietgg - quietly - quilt.plot - quinModel - quine - quit - qunif - quo - quo_name - quos - quote - qvalue - qvalue.cal - qweibull - qwidth - qwilcox - r - r.con - r.norMix - r.test - r2c - r2chi - r2d - r2dtable - r2t - r6pack - rBind - rDNAbin - rFLXM - rFNCHypergeo - rFace - rMFNCHypergeo - rMWNCHypergeo - rMultinom - rSymmModulated - rToAffy - rToSymbol - rTraitCont - rTraitDisc - rTraitMult - rTweedie - rWNCHypergeo - rWishart - r_background - r_bg - r_copycat - r_env_vars - r_internal - r_pal - r_ply - r_process - r_process_options - r_safe - r_session - r_session_options - r_texmf - r_vanilla - r_wait - ra_ref - rabinerJuangStepPattern - radar - radarImage - radbas - radbas.constant - radial.grid - radial.pie - radial.plot - radial.plot.labels - radialtext - radioButtons - radius - radixorder - radixsort - radixsortorder - raftery.diag - rainbow - rainbow_hcl - raintest - raise.dendrogram - raise_to_power - ramorder - ramsort - ramsortorder - randProj - rand_bytes - rand_id - rand_num - rand_seed - randcmatrix - randconf - randinvvar - random.effects - random.graph.game - randomEGraph - randomGraph - randomGraphLayout - randomNodeGraph - randomPairs - random_walk - randomclustersim - randomizeRegions - randomize_regions - randomizedBlock - randomizedBlockFit - randomly - randomslope - randpop.nb - randu - ranef - range - range.bit - range.bitwhich - range.default - range.ri - range01 - rangeComparisonCodeToLetter - rangeCorrection - rangeVal - ranger - ranges - rangeslider - rank - rankMM - rankMatrix - rankMembers - rankSeqlevels - rankSumTestWithCorrelation - rank_branches - rank_order.dendrogram - rank_values_with_clusters - ranking - rankinvariant - ranks - raply - rapply - raster - raster.from.asc - raster2uri - rasterFromCells - rasterFromXYZ - rasterGrob - rasterImage - rasterOptions - rasterTmpFile - rasterToContour - rasterToPoints - rasterToPolygons - rasterize - rat.diet - ratetable - ratetableDate - ratify - ratioConvert - rational - rats - rattr - raw - raw.means.plot - raw.means.plot2 - rawConnection - rawConnectionValue - rawShift - rawToBase64 - rawToBits - rawToChar - raw_block - raw_html - raw_latex - raw_output - raw_string - rawfd2dataf - razip - rbdtree - rbernoulli - rbeta - rbfdot - rbfox_genes - rbind - rbind.CompressedMatrix - rbind.DGEList - rbind.DNAbin - rbind.DataFrame - rbind.EList - rbind.EListRaw - rbind.MAList - rbind.RGList - rbind.SpatialLines - rbind.SpatialLinesDataFrame - rbind.SpatialMultiPoints - rbind.SpatialMultiPointsDataFrame - rbind.SpatialPixels - rbind.SpatialPixelsDataFrame - rbind.SpatialPoints - rbind.SpatialPointsDataFrame - rbind.SpatialPolygons - rbind.SpatialPolygonsDataFrame - rbind.data.frame - rbind.fill - rbind.fill.matrix - rbind.marrayInfo - rbind.matrix.csr - rbind.spam - rbind.zoo - rbind2 - rbind_all - rbind_list - rbind_pages - rbind_ts - rbindlist - rbinom - rbox - rbridge - rbvalog - rbvamix - rbvaneglog - rbvbilog - rbvct - rbvevd - rbvhr - rbvlog - rbvnegbilog - rbvneglog - rc.getOption - rc.options - rc.settings - rc.status - rcModelMedianPolish - rcModelPLM - rcModelPLMd - rcModelPLMr - rcModelPLMrc - rcModelPLMrr - rcModelWPLM - rcModelWPLMr - rcModelWPLMrc - rcModelWPLMrr - rcauchy - rchisq - rcmd - rcmd_bg - rcmd_build_tools - rcmd_copycat - rcmd_process - rcmd_process_options - rcmd_safe - rcmd_safe_env - rcmdcheck - rcmdcheck_process - rcoal - rcond - rcor0 - rcorr - rcorr.cens - rcorrcens - rcorrp.cens - rcpp - rcspline.eval - rcspline.plot - rcspline.restate - rcsplineFunction - rcss - rcur - rdaPath - rdirichlet - rdiscrete - rdist - rdist.earth - rdist.earth.vec - rdist.vec - rdo_text_restore - rdo_top_tags - rdply - rdunif - reLabelled - reShape - reStruct - re_match - reactive - reactiveFileReader - reactivePlot - reactivePoll - reactivePrint - reactiveTable - reactiveText - reactiveTimer - reactiveUI - reactiveVal - reactiveValues - reactiveValuesToList - reactlog - reactlogReset - reactlogShow - reactomeGS - reactomePathways - read - read.00Index - read.450k - read.450k.exp - read.450k.sheet - read.Agilent - read.AnnotatedDataFrame - read.DIF - read.ENVI - read.FASTA - read.Galfile - read.GenBank - read.GenePix - read.HB - read.MIAME - read.MM - read.S - read.SMD - read.Scythe - read.Spot - read.affybatch - read.agpMask - read.and.check - read.arff - read.asc - read.asc.gz - read.asciigrid - read.bib - read.bismark - read.bsmooth - read.caic - read.cb - read.cdffile.list - read.celfile - read.celfile.header - read.celfile.probeintensity.matrices - read.clipboard - read.clipboard.csv - read.clipboard.fwf - read.clipboard.lower - read.clipboard.tab - read.clipboard.upper - read.coda - read.coda.interactive - read.columns - read.csv - read.csv.zoo - read.csv2 - read.csv2.zoo - read.dbf - read.dcf - read.degradation.matrix - read.delim - read.delim.zoo - read.delim2 - read.delim2.zoo - read.dna - read.dta - read.epiinfo - read.evonet - read.fastq - read.file - read.file.csv - read.fname - read.fortran - read.ftable - read.fwf - read.gapMask - read.gff - read.gif - read.graph - read.https - read.idat - read.ilmn - read.ilmn.targets - read.imagene - read.ini - read.jags - read.liftMask - read.maimages - read.marrayInfo - read.marrayLayout - read.marrayRaw - read.matrix.csr - read.matrix.hb - read.metharray - read.metharray.exp - read.metharray.sheet - read.mtp - read.nexus - read.nexus.data - read.octave - read.openbugs - read.org.table - read.probematrix - read.rmMask - read.rmMask.GRanges - read.rmskFasta - read.socket - read.spss - read.ssd - read.systat - read.table - read.table.zoo - read.tree - read.trfMask - read.umtab - read.umtab2 - read.xls - read.xlsx - read.xport - read.xportDataload - read.yaml_section - read.zoo - read10X - read10XResults - read10xResults - read454 - readAAMultipleAlignment - readAAStringSet - readAligned - readAll - readAncora - readAncoraIntoSQLite - readAsciiGrid - readAxt - readBGX - readBPM - readBStringSet - readBaseQuality - readBeadSummaryData - readBed - readBfaToc - readBin - readBinFragments - readBinFragments.default - readByte - readByte.Java - readCNERangesFromSQLite - readChar - readCitationFile - readComp - readCompressedData - readCount - readDGE - readDNAMultipleAlignment - readDNAStringSet - readData - readEPIC - readExpressionSet - readFasta - readFastaQual - readFastq - readGAL - readGAlignmentPairs - readGAlignments - readGAlignmentsList - readGEOAnn - readGEORawFile - readGFF - readGFFAsGRanges - readGFFPragmas - readGPRHeader - readGPS - readGT - readGappedReads - readGenericHeader - readGeno - readHB - readHTMLList - readHTMLTable - readIDAT - readIDNAcc - readIdatFiles - readIllumina - readImaGeneHeader - readIndex - readInfo - readIniFile - readInt - readInt.Java - readIntensities - readIntensityInfo - readKallisto - readKallistoBootstrap - readKallistoResults - readKallistoResultsOneSample - readKeyValueDB - readLines - readLocsFile - readMM - readMappings - readMetadataFromCsv - readMotifs - readNEWS - readPNG - readParam - readPath - readPeakFile - readPicture - readPileup - readPrb - readPreference - readQseq - readQual - readRDS - readRGB - readRNAMultipleAlignment - readRNAStringSet - readRdHelp - readRdHelp.default - readRenviron - readSAScsv - readSMDHeader - readSTARJunctions - readSalmonResults - readSalmonResultsOneSample - readSampleSheet - readShapeLines - readShapePoints - readShapePoly - readShapeSpatial - readShort - readShort.Java - readSolrDoc - readSplus - readSpotTypes - readStart - readStop - readTCGA - readTIFF - readTable - readTable.default - readTableIndex - readTableIndex.default - readTargets - readTopHatJunctions - readTxResults - readUTF - readUTF.Java - readUrl - readVcf - readVcfAsVRanges - readWindowsShellLink - readWindowsShellLink.default - readWindowsShortcut - readWindowsShortcut.default - readWorkbook - readXStringColumns - read_abatch - read_abatch_stddev - read_annotations - read_bytes - read_cert - read_cert_bundle - read_chunk - read_clip - read_clip_tbl - read_csv - read_csv2 - read_csv2_chunked - read_csv_chunked - read_delim - read_delim_chunked - read_demo - read_dta - read_ed25519_key - read_ed25519_pubkey - read_excel - read_file - read_file_raw - read_fwf - read_graph - read_html - read_json - read_key - read_lines - read_lines_bytes - read_lines_chunked - read_lines_raw - read_lines_raw_chunked - read_log - read_p12 - read_p7b - read_pem - read_por - read_pubkey - read_rds - read_rdump - read_regions - read_rforge - read_sas - read_sav - read_spss - read_stan_csv - read_stata - read_stm_CLUTO - read_stm_MC - read_table - read_table2 - read_tsv - read_tsv_chunked - read_users - read_utf8 - read_x25519_key - read_x25519_pubkey - read_xls - read_xlsx - read_xml - read_xpt - read_yaml - reader - readhex - readline - readr - readr_example - readxl - readxl_example - readxl_progress - realize - rearrange - reassignInPackage - reassignInPackage.default - rebib - recalc - recall - recast - recenter - rechunkByMargins - recipe - recipes - recipes_pkg_check - reciprocal_trans - reciprocity - reclass_date - reclass_timespan - reclassify - recode - recode_factor - recomputePermTest - reconcilePropertiesAndPrototype - reconst - reconstruct - reconstruction_error - reconstruction_rmse - recordGraphics - recordPlot - recordStatus - recover - rect - rect.dendrogram - rect.hclust - rect2polar - rectFill - rectGrob - rectangle.window - rectify - recurse - recvData - recvData.MPInode - recvData.NWSnode - recvData.SOCKnode - recvOneData - recvOneData.MPIcluster - recvOneData.NWScluster - recvOneData.SOCKcluster - recvOneResult - recvResult - recycleArg - recycleCharacterArg - recycleIntegerArg - recycleLogicalArg - recycleNumericArg - red - redChannelTransform - redblue - redgreen - redist - reduce - reduce.nn - reduce2 - reduce2Degreek - reduce2_right - reduceResults - reduceResultsDataFrame - reduceResultsDataTable - reduceResultsList - reduceResultsMatrix - reduceResultsVector - reduce_right - reduce_simple_sparse_array - reducedDim - reducedDimNames - reducedDims - redun - ref - refDepth - refGenes - refdim - reference - referenceGenome - referenceQuantiles - referenceSequence - references - refit - refit_optim - reflect - reflog - reform - reformM - reformulate - reg.finalizer - regLine - regband - regcr - regem - regex - regexec - regexpr - regfetch - regfix - regionCounts - regionFinder - regioneR - register - registerCoresPWMEnrich - registerDoMC - registerDoParallel - registerDoRNG - registerDoSEQ - registerDoSNOW - registerImplicitGenerics - registerInputHandler - registerPlugin - registerS3method - registerS3methods - registered - registeredRenderers - registry - regmatches - regmix - regmix.init - regmix.lambda.init - regmix.mixed.init - regmixEM - regmixEM.lambda - regmixEM.loc - regmixEM.mixed - regmixMH - regmixmodel.sel - regpop.sar - regression - regroup - regsubsets - regtest.bit - regular_minor_breaks - regularization_term - reindex - reindex_clusters - reindex_dend - reinstall_tinytex - rejected_hypotheses - rejectionRate - rejection_plot - rejections - rel - relabel - relativeRanges - relative_eff - relative_to - release - releaseDate - releaseName - release_checks - relevel - relist - relistToClass - reload - reloadData - remapHits - rematch - rematchDefinition - remission - remlscore - remlscoregamma - remote - remote_add - remote_ls - remote_remove - remote_rename - remote_set_url - remote_url - remotes - remove - remove.args - remove.duplicates - remove.edge.attribute - remove.graph.attribute - remove.packages - remove.vars - remove.vertex.attribute - removeAttributes - removeBatchEffect - removeBeadData - removeCache - removeCellMerge - removeChildren - removeClass - removeColWidths - removeComment - removeCssClass - removeDirectory - removeDirectory.default - removeEdge - removeEdgesByWeight - removeExt - removeFilter - removeGeneric - removeGrob - removeInputHandler - removeMethod - removeMethods - removeMethodsObject - removeModal - removeNode - removeNodes - removeNotification - removeRegistry - removeRegistryPackages - removeRegistrySourceDirs - removeRegistrySourceFiles - removeResults - removeRowHeights - removeSelfLoops - removeSource - removeTab - removeTable - removeTaskCallback - removeTheme - removeTmpFiles - removeUI - removeWorksheet - removeXMLNamespaces - remove_branches_edgePar - remove_hooks - remove_leaves_nodePar - remove_missing - remove_nodes_nodePar - remove_role - remove_rownames - remove_typedarray_polyfill - removedEdges - rename - rename.vars - renameFile - renameFile.default - renameSeqlevels - renameWorksheet - rename_ - rename_all - rename_at - rename_if - rename_vars - rename_vars_ - render - renderCachedPlot - renderDT - renderDataTable - renderDependencies - renderDocument - renderDropdownMenu - renderGraph - renderHtmlTableWidget - renderImage - renderInfoBox - renderMarkdown - renderMenu - renderPlot - renderPlotly - renderPrint - renderTable - renderTags - renderText - renderUI - renderValueBox - render_asciidoc - render_axes - render_delayed - render_html - render_jekyll - render_latex - render_listings - render_markdown - render_notes - render_rst - render_site - render_strips - render_supporting_files - render_sweave - render_textile - rendererExists - rendererOutputType - renew - renewable - renumerate - reorder - reorder.evonet - reorder.factor - reorder.multiPhylo - reorder.phylo - reorderGrob - reorderRcpp - reorder_columns - rep - rep.Date - rep.POSIXct - rep.POSIXlt - rep.factor - rep.int - rep.numeric_version - rep2abI - repChar - rep_along - rep_len - repair_names - repeat.time - repeatable - repfromto - replace - replace.substring.wild - replaceAt - replaceData - replaceLetterAt - replaceNodes - replaceOutliers - replaceOutliersWithTrimmedMean - replaceROWS - replaceStyle - replace_na - replay - replayPlot - replicate - replicate.matrix - replicates - replications - repnormmix.init - repnormmixEM - repnormmixmodel.sel - report - report_html - reporter - repository - repository_head - representation - reprompt - req - require - require.quiet - requireMethods - requireNamespace - requirePackage - requirePackages - requireRUnit - rerequest - rerun - res - res_mn - resample - resample.default - resampleHist - resampleRegions - resampleSummary - resampleWrapper - resamples - resaveRdaFiles - rescale - rescale01 - rescale11 - rescale_max - rescale_mid - rescale_none - rescale_pal - reset - reset.ProgressBar - reset.SmartComments - reset.VComments - reset.options - resetClass - resetFilter - resetGeneric - resetJobs - resetOptions - resetOptions.character - resetOptions.default - resetPar - resetWarnings - resetWarnings.default - reset_config - resettest - reshape - reshape2 - resid - resid.Krig - resid.psych - resid.rqss - residop - residplot - residualPlot - residualPlots - residuals - residuals.MArrayLM - residuals.gam - residuals.glm - residuals.lm - residuals.monoreg - residuals.mselm - residuals.nlrq - residuals.psych - residuals.selm - residuals.slm - resize - resizePanels - resolution - resolve - resolveDependencies - resolveHJust - resolveRasterSize - resolveVJust - resolve_output_format - resolved - resort_base - resource - respnames - response.frequencies - responseSummary - restartDescription - restartFormals - restartSession - restimate - restore - restoreInput - restorePreserveChunks - restoreSeqlevels - restore_raw_output - restrict - restrictToSNV - restrictionMatrix2model - restrictionMatrix2model.lm - restrictionMatrix2model.mer - restrictionMatrix2model.merMod - result - results - resultsNames - retinopathy - retracemem - return - returnCluster - returnFilterColumns - returnRPKM - returnValue - reuters - rev - rev.Rle - rev.default - rev.rlepack - rev.zoo - revElements - rev_check - revalue - revaxis - revdep - revdep_check - revdep_check_print_problems - revdep_check_reset - revdep_check_resume - revdep_check_save_summary - revdep_email - revdep_maintainers - revdiag - reverse - reverse.code - reverseArch - reverseCigar - reverseComplement - reverseEdgeDirections - reverseSplit - reverse_trans - reversed - revmap - revoke_all - revparse_single - reweightPred - rewire - rexp - rexpmix - rextreme - rf - rfFuncs - rfGA - rfSA - rfSBF - rfStats - rfe - rfeControl - rfeIter - rflexmix - rfpi - rfrechet - rfs - rgamma - rgb - rgb2hsv - rgb2mnsl - rgb_gsea - rgb_material - rgeom - rgeosStatus - rgev - rglist - rglplot - rgpd - rgumbel - rhDNase - rhalfnorm - rhdf5 - rheMac2.ensGene.LENGTH - rheMac2.geneSymbol.LENGTH - rheMac2.geneid.LENGTH - rheMac2.nscanGene.LENGTH - rheMac2.refGene.LENGTH - rheMac2.sgpGene.LENGTH - rheMac2.xenoRefGene.LENGTH - rho - rhyper - ri - ribbon.plot - rice - rich.colors - richness.yule.test - rid - ridge - ridgeline - ridgeline.diagnosis - ridgeplot - rig - right - right_join - rigid - ring - rinvgamma - rinvgauss - rio - ripemd160 - riskcomp - rivers - riwish - rjd - rjd.fortran - rjson - rl - rlatin - rle - rlegend - rlegendg - rleid - rleidv - rlepack - rlepack.integer - rleunpack - rleunpack.rlepack - rlineage - rlm - rlnorm - rlog - rlogTransformation - rlogis - rlply - rm - rm.boot - rm.na - rmSNPandCH - rmSymmModulated - rm_file - rma - rma.background.correct - rmarkdown - rmarkdown_format - rmnorm - rms.curv - rms.wavefront - rmsc - rmse - rmsle - rmsn - rmssd - rmst - rmt - rmtree - rmultinom - rmultinomial - rmultz2 - rmvalog - rmvar - rmvevd - rmvlog - rmvn - rmvn0 - rmvnorm - rmvnorm.canonical - rmvnorm.canonical.const - rmvnorm.const - rmvnorm.prec - rmvnorm.prec.const - rmvnorm.spam - rmvnormmix - rmvt - rn3.ensGene.LENGTH - rn3.geneSymbol.LENGTH - rn3.geneid.LENGTH - rn3.genscan.LENGTH - rn3.knownGene.LENGTH - rn3.nscanGene.LENGTH - rn3.refGene.LENGTH - rn3.sgpGene.LENGTH - rn3.xenoRefGene.LENGTH - rn4.ensGene.LENGTH - rn4.geneSymbol.LENGTH - rn4.geneid.LENGTH - rn4.genscan.LENGTH - rn4.knownGene.LENGTH - rn4.nscanGene.LENGTH - rn4.refGene.LENGTH - rn4.sgpGene.LENGTH - rn4.xenoRefGene.LENGTH - rname - rnbinom - rnegbin - rng.equal - rng1.equal - rngtools - rnoncenhypergeom - rnorMix - rnorm - rnormmix - rnw - rnwChildren - rnwCompiler - rnwDriver - rnwIncludes - rnwWrapper - rnweibull - road - roast - roast.DGEList - roast.default - robMD - robustQuantileNorm_Illumina450K - robustQuantileNorm_Illumina450K.probeCategories - robustbase - rocco - rocdemo.sca - rock - roll_max - roll_maxl - roll_maxr - roll_mean - roll_meanl - roll_meanr - roll_median - roll_medianl - roll_medianr - roll_min - roll_minl - roll_minr - roll_prod - roll_prodl - roll_prodr - roll_sd - roll_sdl - roll_sdr - roll_sum - roll_suml - roll_sumr - roll_var - roll_varl - roll_varr - rollapply - rollapplyr - rollback - rollmax - rollmax.default - rollmaxr - rollmean - rollmean.default - rollmeanr - rollmedian - rollmedian.default - rollmedianr - rollsum - rollsum.default - rollsumr - rollup - roman2int - romer - romer.DGEList - romer.default - root - root.multiPhylo - root.phylo - root_criterion - rootogram - roots - rorder - rosenthal - rot2 - rot2D - rot3D - rotate - rotate.sp - rotate.venn.degrees - rotate2 - rotateConstr - rotate_DendSer - rotate_x_text - rotate_y_text - rotated - rotifer - rotn - round - round.Date - round.POSIXt - roundN - roundPOSIXt - round_any - round_date - round_hms - roundfixS - roundrectGrob - row - row.dist - row.match - row.names - row.names.data.frame - row.names.default - rowAlls - rowAnyMissings - rowAnyNAs - rowAnys - rowAvgsPerColSet - rowColFromCell - rowCollapse - rowCounts - rowCummaxs - rowCummins - rowCumprods - rowCumsums - rowData - rowDiffs - rowFromCell - rowFromY - rowFtests - rowIQRDiffs - rowIQRs - rowLapply - rowLogSumExps - rowMadDiffs - rowMads - rowMax - rowMaxs - rowMeans - rowMeans.dist - rowMeans.spam - rowMeans2 - rowMedians - rowMin - rowMins - rowOrderStats - rowProds - rowQ - rowQuantiles - rowRanges - rowRanks - rowRanksWilc - rowSapply - rowSdDiffs - rowSds - rowSplit - rowSums - rowSums.dist - rowSums.spam - rowSums2 - rowTabulates - rowVarDiffs - rowVars - rowWeightedMads - rowWeightedMeans - rowWeightedMedians - rowWeightedSds - rowWeightedVars - rowWilcoxon - row_means - row_norms - row_number - row_sums - rowapply_simple_triplet_matrix - rowid - rowid_to_column - rowids - rowidv - rowmask - rownames - rownames_style - rownames_to_column - rowpAUCs - rowsum - rowsum.DGEList - rowsum.data.frame - rowsum.default - rowttests - rowwise - rpart - rpart.control - rpart.exp - rpca - rphylo - rpkm - rpkm.DGEList - rpkm.default - rpkmByGroup - rpkmByGroup.DGEList - rpkmByGroup.default - rplcon - rpldis - rpois - rpretty - rprojroot - rpubsUpload - rq - rq.fit - rq.fit.br - rq.fit.fnb - rq.fit.fnc - rq.fit.hogg - rq.fit.lasso - rq.fit.pfn - rq.fit.scad - rq.fit.sfn - rq.fit.sfnc - rq.test.anowar - rq.test.rank - rq.wfit - rqProcess - rqb - rqs.fit - rqss - rqss.fit - rrange - rrcov - rrcov.control - rremove - rrpca - rrweibull - rsa_decrypt - rsa_encrypt - rsa_keygen - rsc - rscript - rscript_process - rscript_process_options - rsignrank - rsn - rsnps - rsnpsCache - rsparsematrix - rsq - rsq.rpart - rsqliteVersion - rst - rst2pdf - rstan - rstan.package.skeleton - rstan_gg_options - rstan_ggtheme_options - rstan_options - rstan_package_skeleton - rstandard - rstantools - rstudent - rstudio_type - rstudioapi - rsurv - rsurvreg - rsvd - rt - rtPCR - rtags - rtf_document - rtime - rtools_path - rtracklayer - rtree - rtt - rug - ruginv - rule - ruler - ruler.NullVerbose - ruler.Verbose - rulesFinCenter - run - runApp - runCommandline - runDiff - runDiffusionMap - runEnrichmentAnalysis - runEnsDbApp - runExample - runGadget - runGist - runGitHub - runKallisto - runLength - runMOFA - runMPIslave - runNames - runPCA - runPostponedAction - runSalmon - runServer - runTSNE - runTest - runTestFile - runTestSuite - runUrl - runValue - run_DESeq2 - run_edgeR - run_example - run_examples - run_now - runcodeServer - runcodeUI - runif - runjs - runmad - runmax - runmean - runmed - runmedByCluster - runmin - running - running.mean - running_mean - runq - runquantile - runsd - runsum - runwtsum - ruspini - ruv - ruv_cancorplot - ruv_ecdf - ruv_hist - ruv_projectionplot - ruv_rankplot - ruv_residuals - ruv_rle - ruv_scree - ruv_shiny - ruv_summary - ruv_svdgridplot - ruv_svdplot - ruv_varianceplot - ruv_volcano - rv - rvcheck - rvm - rweibull - rweibullmix - rwiener - rwilcox - rwish - rygbp - s - s3_register - sHalton - sKey - sPCAgrid - sQuote - sRGB - sVariable - s_IQR - s_Qn - s_Sn - s_mad - sacCer1.ensGene.LENGTH - sacCer2.ensGene.LENGTH - saddle - saddle.distn - sadmvn - sadmvt - safeError - safeExplode - safe_median - safely - safs - safsControl - safs_initial - safs_perturb - safs_prob - sage.test - sagmbAssess - sagmbSimulateData - sai - sai.dictionary - sakoeChibaWindow - salinity - salmon - salmonellaTA98 - sam - sam.plot2 - sam2excel - sam2html - samControl - same.component - same_path - same_src - sammon - sample - sample.ExpressionSet - sample.MultiSet - sample.dendrogram - sample.int - sample.split - sampleInt - sampleLabels - sampleMap - sampleNAs - sampleNames - sampleRandom - sampleRegular - sampleStratified - sample_ - sample_asym_pref - sample_bipartite - sample_cit_cit_types - sample_cit_types - sample_correlated_gnp - sample_correlated_gnp_pair - sample_degseq - sample_dirichlet - sample_dot_product - sample_fitness - sample_fitness_pl - sample_forestfire - sample_frac - sample_gnm - sample_gnp - sample_grg - sample_growing - sample_hierarchical_sbm - sample_hrg - sample_islands - sample_k_regular - sample_last_cit - sample_motifs - sample_n - sample_pa - sample_pa_age - sample_pref - sample_sbm - sample_seq - sample_smallworld - sample_sphere_surface - sample_sphere_volume - sample_traits - sample_traits_callaway - samples - samplesize.bin - sampling - sandbag - sanitize - sanitize.final - sanitize.numbers - sanitizePath - sans_ext - sapply - sas.codes - sas.get - sas.get.macro - sasdsLabels - sask - sasxport.get - sat.act - saturate - save - save.Object - save.default - save.image - save2 - saveAnywhere - saveAnywhere.Settings - saveAsOnDiskLongTable_old - saveCNEToSQLite - saveDb - saveHDF5SummarizedExperiment - saveObject - saveObject.default - savePlot - savePlotAsImage - saveRDS - saveRowidsForOnDiskLongTable_old - saveWidget - saveWorkbook - saveXML - saveXStringSet - save_html - save_plot - saveeps - savehistory - savepdf - savepng - savetiff - sbf - sbfControl - sbfIter - sbm - sbm.game - sbplx - sbrier - sc3 - sc3_calc_biology - sc3_calc_consens - sc3_calc_dists - sc3_calc_transfs - sc3_estimate_k - sc3_export_results_xls - sc3_interactive - sc3_kmeans - sc3_plot_cluster_stability - sc3_plot_consensus - sc3_plot_de_genes - sc3_plot_expression - sc3_plot_markers - sc3_plot_silhouette - sc3_prepare - sc3_run_svm - scBio - scMT_data - sc_example_cell_info - sc_example_counts - scaffoldWidget - scale - scale.default - scale.na - scaleControlFilter - scaleNodeColor - scaleOffset - scaleOffset.DGEList - scaleOffset.default - scaleRanges - scaleTau2 - scale_alpha - scale_alpha_continuous - scale_alpha_cyclical - scale_alpha_date - scale_alpha_datetime - scale_alpha_discrete - scale_alpha_identity - scale_alpha_manual - scale_alpha_ordinal - scale_color_aaas - scale_color_brewer - scale_color_continuous - scale_color_continuous_diverging - scale_color_continuous_divergingx - scale_color_continuous_qualitative - scale_color_continuous_sequential - scale_color_cyclical - scale_color_d3 - scale_color_discrete - scale_color_discrete_diverging - scale_color_discrete_divergingx - scale_color_discrete_qualitative - scale_color_discrete_sequential - scale_color_distiller - scale_color_futurama - scale_color_gradient - scale_color_gradient2 - scale_color_gradientn - scale_color_grey - scale_color_gsea - scale_color_hue - scale_color_identity - scale_color_igv - scale_color_jama - scale_color_jco - scale_color_lancet - scale_color_locuszoom - scale_color_manual - scale_color_material - scale_color_nejm - scale_color_npg - scale_color_rickandmorty - scale_color_selection - scale_color_simpsons - scale_color_startrek - scale_color_tron - scale_color_uchicago - scale_color_ucscgb - scale_color_viridis - scale_color_viridis_c - scale_color_viridis_d - scale_colour_aaas - scale_colour_brewer - scale_colour_continuous - scale_colour_continuous_diverging - scale_colour_continuous_divergingx - scale_colour_continuous_qualitative - scale_colour_continuous_sequential - scale_colour_cyclical - scale_colour_d3 - scale_colour_date - scale_colour_datetime - scale_colour_discrete - scale_colour_discrete_diverging - scale_colour_discrete_divergingx - scale_colour_discrete_qualitative - scale_colour_discrete_sequential - scale_colour_distiller - scale_colour_futurama - scale_colour_gradient - scale_colour_gradient2 - scale_colour_gradientn - scale_colour_grey - scale_colour_gsea - scale_colour_hue - scale_colour_identity - scale_colour_igv - scale_colour_jama - scale_colour_jco - scale_colour_lancet - scale_colour_locuszoom - scale_colour_manual - scale_colour_material - scale_colour_nejm - scale_colour_npg - scale_colour_ordinal - scale_colour_rickandmorty - scale_colour_simpsons - scale_colour_startrek - scale_colour_tron - scale_colour_uchicago - scale_colour_ucscgb - scale_colour_viridis - scale_colour_viridis_c - scale_colour_viridis_d - scale_continuous_identity - scale_discrete_identity - scale_discrete_manual - scale_fill_aaas - scale_fill_brewer - scale_fill_continuous - scale_fill_continuous_diverging - scale_fill_continuous_divergingx - scale_fill_continuous_qualitative - scale_fill_continuous_sequential - scale_fill_cyclical - scale_fill_d3 - scale_fill_date - scale_fill_datetime - scale_fill_discrete - scale_fill_discrete_diverging - scale_fill_discrete_divergingx - scale_fill_discrete_qualitative - scale_fill_discrete_sequential - scale_fill_distiller - scale_fill_futurama - scale_fill_gradient - scale_fill_gradient2 - scale_fill_gradientn - scale_fill_grey - scale_fill_gsea - scale_fill_hue - scale_fill_identity - scale_fill_igv - scale_fill_jama - scale_fill_jco - scale_fill_lancet - scale_fill_locuszoom - scale_fill_manual - scale_fill_material - scale_fill_nejm - scale_fill_npg - scale_fill_ordinal - scale_fill_rickandmorty - scale_fill_selection - scale_fill_simpsons - scale_fill_startrek - scale_fill_tron - scale_fill_uchicago - scale_fill_ucscgb - scale_fill_viridis - scale_fill_viridis_c - scale_fill_viridis_d - scale_linetype - scale_linetype_continuous - scale_linetype_cyclical - scale_linetype_discrete - scale_linetype_identity - scale_linetype_manual - scale_point_color_continuous - scale_point_color_discrete - scale_point_color_gradient - scale_point_color_hue - scale_point_colour_continuous - scale_point_colour_discrete - scale_point_colour_gradient - scale_point_colour_hue - scale_point_fill_continuous - scale_point_fill_discrete - scale_point_fill_gradient - scale_point_fill_hue - scale_point_shape - scale_point_shape_discrete - scale_point_size_continuous - scale_radius - scale_shape - scale_shape_continuous - scale_shape_discrete - scale_shape_identity - scale_shape_manual - scale_shape_ordinal - scale_size - scale_size_area - scale_size_continuous - scale_size_cyclical - scale_size_date - scale_size_datetime - scale_size_discrete - scale_size_identity - scale_size_manual - scale_size_ordinal - scale_type - scale_vline_color_continuous - scale_vline_color_discrete - scale_vline_color_gradient - scale_vline_color_hue - scale_vline_colour_continuous - scale_vline_colour_discrete - scale_vline_colour_gradient - scale_vline_colour_hue - scale_vline_linetype - scale_vline_linetype_discrete - scale_vline_size_continuous - scale_x_continuous - scale_x_date - scale_x_datetime - scale_x_discrete - scale_x_log10 - scale_x_reverse - scale_x_sqrt - scale_x_time - scale_x_yearmon - scale_x_yearqtr - scale_y_continuous - scale_y_date - scale_y_datetime - scale_y_discrete - scale_y_log10 - scale_y_reverse - scale_y_sqrt - scale_y_time - scale_y_yearmon - scale_y_yearqtr - scalebar - scaledAverage - scales - scaling - scaling.fits - scalingFactorTransformation - scan - scanBam - scanBamFlag - scanBamHeader - scanBamWhat - scanBcf - scanBcfHeader - scanFa - scanFaIndex - scanPath - scanTabix - scanVcf - scanVcfHeader - scanWithPWM - scan_stat - scans - scat - scat1d - scater - scater_gui - scatmat - scatter.hist - scatter.smooth - scatter3d - scatterHist - scatter_plot - scatterplot - scatterplot3d - scatterplotMatrix - scb - scg - scgGrouping - scgNormEps - scgSemiProjectors - scg_eps - scg_group - scg_semi_proj - scheffe - schema - schemaValidationErrorHandler - scheme - schiz_genes - schmid - schweder - scientific - scientific_format - scoped_vars - score - score.alpha - score.binary - score.irt - score.irt.2 - score.irt.poly - score.items - score.multiple.choice - scoreFast - scoreIrt - scoreIrt.1pl - scoreIrt.2pl - scoreItems - scoreOrder - scoreOverlap - scorePlot - scoreShift - scoreVeryFast - scoreplot - scores - scoresInTerm - scoringMatrix - scp - scran - scree - screen - screeplot - scrub - sctransform - sd - sd.default - sd.maxT - sd.minP - sd2theta - sdDiff - sdiag - se.contrast - se.exprs - seD - seabi - seabird - seal - sealClass - sealevel - sealevel2 - seals - search - searchZeros - searchpaths - seats - sec_axis - second - seconds - seconds_to_period - sectionNames - sedit - seeFastq - seeFastqPlot - see_if - seed - seek - seek.connection - seekViewport - seemsS4Object - seg.Ar.fit - seg.Ar.fit.boot - seg.control - seg.def.fit - seg.def.fit.boot - seg.glm.fit - seg.glm.fit.boot - seg.lm.fit - seg.lm.fit.boot - seg.sites - segment - segmentation - segmentationData - segmented - segmented.Arima - segmented.default - segmented.glm - segmented.lm - segments - segments.p - segments.summary - segmentsGrob - segplot - segregmix.init - segregmixEM - seizure - sel2char - select - select.list - select.spatial - selectCells - selectChannels - selectColumns - selectDirectory - selectEncodingWithCompatibleStrand - selectFile - selectFromKeys - selectHits - selectInput - selectMethod - selectModel - selectNcomp - selectNearest - selectPage - selectRows - selectSome - selectSuperClasses - select_ - select_all - select_at - select_if - select_var - select_vars - select_vars_ - selection_factor - selectizeInput - selectorPlot - selfStart - selfmatch - selfmatchIntegerPairs - selfmatchIntegerQuads - selm - selm.fit - sem.diagram - sem.graph - semat - semdata - semester - semi_join - sendCall - sendData - sendData.MPInode - sendData.NWSnode - sendData.SOCKnode - sendToConsole - sendmail - sendmailOptions - sendmailR - sendmail_options - sens - sensitivity - senso - sentences - sep.bvdata - sepUnitsTrans - separate - separate_ - separate_rows - separate_rows_ - separates - seq - seq.Date - seq.POSIXt - seq.default - seq.int - seq2gene - seq2id - seqData - seqLogo - seqLogoGrid - seqToHumanReadable - seqToHumanReadable.default - seqToIntervals - seqToIntervals.default - seqXtend - seq_along - seq_col - seq_gradient_pal - seq_len - seq_mnsl - seq_root2tip - seq_row - seqinfo - seqinfo.hg19 - seqlengths - seqlevels - seqlevels0 - seqlevelsInGroup - seqlevelsInUse - seqlevelsStyle - seqnames - seqnamesTabix - seqtype - sequence - sequence.lvm - sequenceLayer - sequenceReport - sequential - sequential.vertex.coloring - sequential_hcl - sequential_pal - serialize - serializeDataPkgEnvs - serializeEnv - serializeJSON - seriate_dendrogram - serotonin - serotonin2 - serverInfo - service - sessionDetails - sessionInfo - sessionInfoX - session_info - sessioninfo - set - set.cor - set.edge.attribute - set.graph.attribute - set.panel - set.seed - set.vertex.attribute - set2key - set2keyv - setAnnotation - setAnnotationHubOption - setAs - setAttribute - setBiocMirror - setBitIndicators - setBookmarkExclude - setBreakpoint - setBufLen - setCMethod - setCRANMirror - setChildren - setClass - setClassUnion - setClasses - setColNames - setColWidths - setColors - setCompilerOptions - setConfig - setConstructorS3 - setConstructorS3.default - setCor - setCor.diagram - setCursorPosition - setDF - setDT - setDTthreads - setDataPart - setDefaultCluster - setDefaultClusterOptions - setDefaultLevel - setDefaultLevel.Verbose - setDoPar - setDoSeq - setDocumentContents - setEPS - setESetArgs - setExtent - setFooter - setGeneric - setGenericImplicit - setGenericS3 - setGraphicsEventEnv - setGraphicsEventHandlers - setGrob - setGroupGeneric - setHDF5DumpCompressionLevel - setHDF5DumpDir - setHDF5DumpFile - setHDF5DumpName - setHeader - setHeaderFooter - setHook - setIdentifier - setInpBimapFilter - setIs - setJobFunction - setJobNames - setLabel - setLabel.TextStatusBar - setLabels - setLabels.TextStatusBar - setListElement - setLoadAction - setLoadActions - setMPIcluster - setManPath - setManPath.Rdoc - setMaxValue - setMaxValue.ProgressBar - setMethod - setMethodS3 - setMethods - setMinMax - setName - setNameFormat - setNameFormat.Rdoc - setNames - setNamespaceInfo - setNumericRounding - setOldClass - setOption - setOption.Options - setOption.default - setPS - setPackageExtra - setPackageExtraHandler - setPackageName - setPackageRegistry - setPackageRegistryEntry - setPar - setParNro - setPersistentValue - setPrimitiveMethods - setProgress - setProgress.ProgressBar - setRNG - setRcppClass - setReadable - setRealizationBackend - setRefClass - setRegistryPackages - setReplaceMethod - setRepositories - setRepository - setRmetricsOptions - setRowHeights - setRowNames - setSelectionRanges - setSerializer - setSessionTimeLimit - setStepLength - setStepLength.ProgressBar - setTCPNoDelay - setThreshold - setThreshold.Verbose - setTicks - setTicks.ProgressBar - setTimeLimit - setTimerProgressBar - setTimestampFormat - setTimestampFormat.Verbose - setTkProgressBar - setTrackStyleParam - setTrackViewerStyleParam - setTrackXscaleParam - setTrackYaxisParam - setTrellis - setTxtProgressBar - setValidity - setValidity2 - setValue - setValue.ProgressBar - setValues - setVersion - setWeights - setWidgetIdSeed - setXMLNamespace - setZ - set_Polypath - set_PolypathRule - set_Rdpack_bibstyle - set_ReplCRS_warn - set_alias - set_auth - set_callback - set_col_regions - set_colnames - set_config - set_config_in - set_cookies - set_cppo - set_edge_attr - set_graph_attr - set_header - set_headers - set_hooks - set_knit_hooks - set_labels - set_last_plot - set_ll_TOL - set_ll_warn - set_makevars - set_names - set_opts - set_palette - set_parent - set_proxy - set_rownames - set_tidy_names - set_vertex_attr - setattr - setattributes - setcolorder - setdiff - setdiff.Vector - setequal - setequal.Vector - setindex - setindexv - setkey - setkeyv - setlist - setnames - setorder - setorderv - setpb - setting.graph.attributes - setup - setup.image.smooth - setupPackageOptions - setup_rtools - setwd - sextest - sflist2stanfit - sfn.control - sfnMessage - sfsmisc - sgd - sgr_to_html - shQuote - shQuoteIfNeeded - sha - sha1 - sha1_hash - sha2 - sha224 - sha256 - sha384 - sha512 - shannon - shape - shape.fd.analysis - shape.fd.outliers - shape_noclip - shape_noplot - shape_pal - shapefile - shapes - shapiro.test - sheetCount - sheetNames - sheetVisibility - sheetVisible - sheets - shell.exec2 - shellorder - shellsort - shellsortorder - shift - shiftApply - shingle - shiny - shinyApp - shinyAppDir - shinyAppFile - shinyOptions - shinyRenderWidget - shinyServer - shinyUI - shinyWidgetOutput - shiny_prerendered_chunk - shiny_prerendered_clean - shiny_prerendered_server_start_code - shinycssloaders - shinydashboard - shinyjs - shinytheme - shinythemes - ships - shoes - shortest.paths - shortestPath - shortest_paths - shorth - shouldPrint - should_stop - show - show.col - show.pch - show.settings - showArrayMask - showAsCell - showBookmarkUrlModal - showChangeLog - showChangeLog.Package - showClass - showClusterStatus - showColor - showCols - showConnections - showContents - showContents.Package - showDefault - showDescriptionFile - showDescriptionFile.Package - showDialog - showESet - showElement - showExtends - showGridLines - showGrob - showGroupDensity - showHDF5DumpLog - showHistory - showHistory.Package - showHowToCite - showHowToCite.Package - showLabels - showLog - showMethods - showMlist - showModal - showNews - showNews.Package - showNonASCII - showNonASCIIfile - showNotification - showOneDMR - showPrompt - showPsfrag - showQCData - showQuestion - showRGB - showRNG - showReactLog - showSigOfNodes - showStatus - showTab - showTmpFiles - showTree - showViewport - show_ansi_colors - show_col - show_line_types - show_news - show_point_shapes - show_progress - show_query - show_trace - showtrace - shrimp - shrinkageFun - shuffle - shuffleData - shuffleFree - shuffleGrid - shuffleSeries - shuffleSet - shuffleStrata - shuttle - sidePage - sidebarLayout - sidebarMenu - sidebarMenuOutput - sidebarPanel - sidebarSearchForm - sidebarUserPanel - sigAllMembers - sigCategories - sigGenes - sigMembers - sigToEnv - sigest - siggenes - sigma - sigma2decomp - sigmaHat - sigmashrink - sigmoid - sign - signTabulate - sign_oauth1.0 - sign_oauth2.0 - signalCondition - signals - signature - signature_create - signature_verify - signi - signif - signup - silhouette - silver - sim - sim.Krig - sim.Krig.approx - sim.VSS - sim.anova - sim.circ - sim.congeneric - sim.correlation - sim.dichot - sim.fastTps.approx - sim.general - sim.hierarchical - sim.irt - sim.item - sim.mKrig.approx - sim.minor - sim.multi - sim.multilevel - sim.npl - sim.npn - sim.omega - sim.parallel - sim.poly - sim.poly.ideal - sim.poly.ideal.npl - sim.poly.ideal.npn - sim.poly.mat - sim.poly.npl - sim.poly.npn - sim.rasch - sim.rf - sim.simplex - sim.spatialProcess - sim.spherical - sim.structural - sim.structure - sim2jam - simE - simEEE - simEEI - simEEV - simEII - simEVE - simEVI - simEVV - simLL - simLP - simRegOrd - simUI - simV - simVEE - simVEI - simVEV - simVII - simVVE - simVVI - simVVV - simdataISVA - simil - similarity - similarity.dice - similarity.invlogweighted - similarity.jaccard - simmatrix - simpleCondition - simpleError - simpleKey - simpleMessage - simpleRegistry - simpleSmoothTs - simpleTheme - simpleWarning - simple_sparse_array - simple_sparse_zero_array - simple_triplet_diag_matrix - simple_triplet_matrix - simple_triplet_zero_matrix - simplemultiLoess - simplex - simplified - simplify - simplify2array - simplifyDims - simplify_all - simplify_simple_sparse_array - simplot - simpls.fit - simulate - simulate.lme - simulate_cvd - simulation.circ - simule - sin - sindex - singer - single - single_quote - singles - singleton - sinh - sink - sink.number - sinkWorkerOutput - sinkplot - sinks - sinpi - sir - siskiyou - site_config - site_generator - site_resources - size - sizeDiss - sizeFactors - sizeGrowthRatio - size_n_color - sizeof - sizeplot - sizes - sizetree - sizingPolicy - sjpi - skew - skewPower - skewness - skewpart - skyline - skylineplot - skylineplot.deluxe - slam - slam_options - slanczos - slantedBandWindow - slaveLoop - slda - sleep - slice - slice.index - sliceArray - slice_ - slider - sliderInput - slidingIRanges - slidingViews - slidingWindows - slidy_presentation - slm - slm.fit - slm.fit.csr - slm.wfit - sloan.ordering - sloanStartEndVertices - slope - slopeAspect - slot - slotNames - slotsFromS3 - slowinskiguyer.test - slp - slsqp - slt - smallworld - smartbind - smartlegend - smartypants - smc - smean.cl.boot - smean.cl.normal - smean.sd - smean.sdl - smearingEst - smedian.hilow - smiths - smokedfish - smooth - smooth.2d - smooth.CNA - smooth.construct - smooth.construct.ad.smooth.spec - smooth.construct.bs.smooth.spec - smooth.construct.cc.smooth.spec - smooth.construct.cp.smooth.spec - smooth.construct.cr.smooth.spec - smooth.construct.cs.smooth.spec - smooth.construct.ds.smooth.spec - smooth.construct.gp.smooth.spec - smooth.construct.mrf.smooth.spec - smooth.construct.ps.smooth.spec - smooth.construct.re.smooth.spec - smooth.construct.sf.smooth.spec - smooth.construct.so.smooth.spec - smooth.construct.sos.smooth.spec - smooth.construct.sw.smooth.spec - smooth.construct.t2.smooth.spec - smooth.construct.tensor.smooth.spec - smooth.construct.tp.smooth.spec - smooth.construct.ts.smooth.spec - smooth.construct2 - smooth.f - smooth.hexbin - smooth.lf - smooth.map - smooth.spline - smooth2random - smoothColors - smoothCon - smoothEnds - smoothQuantileNormalization - smoothScatter - smoothWgt - smooth_via_pca - smoother - sn - sn.cumulants - sn.infoMv - sn.infoUv - sn.mple - snails - snapPointsToLines - snapshotDate - snapshotExclude - snapshotPreprocessInput - snapshotPreprocessOutput - sniffGFFVersion - snip.rpart - snow - snow.time - snowWorkers - snp.hit - snpCall - snpCallProbability - snpSummary - snpcount - snpid2alleles - snpid2grange - snpid2loc - snplocs - snpsById - snpsByOverlaps - snpsBySeqname - snr - socketConnection - socketSelect - socmob_IvsNI - socmob_WvsB - softFilter - softFilterMatrix - software - soil.texture - soil.texture.uk - soils - solarnoon - solarpos - solder - solexaPath - solve - solve.QP - solve.QP.compact - solve.default - solve.qr - solve.spam - solveCoef - solveUserSEW - solveUserSEW0 - solve_LSAP - solvecov - solvet - som - som.init - som.project - som.train - som.update - some - somers2 - somgrid - sort - sort.GenomicRanges - sort.POSIXlt - sort.Vector - sort.default - sort.int - sort.list - sortBam - sortByCol - sortImp - sortSeqlevels - sortSilhouette - sortVersion - sort_2_clusters_vectors - sort_dist_mat - sort_levels_values - sort_list - sortedXyData - source - sourceAttach - sourceCpp - sourceDirectory - sourceDirectory.default - sourceMarkers - sourcePath - sourceRegistryFiles - sourceTo - sourceTo.default - sourceUrl - source_files - source_gist - source_url - sourcetools - sov.expand - sp - sp.between - sp.between.scalar - sp.from.asc - sp.grid - sp.lineLabel - sp.lines - sp.panel.layout - sp.pointLabel - sp.points - sp.polygons - sp.text - sp.theme - sp.vcov - sp2Mondrian - sp2WB - sp2tmap - spCbind - spChFIDs - spDists - spDistsN1 - spEM - spEMsymloc - spEMsymlocN01 - spLines - spMatrix - spPolygons - spRMM_SEM - spRbind - spTransform - spViewPerFeature - space - spaghetti - spam - spam.Version - spam.getOption - spam.history - spam.list - spam.numeric - spam.options - spam.version - spam2full - spam2spind - spam_diag - spam_rdist - spam_rdist.earth - span - sparks - sparse.model.matrix - sparseM2Graph - sparseMatrix - sparseVector - spasm.construct - spasm.smooth - spasm.sp - spatial - spatialIndex - spatialProcess - spatialSign - spearman - spearman.test - spearman2 - spec - spec.ar - spec.pgram - spec.taper - specData - spec_csv - spec_csv2 - spec_delim - spec_table - spec_table2 - spec_tsv - specc - speccCBI - specgroups - species - speciesMap - speciesTree - specificity - specify - specplot - spectra - spectrum - spectrum0 - spectrum0.ar - spell_check - spence.15 - spence.21 - spencer - sph2cart - sphercov - spi - spi.dictionary - spi.keys - spider - spikeNames - spin - spin_child - spind2full - spind2spam - spineplot - spinglass.community - spirals - splat - splice - spliceVariants - spline - spline.des - splineDesign - splineKnots - splineOrder - splinedot - splinefun - splinefunH - splines - splint - split - split.Date - split.DelayedArray - split.POSIXct - split.data.frame - split.default - split.screen - splitAsList - splitByCommonTails - splitByFacets - splitByPattern - splitByPattern.default - splitCols - splitFormula - splitFrame - splitHalf - splitIndices - splitIntoGroups - splitIntoGroups.DGEList - splitIntoGroups.default - splitIntoGroupsPseudo - splitLayout - splitLines4Table - splitList - splitPath - splitRanges - splitRegions - splitRows - splitTime - split_indices - split_join_distance - split_labels - split_path - split_to_df - splitpb - splom - splsda - spm - spmap.to.lev - spotc - spotr - spower - sppanel - spplot - spplot.key - spplot.locator - spread - spread.labels - spread.level.plot - spreadLevelPlot - spread_ - spread_attrs - spreadout - spregmix - sprint - sprintf - spsample - spss.get - sql - sqlAppendTable - sqlAppendTableTemplate - sqlColumnToRownames - sqlCommentSpec - sqlCreateTable - sqlData - sqlInterpolate - sqlParseVariables - sqlParseVariablesImpl - sqlQuoteSpec - sqlRownamesToColumn - sql_escape_ident - sql_escape_string - sql_join - sql_select - sql_semi_join - sql_set_op - sql_subquery - sql_translate_env - sqliteBuildTableDefinition - sqliteCopyDatabase - sqliteQuickColumn - sqrt - sqrt_trans - sqrtm - squarem - squeeze - squeezeVar - squeezedVarOutlierMethod - squish - squish_infinite - srFilter - srPhiX174 - srand - src - src_df - src_local - src_mysql - src_postgres - src_sqlite - src_tbls - srcfile - srcfilealias - srcfilecopy - srcref - srdistance - srdistanceFilter - srduplicated - sread - sreg - sreg.df.to.lambda - sreg.fdf - sreg.fgcv - sreg.fgcv.model - sreg.fgcv.one - sreg.fit - sreg.fs2hat - sreg.trace - srisk - srlist - srorder - srrank - srsort - ss.maxT - ss.minP - sseg - ssh_askpass - ssh_path - ssl_cert_locations - ssn - ssva - ssvd - st.cumulants - st.infoMv - st.infoUv - st.mple - stCuts - stMincuts - st_cuts - st_min_cuts - stack - stackApply - stackOpen - stackSamples - stackSave - stackSelect - stackStrings - stackStringsFromBam - stacking - stacking_weights - stackloss - stackpoly - stacks - stagec - stagnant - staircase.plot - staircasePlot - stamp - stamp_date - stamp_time - stan - stan_ac - stan_demo - stan_dens - stan_diag - stan_ess - stan_hist - stan_mcse - stan_model - stan_par - stan_plot - stan_rdump - stan_rhat - stan_scat - stan_trace - stan_version - stanc - stanc_builder - stand_exprs - standard.theme - standardChromosomes - standardGeneric - standardise.sumstats.column.headers - standardise_aes_names - standardise_dep - stanford2 - star - starPie - stars - stars.pval - starsCYG - start - start.dynrq - startDaemonizedServer - startDynamicHelp - startElement.SAX - startIndex - startPipeServer - startServer - starter.multigroup - startpb - startsWith - starts_with - startupMessage - startupMessage.Package - startvalues - startvalues0 - startvalues1 - startvalues2 - starwars - stash - stash_apply - stash_drop - stash_list - stash_pop - stat - stat.anova - stat.confband.text - stat.gnames - stat_bin - stat_bin2d - stat_bin_2d - stat_bin_hex - stat_binhex - stat_binline - stat_boxplot - stat_chull - stat_compare_means - stat_conf_ellipse - stat_contour - stat_cor - stat_count - stat_density - stat_density2d - stat_density_2d - stat_density_ridges - stat_ecdf - stat_ellipse - stat_function - stat_identity - stat_mean - stat_plsmo - stat_pvalue_manual - stat_qq - stat_qq_line - stat_quantile - stat_regline_equation - stat_sf - stat_sf_coordinates - stat_signif - stat_smooth - stat_spoke - stat_stars - stat_sum - stat_summary - stat_summary2d - stat_summary_2d - stat_summary_bin - stat_summary_hex - stat_unique - stat_ydensity - stata.get - state.carto.center - state.cartoMapEnv - state.fips - state.vbm - state.vbm.center - state.vbmMapEnv - stateMapEnv - statefig - statfaculty - static.fitness.game - static.power.law.game - staticClusterApply - staticCode - staticCode.Object - staticPath - staticPathOptions - stationary.cov - stationary.image.cov - stationary.taper.cov - statmod - stats - stats.bin - stats4 - statsBy - statsBy.boot - statsBy.boot.summary - status - status_code - staxlab - std.error - std.errors - stderr - stdin - stdize - stdout - stdres - steam - steamUse - stem - step - stepAIC - stepFlexmix - step_BoxCox - step_YeoJohnson - step_arrange - step_bagimpute - step_bin2factor - step_bs - step_center - step_classdist - step_corr - step_count - step_date - step_depth - step_discretize - step_downsample - step_dummy - step_factor2string - step_filter - step_geodist - step_holiday - step_hyperbolic - step_ica - step_integer - step_interact - step_intercept - step_inverse - step_invlogit - step_isomap - step_knnimpute - step_kpca - step_lag - step_lincomb - step_log - step_logit - step_lowerimpute - step_meanimpute - step_medianimpute - step_modeimpute - step_mutate - step_naomit - step_nnmf - step_novel - step_ns - step_num2factor - step_nzv - step_ordinalscore - step_other - step_pca - step_pls - step_poly - step_profile - step_range - step_ratio - step_regex - step_relu - step_rm - step_rollimpute - step_sample - step_scale - step_shuffle - step_slice - step_spatialsign - step_sqrt - step_string2factor - step_unorder - step_upsample - step_window - step_zv - stepfun - stepfun.eval - stext - stext.default - stft - still.identical - stitch - stitch_rhtml - stitch_rmd - stl - stochastic_matrix - stogo - stop - stopAllServers - stopApp - stopCluster - stopCluster.MPIcluster - stopCluster.NWScluster - stopCluster.default - stopCluster.spawnedMPIcluster - stopDaemonizedServer - stopImplicitCluster - stopNode - stopServer - stopTime - stop_for_problems - stop_for_status - stop_incompatible_cast - stop_incompatible_op - stop_incompatible_type - stopf - stopifnot - storage.mode - storageMode - store - stormer - storms - str - str.NullVerbose - str.Options - str.Verbose - strOptions - strPur1.geneSymbol.LENGTH - strPur1.genscan.LENGTH - strPur1.refGene.LENGTH - strPur1.xenoRefGene.LENGTH - strPur2.geneSymbol.LENGTH - strPur2.genscan.LENGTH - strPur2.refGene.LENGTH - strPur2.xenoRefGene.LENGTH - str_bs - str_c - str_class - str_conv - str_count - str_data - str_desc - str_detect - str_diff - str_dup - str_ends - str_extract - str_extract_all - str_flatten - str_fun - str_glue - str_glue_data - str_hash - str_interp - str_length - str_locate - str_locate_all - str_match - str_match_all - str_md5sum - str_ns - str_order - str_out - str_pad - str_pkg - str_remove - str_remove_all - str_replace - str_replace_all - str_replace_na - str_sort - str_split - str_split_fixed - str_squish - str_starts - str_sub - str_subset - str_to_lower - str_to_sentence - str_to_title - str_to_upper - str_trim - str_trunc - str_view - str_view_all - str_which - str_wrap - strachey - strand - strandCollapse - strandFilter - strandMode - strandedCounts - strata - stratify - strayDLLs - strbreak - strcapture - strcodes - stream_in - stream_out - stree - strength - stressvals - stretch - strftime - strgraphwrap - strheight - stri_c - stri_c_list - stri_cmp - stri_cmp_eq - stri_cmp_equiv - stri_cmp_ge - stri_cmp_gt - stri_cmp_le - stri_cmp_lt - stri_cmp_neq - stri_cmp_nequiv - stri_compare - stri_conv - stri_count - stri_count_boundaries - stri_count_charclass - stri_count_coll - stri_count_fixed - stri_count_regex - stri_count_words - stri_datetime_add - stri_datetime_create - stri_datetime_fields - stri_datetime_format - stri_datetime_fstr - stri_datetime_now - stri_datetime_parse - stri_datetime_symbols - stri_detect - stri_detect_charclass - stri_detect_coll - stri_detect_fixed - stri_detect_regex - stri_dup - stri_duplicated - stri_duplicated_any - stri_enc_detect - stri_enc_detect2 - stri_enc_fromutf32 - stri_enc_get - stri_enc_info - stri_enc_isascii - stri_enc_isutf16be - stri_enc_isutf16le - stri_enc_isutf32be - stri_enc_isutf32le - stri_enc_isutf8 - stri_enc_list - stri_enc_mark - stri_enc_set - stri_enc_toascii - stri_enc_tonative - stri_enc_toutf32 - stri_enc_toutf8 - stri_encode - stri_endswith - stri_endswith_charclass - stri_endswith_coll - stri_endswith_fixed - stri_escape_unicode - stri_extract - stri_extract_all - stri_extract_all_boundaries - stri_extract_all_charclass - stri_extract_all_coll - stri_extract_all_fixed - stri_extract_all_regex - stri_extract_all_words - stri_extract_first - stri_extract_first_boundaries - stri_extract_first_charclass - stri_extract_first_coll - stri_extract_first_fixed - stri_extract_first_regex - stri_extract_first_words - stri_extract_last - stri_extract_last_boundaries - stri_extract_last_charclass - stri_extract_last_coll - stri_extract_last_fixed - stri_extract_last_regex - stri_extract_last_words - stri_flatten - stri_info - stri_isempty - stri_join - stri_join_list - stri_length - stri_list2matrix - stri_locale_get - stri_locale_info - stri_locale_list - stri_locale_set - stri_locate - stri_locate_all - stri_locate_all_boundaries - stri_locate_all_charclass - stri_locate_all_coll - stri_locate_all_fixed - stri_locate_all_regex - stri_locate_all_words - stri_locate_first - stri_locate_first_boundaries - stri_locate_first_charclass - stri_locate_first_coll - stri_locate_first_fixed - stri_locate_first_regex - stri_locate_first_words - stri_locate_last - stri_locate_last_boundaries - stri_locate_last_charclass - stri_locate_last_coll - stri_locate_last_fixed - stri_locate_last_regex - stri_locate_last_words - stri_match - stri_match_all - stri_match_all_regex - stri_match_first - stri_match_first_regex - stri_match_last - stri_match_last_regex - stri_na2empty - stri_numbytes - stri_omit_empty - stri_omit_empty_na - stri_omit_na - stri_opts_brkiter - stri_opts_collator - stri_opts_fixed - stri_opts_regex - stri_order - stri_pad - stri_pad_both - stri_pad_left - stri_pad_right - stri_paste - stri_paste_list - stri_rand_lipsum - stri_rand_shuffle - stri_rand_strings - stri_read_lines - stri_read_raw - stri_remove_empty - stri_remove_empty_na - stri_remove_na - stri_replace - stri_replace_all - stri_replace_all_charclass - stri_replace_all_coll - stri_replace_all_fixed - stri_replace_all_regex - stri_replace_first - stri_replace_first_charclass - stri_replace_first_coll - stri_replace_first_fixed - stri_replace_first_regex - stri_replace_last - stri_replace_last_charclass - stri_replace_last_coll - stri_replace_last_fixed - stri_replace_last_regex - stri_replace_na - stri_reverse - stri_sort - stri_split - stri_split_boundaries - stri_split_charclass - stri_split_coll - stri_split_fixed - stri_split_lines - stri_split_lines1 - stri_split_regex - stri_startswith - stri_startswith_charclass - stri_startswith_coll - stri_startswith_fixed - stri_stats_general - stri_stats_latex - stri_sub - stri_sub_all - stri_sub_all_replace - stri_sub_replace - stri_sub_replace_all - stri_subset - stri_subset_charclass - stri_subset_coll - stri_subset_fixed - stri_subset_regex - stri_timezone_get - stri_timezone_info - stri_timezone_list - stri_timezone_set - stri_trans_char - stri_trans_general - stri_trans_isnfc - stri_trans_isnfd - stri_trans_isnfkc - stri_trans_isnfkc_casefold - stri_trans_isnfkd - stri_trans_list - stri_trans_nfc - stri_trans_nfd - stri_trans_nfkc - stri_trans_nfkc_casefold - stri_trans_nfkd - stri_trans_tolower - stri_trans_totitle - stri_trans_toupper - stri_trim - stri_trim_both - stri_trim_left - stri_trim_right - stri_unescape_unicode - stri_unique - stri_width - stri_wrap - stri_write_lines - strict_list - strikethrough - string.bounding.box - string.break.line - stringAscent - stringDescent - stringDims - stringDist - stringHeight - stringWidth - stringdot - stringi - stringr - stringsAsStrings - strings_please - strip.custom - strip.default - strip.terms - stripBeadNs - stripBeadSDs - stripChart - stripLabel - stripMethyLumiSet - stripOOB - strip_credentials - strip_ctl - strip_formula_dots - strip_sgr - strip_splits - strip_style - stripchart - stripplot - strmacro - strong - strongComp - strptime - strptimeDate - strrep - strrepeat - strsplit - strsplit2 - strsplitAsListOfIntegerVectors - strsplit_ctl - strsplit_sgr - strtoi - strtrim - strtrim2_ctl - strtrim2_sgr - strtrim_ctl - strtrim_sgr - structure - structure.diagram - structure.graph - structure.list - structure.sem - strwidth - strwrap - strwrap2_ctl - strwrap2_sgr - strwrap_ctl - strwrap_sgr - student.lvm - studres - stupidkcentroids - stupidknn - style - styleColorBar - styleEqual - styleInterval - style_blurred - style_bold - style_dim - style_hidden - style_inverse - style_italic - style_na - style_neg - style_num - style_reset - style_strikethrough - style_subtle - style_subtle_num - style_underline - styles - sub - subAxt - subColSummarizeAvg - subColSummarizeAvgLog - subColSummarizeBiweight - subColSummarizeBiweightLog - subColSummarizeLogAvg - subColSummarizeLogMedian - subColSummarizeMedian - subColSummarizeMedianLog - subColSummarizeMedianpolish - subColSummarizeMedianpolishLog - subGraph - subListExtract - subcomponent - subgraph - subgraph.centrality - subgraph.edges - subgraph_centrality - subgraph_isomorphic - subgraph_isomorphisms - subject - subjectHits - subjectLength - submitButton - submitJobs - submit_cran - subnetwork - subpatterns - subplot - subplots - subplots.default - subrcModelMedianPolish - subrcModelPLM - subs - subseq - subset - subset.data.frame - subset.default - subset.matrix - subset.spam - subsetArgsByFormals - subsetByAssay - subsetByColData - subsetByColumn - subsetByFilter - subsetByLoci - subsetByOverlaps - subsetByRow - subsetEdgeSets - subsetFactors - subsetListOfArrays - subsetSamples - subsetViews - subset_seed_as_array - subsets - substi - substi.source - substitute - substituteDirect - substituteFunctionArgs - substr - substr2_ctl - substr2_sgr - substr_ctl - substr_sgr - substring - substring.location - substring2 - subsums - subtract - subtractDependencies - subtractRegions - subtreeplot - subtrees - subviews - successiveIRanges - successiveViews - suffix_dataset - suffix_extract - suffix_refresh - suggestAnnotation - sum - sum.bit - sum.bitwhich - sum.na - sum.ri - sum2 - sumDendrite - sumDiss - sumOver - sumTechReps - sumTechReps.DGEList - sumTechReps.default - sumbrk - sumexact - sumlog - summarise - summariseExprsAcrossFeatures - summarise_ - summarise_all - summarise_at - summarise_coord - summarise_each - summarise_each_ - summarise_if - summarise_layers - summarise_layout - summarize - summarizeJunctions - summarizeOverlaps - summarizeRobWeights - summarizeToGene - summarizeVariants - summarize_ - summarize_CRAN_check_status - summarize_all - summarize_annotations - summarize_at - summarize_categorical - summarize_check_packages_in_dir_depends - summarize_check_packages_in_dir_results - summarize_check_packages_in_dir_timings - summarize_each - summarize_each_ - summarize_if - summarize_numerical - summary - summary.BootRefFreeEwasModel - summary.CA - summary.CaGalt - summary.DESeqResults - summary.Date - summary.DiscrFact - summary.EList - summary.EListRaw - summary.FAMD - summary.GenomicRanges - summary.KRmodcomp - summary.Krig - summary.MAList - summary.MArrayLM - summary.MCA - summary.MFA - summary.Mclust - summary.MclustBootstrap - summary.MclustDA - summary.MclustDR - summary.MclustDRsubsel - summary.NullVerbose - summary.PBmodcomp - summary.PCA - summary.POSIXct - summary.POSIXlt - summary.RGList - summary.RefFreeCellMix - summary.Rle - summary.Seqinfo - summary.TestResults - summary.Verbose - summary.aov - summary.bagEarth - summary.bit - summary.bitwhich - summary.clustCombi - summary.connection - summary.cquality - summary.crq - summary.crqs - summary.data.frame - summary.default - summary.dynrqs - summary.factor - summary.gam - summary.glm - summary.gmmhd - summary.lars - summary.lm - summary.mKrig - summary.manova - summary.matrix - summary.mclustBIC - summary.mclustICL - summary.mergenorm - summary.mfpc - summary.mixEM - summary.mslm - summary.mvnpEM - summary.ncdf - summary.nlrq - summary.npEM - summary.phylo - summary.prabtest - summary.proc_time - summary.psych - summary.qsreg - summary.rfpc - summary.ri - summary.rq - summary.rqs - summary.rqss - summary.segmented - summary.sim - summary.slm - summary.spRMM - summary.spam - summary.spam.chol.NgPeyton - summary.spatialDesign - summary.spatialProcess - summary.srcfile - summary.srcref - summary.sreg - summary.stepfun - summary.table - summaryAffyRNAdeg - summaryD - summaryGCV.Krig - summaryGCV.sreg - summaryM - summaryMclustBIC - summaryMclustBICn - summaryP - summaryRc - summaryRprof - summaryS - summitOverlaps - summits - sump - sumstatsColHeaders - sumt - sumz - sunflowerplot - sunriset - sunspot.month - sunspot.year - sunspots - super.matrix - superClassDepth - superMatrix - supportedFilters - supportedGeneIDs - supportedGenomes - supportedMiRBaseBuildValues - supportedOrganisms - supportedRealizationBackends - supportedSeqlevelsStyles - supportedUCSCFeatureDbTables - supportedUCSCFeatureDbTracks - supportedUCSCtables - supportsArg - supportsExpat - supportsLibxml - supportsMulticore - suppressAll - suppressDependencies - suppressForeignCheck - suppressMessages - suppressPackageStartupMessages - suppressWarnings - supsmu - surf.gls - surf.ls - surf.tri - surface - surface.Krig - surface.default - surface.mKrig - surfaceArea - surfacePlot - surroundSingletons - survConcordance - survConcordance.fit - survModel - survReg - survSplit - survdiff - survexp - survey - survfit - survfit.formula - survfitCI - survfitKM - survfitcoxph.fit - survival - survobrien - survpenal.fit - survreg - survreg.control - survreg.distributions - survreg.fit - survregDtest - survuh - sva - sva.check - svaseq - svd - svd.triplet - svdSafe - svdpc.fit - svdr - svg - svm - svmBag - svn.time - swan - swap - swapXY - swapXY.density - swarmx - swarmy - swatchplot - sweep - sweepRegistry - swirl - swiss - swiss_prot - swissbank - switch - swlm - sylvester - sym - symCount - symLink2bam - symbol - symbol.freq - symbolToR - symbolbarplot - symbolbox - symbolize - symbols - symbolsGrob - symbolsInPolys - symbox - symdif - symdiff - symmetric1 - symmetric2 - symmetricP0 - symmetricP05 - symmetricP1 - symmetricP2 - symmpart - symnum - syms - syncRegistry - syntenicDotplot - synth.te - synth.tr - sys - sys.call - sys.calls - sys.frame - sys.frames - sys.function - sys.load.image - sys.nframe - sys.on.exit - sys.parent - sys.parents - sys.save.image - sys.source - sys.status - sysargs - system - system.file - system.time - system2 - system3 - systemArgs - systemPipeR - systemR - systemR.default - system_check - system_output - systematicSubset - t - t.Hits - t.HitsList - t.data.frame - t.default - t.spam - t.test - t.test.cluster - t2 - t2d - t2r - tQuantTrans - tRNAs - tSNE - tZscore - t_tx_OP_y - tab.disjonctif - tab.disjonctif.prop - tab.title - tabBox - tabItem - tabItems - tabPanel - table - table.rq - table1 - table2 - table2df - table2html - table2matrix - table3 - table4a - table4b - table5 - tableF - tableFooter - tableGrob - tableHeader - tableName - tableNames - tableOutput - table_N - table_cell_bg - table_cell_font - table_formatpct - table_freq - table_latexdefs - table_pc - table_trio - tables - tabs_as_spaces - tabsetPanel - tabulate - tabulr - tae - taeGut1.ensGene.LENGTH - taeGut1.geneSymbol.LENGTH - taeGut1.genscan.LENGTH - taeGut1.nscanGene.LENGTH - taeGut1.refGene.LENGTH - taeGut1.xenoRefGene.LENGTH - tag - tagAppendAttributes - tagAppendChild - tagAppendChildren - tagClusters - tagGetAttribute - tagHasAttribute - tagHeatmap - tagList - tagMatrixList - tagSetChildren - tag_delete - tagged_na - tagname - tags - tai - tail - tail.DataTable - tail.LLint - tail.Vector - tail.matrix - tail.spam - tail_of - tail_while - take - takeSingletons - tally - tally_ - tan - tanglegram - tanh - tanhdot - tanpi - tapply - tapplySimpl - tar - target.rot - targetID2nuID - targetRanges - targetSeqs - targetedGenes - targets - targetsA2C - targetsheader - targetsin - targetsout - taskCallbackManager - taskItem - tau - tau.nlrq - tauequivnormalmixEM - taxonomyId - taylor.diagram - tb - tb.width - tbl - tblNoLast - tblNoNext - tbl_cube - tbl_df - tbl_nongroup_vars - tbl_sum - tbl_vars - tbody_style - tcgaPipeline - tcl - tclArray - tclObj - tclRequire - tclServiceMode - tclVar - tclVersion - tclclose - tclfile.dir - tclfile.tail - tclopen - tclputs - tclread - tcltk - tclust - tclustCBI - tclvalue - tclvar - tcoffee - tcplot - tcrossapply_simple_triplet_matrix - tcrossprod - tcrossprod.spam - tcrossprod_simple_triplet_matrix - tcut - tdata - tdecomp - te - tea - teachexpect - tecator - technicalCV2 - telef - tempdir - temper - tempfile - tempvar - tenberge - tennis_MvsF - tensor.prod.model.matrix - tensor.prod.penalties - termGraphs - termSim - termStat - term_cap_test - terminalActivate - terminalBuffer - terminalBusy - terminalClear - terminalContext - terminalCreate - terminalExecute - terminalExitCode - terminalKill - terminalList - terminalRunning - terminalSend - terminalVisible - termplot - terms - terms.formula - termsDrop - terms_select - terrain - terrain.colors - terrain_hcl - test - test.all - test.data.table - test.equality - test.equality.mixed - test.for.zero - test.irt - test.psych - testBioCConnection - testDF - testDataSet - testDateTime - testDirection - testForValidKeytype - testInheritedMethods - testInstalledBasic - testInstalledPackage - testInstalledPackages - testJob - testMotif - testName - testPairedEndBam - testPerl - testPlatformEquivalence - testRetest - testRversion - testSelectArgs - testSequence - testStatPar - testStatistic - testTransform - testVar - testVirtual - test_coverage - test_coverage_file - test_file - testnslv - testpanelGroupBreak - testpanelSubjectBreak - tetNig1.ensGene.LENGTH - tetNig1.geneid.LENGTH - tetNig1.genscan.LENGTH - tetNig1.nscanGene.LENGTH - tetNig2.ensGene.LENGTH - tetrachoric - tetragonula - tetramesh - tex - texi2dvi - texi2pdf - text - text.SAX - text.default - textAreaInput - textConnection - textConnectionValue - textGrob - textInput - textOutput - text_colour - text_content - text_grob - textbox - textplot - textual - thayer - theEconomist.axis - theEconomist.opts - theEconomist.theme - theme - themeSelector - theme_bw - theme_classic - theme_classic2 - theme_cleveland - theme_cowplot - theme_dark - theme_dendro - theme_dose - theme_get - theme_gray - theme_grey - theme_light - theme_linedraw - theme_map - theme_minimal - theme_nothing - theme_pubclean - theme_pubr - theme_replace - theme_ridges - theme_set - theme_test - theme_transparent - theme_update - theme_void - then - theta.md - theta.ml - theta.mm - theta2sd - thigmophobe - thigmophobe.labels - thin - thinCounts - thinnedSpatialPoly - thisfile - thisfile_knit - thisfile_r - thisfile_rscript - thisfile_source - threeUTRsByTranscript - threebands - threshold - threshold.lvm - thresholder - thresholds - throttle - throw - throw.Exception - throw.default - throw.error - thurstone - thyroid - ti - tibble - tibble_ - tic - ticdata - tidy - tidyHtmlTable - tidyMCMC - tidy_app - tidy_dir - tidy_eval - tidy_file - tidy_irlba - tidy_label_colours - tidy_label_descriptions - tidy_labels - tidy_labels_rename - tidy_names - tidy_source - tidyr - tidyselect - tiff - tiger - tigol - tile - tileGenome - tileplot - tilt.boot - tim.colors - time - timeCalendar - timeDate - timeFirstDayInMonth - timeFirstDayInQuarter - timeLastDayInMonth - timeLastDayInQuarter - timeLastNdayInMonth - timeNdayOnOrAfter - timeNdayOnOrBefore - timeNthNdayInMonth - timeSequence - time_ago - time_bins - time_format - time_length - time_trans - timedep - timeout - timepoints - timerProgressBar - times - timestamp - timestamp.Verbose - timestamp.default - timestampOff - timestampOff.Verbose - timestampOn - timestampOn.Verbose - timetaken - tinytex - tinytex_root - tiplabels - tips - tips_DvsN - tips_MvsF - title - titlePanel - tkProgressBar - tkStartGUI - tkXselection.clear - tkXselection.get - tkXselection.handle - tkXselection.own - tk_canvas - tk_center - tk_choose.dir - tk_choose.files - tk_close - tk_coords - tk_fit - tk_messageBox - tk_off - tk_postscript - tk_reshape - tk_rotate - tk_select.list - tk_set_coords - tkactivate - tkadd - tkaddtag - tkbbox - tkbell - tkbind - tkbindtags - tkbutton - tkcanvas - tkcanvasx - tkcanvasy - tkcget - tkcheckbutton - tkchooseDirectory - tkclipboard.append - tkclipboard.clear - tkcompare - tkconfigure - tkcoords - tkcreate - tkcurselection - tkdchars - tkdebug - tkdelete - tkdelta - tkdensity - tkdeselect - tkdestroy - tkdialog - tkdlineinfo - tkdtag - tkdump - tkentry - tkentrycget - tkentryconfigure - tkevent.add - tkevent.delete - tkevent.generate - tkevent.info - tkfind - tkflash - tkfocus - tkfont.actual - tkfont.configure - tkfont.create - tkfont.delete - tkfont.families - tkfont.measure - tkfont.metrics - tkfont.names - tkfraction - tkframe - tkget - tkgetOpenFile - tkgetSaveFile - tkgettags - tkgrab - tkgrab.current - tkgrab.release - tkgrab.set - tkgrab.status - tkgrid - tkgrid.bbox - tkgrid.columnconfigure - tkgrid.configure - tkgrid.forget - tkgrid.info - tkgrid.location - tkgrid.propagate - tkgrid.remove - tkgrid.rowconfigure - tkgrid.size - tkgrid.slaves - tkicursor - tkidentify - tkigraph - tkimage.create - tkimage.delete - tkimage.height - tkimage.inuse - tkimage.names - tkimage.type - tkimage.types - tkimage.width - tkindex - tkinsert - tkinvoke - tkitembind - tkitemcget - tkitemconfigure - tkitemfocus - tkitemlower - tkitemraise - tkitemscale - tklabel - tklistbox - tklower - tkmark.gravity - tkmark.names - tkmark.next - tkmark.previous - tkmark.set - tkmark.unset - tkmeans - tkmenu - tkmenubutton - tkmessage - tkmessageBox - tkmove - tknearest - tkpack - tkpack.configure - tkpack.forget - tkpack.info - tkpack.propagate - tkpack.slaves - tkpager - tkplace - tkplace.configure - tkplace.forget - tkplace.info - tkplace.slaves - tkplot - tkplot.canvas - tkplot.center - tkplot.close - tkplot.export.postscript - tkplot.fit.to.screen - tkplot.getcoords - tkplot.off - tkplot.reshape - tkplot.rotate - tkplot.setcoords - tkpopup - tkpost - tkpostcascade - tkpostscript - tkradiobutton - tkraise - tkscale - tkscan.dragto - tkscan.mark - tkscrollbar - tksearch - tksee - tkselect - tkselection.adjust - tkselection.anchor - tkselection.clear - tkselection.from - tkselection.includes - tkselection.present - tkselection.range - tkselection.set - tkselection.to - tkset - tksize - tktag.add - tktag.bind - tktag.cget - tktag.configure - tktag.delete - tktag.lower - tktag.names - tktag.nextrange - tktag.prevrange - tktag.raise - tktag.ranges - tktag.remove - tktext - tktitle - tktoggle - tktoplevel - tktype - tkunpost - tkwait.variable - tkwait.visibility - tkwait.window - tkwidget - tkwindow.cget - tkwindow.configure - tkwindow.create - tkwindow.names - tkwinfo - tkwm.aspect - tkwm.client - tkwm.colormapwindows - tkwm.command - tkwm.deiconify - tkwm.focusmodel - tkwm.frame - tkwm.geometry - tkwm.grid - tkwm.group - tkwm.iconbitmap - tkwm.iconify - tkwm.iconmask - tkwm.iconname - tkwm.iconposition - tkwm.iconwindow - tkwm.maxsize - tkwm.minsize - tkwm.overrideredirect - tkwm.positionfrom - tkwm.protocol - tkwm.resizable - tkwm.sizefrom - tkwm.state - tkwm.title - tkwm.transient - tkwm.withdraw - tkxview - tkxview.moveto - tkxview.scroll - tkyposition - tkyview - tkyview.moveto - tkyview.scroll - tl_pkgs - tl_sizes - tld_dataset - tld_extract - tld_refresh - tli - tlmgr - tlmgr_conf - tlmgr_install - tlmgr_path - tlmgr_remove - tlmgr_search - tlmgr_update - tmd - tmerge - tmixture.matrix - tmixture.vector - tmpDir - tmpfile - tnewton - tnr - to - to.mesh3d - toAsciiRegExprPattern - toAsciiRegExprPattern.character - toBibtex - toBroadXML - toCamelCase - toCamelCase.default - toCellDataSet - toComplex - toDataframe - toDot - toDotR - toDotWithRI - toFile - toFileListTree - toFileListTree.character - toGRanges - toGXL - toGmt - toHTML - toJSON - toLatex - toLatex.xtable - toPWM - toRGB - toRangeStr - toRd - toSAF - toSQLStringSet - toSingleCellExperiment - toString - toString.XMLNode - toString.default - toTable - toTitleCase - toUrl - toUrl.default - toWebGL - to_basic - to_string - to_string_v - tobase64image - tobin - today - todo - toeplitz - toeplitz.spam - toformula - toggle - toggleClass - toggleCssClass - toggleElement - toggleProbes - toggleState - togglefun - togglep - togglez - togroup - togrouplength - togrouprank - tojson - tojulian - tokenize - tokenize_file - tokenize_string - tokenizer_csv - tokenizer_delim - tokenizer_fwf - tokenizer_line - tokenizer_log - tokenizer_tsv - tokenizer_ws - tolEllipsePlot - tolerance - tolower - tomogplot - tonedata - tools - topBottom - topBottomDistribute - topGO - topGSA - topKEGG - topPage - topRUV - topRomer - topSplice - topSpliceDGE - topTable - topTableF - topTags - topTreat - topVar - top_n - topedges - topenv - topmodels - topns - topns_name - topo - topo.colors - topo_sort - topological.sort - toprab - toptable - tost - total.intensity - totalDepth - totalPenaltySpace - total_correlation - totaleffects - touchFile - touchFile.default - toupper - toxicity - toxocara - tpm - tpr - tr - trace - traceOff - traceOn - traceback - tracemem - traceplot - tracingState - track - trackAzimuth - trackList - trackName - trackNames - trackViewer - trackViewerStyle - tracker - trafo - train - trainControl - trainCurveELBO - trainCurveFactors - train_continuous - train_discrete - traits - traits_callaway - trans - trans3d - trans_breaks - trans_format - trans_new - trans_range - transace - transcan - transcript - transcriptLengths - transcriptLocs2refLocs - transcriptWidths - transcripts - transcriptsBy - transcriptsByOverlaps - transf - transform - transform.data.frame - transform.default - transformDfToGr - transformGRangesForEvenSpace - transformToBarInCircle - transformToCircle - transformToDf - transformToGenome - transformToLinkInCircle - transformToRectInCircle - transformToSegInCircle - transform_position - transformx - transitive.closure - transitivity - translate - translateLocalUrl - transmute - transmute_ - transmute_all - transmute_at - transmute_if - transparent - transplant - transpose - trap.rule - trapezint - trapz - treat - tree - treeInfo - treeLevels - treePop - treebagFuncs - treebagGA - treebagSA - treebagSBF - treering - trees - trellis.currentLayout - trellis.device - trellis.focus - trellis.grobname - trellis.last.object - trellis.panelArgs - trellis.par.get - trellis.par.set - trellis.strip.blank - trellis.switchFocus - trellis.unfocus - trellis.vpname - trend.ebam - trend.stat - trendVar - trex - tri.ineq.show - triad.census - triadCensus - triad_census - triangMtd - triangMtds - triangleFixing - triangles - triax.abline - triax.fill - triax.frame - triax.plot - triax.points - tribble - tribolium - trichol - tricubeMovingAverage - trie - trie_add - trie_remove - triebeard - trigamma - trigammaInverse - tril - trim - trim.default - trimEnds - trimLRPatterns - trimSum - trimTails - trimTailw - trimWhiteSpace - trimcluster - trimesh - trimkmeans - trimod - trimws - trind.generator - trinucleotideFrequency - triogram.fidelity - triogram.penalty - triplet - tritan - tritanomaly_cvd - triu - trls.influence - trmat - true - truegain - truehist - truelength - trunc - trunc.Date - trunc.POSIXt - truncPOSIXt - trunc_hms - trunc_mat - truncate - truncate.connection - try - try.flare - tryCatch - tryNULL - tryNew - try_capture_stack - try_default - try_silent - tryapply - tryget - trypanosome - ts - ts.intersect - ts.plot - ts.union - tsSmooth - tsboot - tsdiag - tsearch - tsearchn - tsne - tsort - tsp - tstrsplit - tsxpos - tt_alzh - tt_alzh_BA36 - tt_alzh_BA44 - ttest - ttheme - ttheme_default - ttheme_minimal - ttkbutton - ttkcheckbutton - ttkcombobox - ttkentry - ttkframe - ttklabel - ttklabelframe - ttkmenubutton - ttknotebook - ttkpanedwindow - ttkprogressbar - ttkradiobutton - ttkscale - ttkscrollbar - ttkseparator - ttksizegrip - ttkspinbox - ttktreeview - ttperm - tufte_handout - tukey.biweight - tukeyChi - tukeyPermutes - tukeyPsi1 - tukeyT - tukeyTexture - tukeybiweight - tuna - tune - tune.control - tune.knn - tune.nnet - tune.randomForest - tune.rpart - tune.svm - tvdepfn - tw - tweak - tweedie - twindata - twitter_spambots - twlss - two.colors - two2one - twoClassSim - twoClassSummary - twoGroups - twoWayAlphabetFrequency - twoord.plot - twoord.stackplot - twostage - twostageCV - twostepsva.build - twowayFX - txhousing - tximport - txtInt - txtLabel - txtMergeLines - txtProgressBar - txtPval - txtRound - type - type.convert - typeIIIc - typeIIa - typeIIb - typeIIc - typeIId - typeIVc - typeIa - typeIas - typeIb - typeIbs - typeIc - typeIcs - typeId - typeIds - typeOfClass - typeOfClass.default - type_convert - type_sum - typeof - tz - u.Datumvonheute - u.assign0 - u.boxplot.x - u.date - u.datumdecode - u.get0 - u.log - u.sys - uccle - ucscGenomes - ucscSchema - ucscTableQuery - ucscTrackModes - ucsc_release - ucv - udca - ugraph - ugraphOld - uh - uiOutput - ui_code - ui_code_block - ui_done - ui_field - ui_info - ui_line - ui_nope - ui_oops - ui_path - ui_stop - ui_todo - ui_value - ui_warn - ui_yeah - uis - ultrametric - un86 - unByteCode - unByteCodeAssign - unPaste - unRematchDefinition - unaligned - unattr - unbox - unbranch - unbuild.charmatrix - uncbind - uncerPlot - unclass - unclass_dend - unconstrain_pars - uncount - undebug - undebug.all - undebug.lr - undebug_fseq - undebugcall - underline - undim - undirected_graph - undoc - unemp - unemployment - unfactor - unfold.tree - unfold_tree - ungroup - unhandled_ctl - unidim - unif - uniform.lvm - unimodal.ind - unincidence - uninstall - uninstall_tinytex - union - union.Vector - unionSpatialPolygons - union_all - uniqTsparse - unique - unique.DataTable - unique.POSIXlt - unique.Vector - unique.array - unique.data.frame - unique.default - unique.matrix - unique.multiPhylo - unique.numeric_version - unique.rlepack - unique.warnings - uniqueAnnotationCategory - uniqueFilter - uniqueL - uniqueLetters - uniqueN - uniqueRegions - uniqueTargets - uniquecombs - uniquegenelist - uniroot - unit - unit.c - unit.length - unit.pmax - unit.pmin - unit.rep - unit.test - unitScale - unit_format - unitdeviance.digamma - unite - unite_ - units - units.difftime - universe - universeBuilder - universeCounts - universeGeneIds - universeMappedCount - unix.time - unknownToNA - unlink - unlist - unlist2 - unlist_ - unlist_list_of_XVectorList - unlist_with_sep - unload - unload.Package - unloadNamespace - unlockBinding - unmap - unmapDriveOnWindows - unmapDriveOnWindows.System - unmasked - unmatrix - unmethylated - unmethylated.N - unmix - unname - unnest - unnest_ - unpack - unrollZGrid - unroot - unroot.multiPhylo - unroot.phylo - unrooted.xy - unrowname - unscale - unserialize - unserializeJSON - unspecified - unsplit - unsplit_list_of_XVectorList - unstack - unstrand - unstrsplit - untangle - untangle.specials - untangle_DendSer - untangle_labels - untangle_random_search - untangle_step_rotate_1side - untangle_step_rotate_2side - untar - untrace - untracemem - unwrap - unwrap.array - unwrap.data.frame - unwrap.default - unwrap.matrix - unwrapdups - unz - unzip - unzip_process - uobyqa - upData - upDate.bgcorrect.methods - upDate.express.summary.stat.methods - upDate.generateExprSet.methods - upDate.normalize.AffyBatch.methods - upDate.pmcorrect.methods - upFirst - upRight - upSample - upViewport - update - update.FileProgressBar - update.ProgressBar - update.TextStatusBar - update.default - update.dev.pkg - update.formula - update.list - update.packageStatus - update.packages - update.spam.chol.NgPeyton - updateActionButton - updateCaption - updateCheckboxGroupInput - updateCheckboxInput - updateColourInput - updateDateInput - updateDateRangeInput - updateDialog - updateEnsDb - updateGenes - updateGraph - updateGroup - updateLabel - updateLabels - updateLabels.TextStatusBar - updateMe - updateMu - updateNavbarPage - updateNavlistPanel - updateNumericInput - updateObject - updateObjectFromSlots - updateObjectTo - updateOldESet - updateOptions - updateOptions.character - updateOptions.default - updateQueryString - updateR - updateRadioButtons - updateRegistry - updateSCESet - updateSearch - updateSelectInput - updateSelectizeInput - updateSliderInput - updateSymbolsToValidKeys - updateTabItems - updateTabsetPanel - updateTextAreaInput - updateTextInput - updateVarSelectInput - updateVarSelectizeInput - updateWts - update_aliases_tmp - update_all - update_geom_defaults - update_labels - update_list - update_packages - update_pkg_po - update_role - update_stat_defaults - updatelvm - updown - upgrade - upgrade_graph - upload - upload_file - upload_ftp - upload_win_builder - upper.to.lower.tri.inds - upper.tri - upper.tri.spam - upperTriangle - uppertriangle - upset - upsetSamples - upsetplot - upstream - upweightSummit - uq - uqf - uqs - uri - urine - url - url.exists - url.show - urlEncodePath - urlModal - url_absolute - url_build - url_compose - url_decode - url_encode - url_escape - url_ok - url_parse - url_relative - url_success - url_unescape - urls - urltools - us.cities - us_american - usaMapEnv - usage - uscrime_SvsN - use - use.default - useBigMemoryPWMEnrich - useDataset - useDevel - useEnsembl - useMart - useMySQL - useOuterStrips - useRepos - useShinyjs - use_addin - use_apl2_license - use_appveyor - use_article - use_badge - use_binder_badge - use_bioc_badge - use_blank_slate - use_build_ignore - use_c - use_cc0_license - use_ccby_license - use_citation - use_code_of_conduct - use_conflicted - use_course - use_coverage - use_covr_ignore - use_cran_badge - use_cran_comments - use_data - use_data_raw - use_depsy_badge - use_description - use_description_defaults - use_dev_package - use_dev_version - use_devtools - use_directory - use_git - use_git_config - use_git_credentials - use_git_hook - use_git_ignore - use_git_protocol - use_git_remote - use_github - use_github_labels - use_github_links - use_github_release - use_gitlab_ci - use_gpl3_license - use_lgpl_license - use_lifecycle_badge - use_logo - use_mit_license - use_namespace - use_news_md - use_package - use_package_doc - use_partial_warnings - use_pipe - use_pkgdown - use_pkgdown_travis - use_proxy - use_r - use_rcpp - use_rcpp_armadillo - use_rcpp_eigen - use_readme_md - use_readme_rmd - use_release_issue - use_reprex - use_revdep - use_rmarkdown_template - use_roxygen_md - use_rstudio - use_series - use_spell_check - use_template - use_test - use_testthat - use_tibble - use_tidy_ci - use_tidy_coc - use_tidy_contributing - use_tidy_description - use_tidy_eval - use_tidy_github - use_tidy_issue_template - use_tidy_labels - use_tidy_release_test_env - use_tidy_style - use_tidy_support - use_tidy_thanks - use_tidy_versions - use_tinytex - use_travis - use_tutorial - use_usethis - use_version - use_vignette - usedChromGenes - usedGO - userData - userDictionariesPath - userIs - userQuery - user_agent - user_ids - users - uses - uses.Interface - uses.character - uses_testthat - usethis - using_collate - using_dir - using_env - using_envvar - using_lib - using_libpaths - using_locale - using_options - using_par - using_path - uspop - uspop2 - utest - utestFramework - utestPath - utf8 - utf8ToInt - utf8_encode - utf8_format - utf8_normalize - utf8_print - utf8_valid - utf8_width - utils - v1_ggmatrix_theme - vaggregate - vague_dt - valid.just - valid.n - validCell - validCigar - validCol - validDGEList - validDetails - validEnc - validGraph - validMsg - validNames - validObject - validRow - validSlotNames - validTaxIds - validUTF8 - validate - validate.SmartComments - validate.VComments - validateCssUnit - validateGXL - validateIndices - validate_spam - validate_that - validate_tibble - validationplot - validity - validspamobject - value - valueBox - valueBoxOutput - valueLabel - valueName - valueTags - valueUnit - value_slice - valueofstocks - values - vanDerCorput - vanilladot - vapply - var - var.inner - var.jack - var.linear - var.na - var.norMix - var.spam - var.test - varComb - varCompPhylip - varConstPower - varDiff - varExp - varFNCHypergeo - varFilter - varFit - varFit.DGEList - varFit.MethylSet - varFit.default - varFixed - varFunc - varIdent - varImp - varLabels - varMFNCHypergeo - varMWNCHypergeo - varMetadata - varPower - varSelectInput - varSelectizeInput - varSummary - varWNCHypergeo - varWeights - var_imp - var_seq - varclus - varcomp - varfun.digamma - variable.names - variance - varianceStabilizingTransformation - variance_adjust - variances - variantReport - varimax - varimin - variogram - varmetric - varnames - vars - vars_pull - vars_rename - vars_select - vars_select_helpers - varset - varying_args - vaso - vb - vcapply - vcat - vcfFixed - vcfGeno - vcfInfo - vcfSamples - vcfTrimEmpty - vcfWhich - vclass - vcount - vcountPDict - vcountPattern - vcov - vcov.gam - vcov.segmented - vcovAdj - vcovAdj.lmerMod - vcovAdj.mer - vcovAdj0 - vcovAdj16_internal - vctrs - vcv - vcv.corPhyl - vcv.phylo - vcv2phylo - vec - vec_arith - vec_arith.Date - vec_arith.POSIXct - vec_arith.difftime - vec_arith.logical - vec_arith.numeric - vec_arith_base - vec_assert - vec_c - vec_cast - vec_cast.Date - vec_cast.POSIXct - vec_cast.POSIXlt - vec_cast.character - vec_cast.data.frame - vec_cast.difftime - vec_cast.double - vec_cast.factor - vec_cast.integer - vec_cast.list - vec_cast.logical - vec_cast.vctrs_list_of - vec_cast_common - vec_cbind - vec_compare - vec_count - vec_data - vec_depth - vec_dim - vec_dims - vec_duplicate_any - vec_duplicate_detect - vec_duplicate_id - vec_empty - vec_equal - vec_equal_na - vec_in - vec_list_cast - vec_match - vec_math - vec_math_base - vec_na - vec_proxy_compare - vec_proxy_equal - vec_ptype - vec_ptype_abbr - vec_ptype_full - vec_rbind - vec_recycle - vec_recycle_common - vec_restore - vec_size - vec_size_common - vec_slice - vec_type - vec_type2 - vec_type2.Date - vec_type2.POSIXt - vec_type2.character - vec_type2.data.frame - vec_type2.difftime - vec_type2.double - vec_type2.factor - vec_type2.integer - vec_type2.list - vec_type2.logical - vec_type2.ordered - vec_type2.tbl_df - vec_type2.vctrs_list_of - vec_type2.vctrs_unspecified - vec_type_common - vec_type_finalise - vec_unique - vec_unique_count - vec_unique_loc - vec_unspecified_cast - vech - vech2mat - vecmat - vecnorm - vecseq - vector - vector.averaging - vector2string - vectorField - vector_dc - venice - venice2 - venn - venn.diagram - vennCounts - vennDiagram - vennPlot - vennlist - vennpie - vennplot - vennplot.peakfile - verbatimTextOutput - verbose - verifyAvailable - veronica - version - versionInfo - vertebral_column - vertex - vertex.attributes - vertex.connectivity - vertex.disjoint.paths - vertex.shapes - vertex_attr - vertex_attr_names - vertex_connectivity - vertex_disjoint_paths - verticalLayout - vertices - veteran - veteran_lung_cancer - vgQ.bimin - vgQ.targetQ - vgQ.varimin - vgram - vgram.matrix - vi - viapply - view - viewApply - viewMaxs - viewMeans - viewMins - viewNames - viewRangeMaxs - viewRangeMins - viewRd - viewSums - viewTracks - viewWhichMaxs - viewWhichMins - viewer - viewport - viewport.layout - viewport.transform - vif - vigbib - vignette - vignetteDepends - vignetteEngine - vignetteMakefile - violinBy - violin_plot - vipor - viridis - viridis.map - viridisLite - viridis_pal - virtual - virtual.default - vis.gam - visible - visualize - vlapply - vmatchPDict - vmatchPattern - vmembers - vmessage - vnapply - volcano - volcanoplot - volume - voom - voomWithQualityWeights - vooma - voomaByGroup - votep - votes.repub - vowel_MvsF - vpList - vpPath - vpPlot - vpStack - vpTree - vrange - vsn - vsn2 - vsnMatrix - vsnrma - vss - vst - vwhichPDict - wIQR - waders - wages - wagnerGrowth - waic - waic.array - waic.function - waic.matrix - wait - waitForJobs - waiver - waldTest - waldtest - waldtest.default - walk - walk2 - walkAST - walkCode - walktrap.community - wapply - warn_for_status - warn_lossy_cast - warning - warningCondition - warningf - warnings - warnings.Verbose - warnings.default - warp - warpArea - warpbreaks - wateRmelon - waterdist - watts.strogatz.game - wcrossprod - wd - wday - week - weekdays - weekdays.Date - weekdays.POSIXt - weeks - weibull.lvm - weibullRMM_SEM - weight.taxo - weight.taxo2 - weightByConfi - weighted.hist - weighted.mean - weighted.median - weighted.residuals - weightedCondLogLikDerDelta - weightedLowess - weightedMad - weightedMean - weightedMedian - weightedSd - weightedVar - weighted_pvalues - weightplots - weights - weights.psis - weightsOutlierMethod - welding - wellPanel - well_numbered - wendland.cov - wendland.eval - wendland.image.cov - wfu - wgt.himedian - whatACC - whatcdf - when - where - which - which.debug - which.edge - which.first - which.is.max - which.isMatchingAt - which.isMatchingEndingAt - which.isMatchingStartingAt - which.last - which.max - which.max.image - which.max.matrix - which.min - which.names - which.packet - whichAlgorithms - whichAsIRanges - whichClosePW - whichClosek - whichClosest - whichFirstNotNormal - whichFormat - whichNames - whichPDict - whichTests - whichVector - whichVector.logical - whichVector.matrix - which_leaf - which_loop - which_multiple - which_mutual - which_nearest - which_node - whiches.max - whiches.min - whisker - whisker.escape - whisker.render - whiskey - white - whitepoint - whiteside - who - wideByFactor - wideFormat - widekernelpls.fit - widget.TwoSamples - widget.mapGeneInfo - widget.marrayInfo - widget.marrayLayout - widget.marrayRaw - width - width.SJ - width0 - widthDetails - wigToBigWig - wilc.ebam - wilc.stat - wilcox.test - wilcoxGST - wilkinson - wilkinsonp - winbuild - wind - window - window.LLint - window.Vector - windowCounts - windows_quote - wine - wine_1vs2 - wine_1vs3 - wine_2vs3 - wines - winsor - winsor.mean - winsor.means - winsor.sd - winsor.var - wireframe - with - with.default - withAutoprint - withCallingHandlers - withCapture - withLocale - withLogErrors - withMathJax - withOptions - withProgress - withReactiveDomain - withRepos - withRestarts - withSeed - withSink - withSpinner - withTags - withTimeout - withVisible - with_ - with_bmp - with_build_tools - with_cairo_pdf - with_cairo_ps - with_collate - with_config - with_connection - with_db_connection - with_debug - with_dh - with_dir - with_drl - with_edge_ - with_environment - with_envvar - with_ext - with_file - with_fr - with_gem - with_graph_ - with_graphopt - with_igraph_opt - with_jpeg - with_kk - with_lgl - with_libpaths - with_locale - with_makevars - with_mds - with_message_sink - with_namespace - with_options - with_order - with_output_sink - with_package - with_par - with_path - with_pdf - with_png - with_postscript - with_preserve_seed - with_process_cleanup - with_project - with_promise_domain - with_seed - with_sugiyama - with_svg - with_temp_libpaths - with_tempfile - with_tiff - with_tz - with_vars - with_verbose - with_vertex_ - with_xfig - within - within.data.frame - within.list - withinBetween - withinss - withoutGString - without_attr - without_cache - without_compiler - without_loops - without_multiples - withr - wkappa - wkde - wkm - wmsg - wnote - women - wood - woodmouse - wool - word - word_document - words - workdir - worksheetOrder - world - world.cities - world.color - world.dat - world.land - 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- - - - - - - - \ No newline at end of file diff --git a/.idea/modules.xml b/.idea/modules.xml deleted file mode 100644 index b3fa723..0000000 --- a/.idea/modules.xml +++ /dev/null @@ -1,8 +0,0 @@ - - - - - - - - \ No newline at end of file diff --git a/.idea/scaden.iml b/.idea/scaden.iml deleted file mode 100644 index 3a4807d..0000000 --- a/.idea/scaden.iml +++ /dev/null @@ -1,13 +0,0 @@ - - - - - - - - - - - - \ No newline at end of file diff --git a/.idea/vcs.xml b/.idea/vcs.xml deleted file mode 100644 index 94a25f7..0000000 --- a/.idea/vcs.xml +++ /dev/null @@ -1,6 +0,0 @@ - - - - - - \ No newline at end of file diff --git a/conda.recipe/meta.yaml b/conda.recipe/meta.yaml deleted file mode 100644 index e2a4630..0000000 --- a/conda.recipe/meta.yaml +++ /dev/null @@ -1,55 +0,0 @@ -{% set data = load_setup_py_data() %} - -package: - name: 'scaden' - version: {{ data.get('version') }} - -source: - path: .. - -build: - number: 0 - script: pip install . --no-deps --ignore-installed --no-cache-dir - noarch: python - script_env: - - COVERAGE_DIR - -requirements: - host: - - python {{ python }} - - pip - - twine - run: - - python {{ python }} - - pandas - - numpy - - scikit-learn - - anndata - - tensorflow >=2.0 - - scanpy - - tqdm - - click - -test: - requires: - - coverage -# source_files: -# - .coveragerc - commands: - - scaden --help - - -# tests fail because of tesnorflow, commenting out -#test: -# commands: -# - scaden --help - -about: - home: https://github.com/KevinMenden/scaden - license: MIT - summary: Cell type deconvolution using single cell data - -extra: - skip-lints: - - missing_tests - diff --git a/environment.yml b/environment.yml index c96be71..515d843 100644 --- a/environment.yml +++ b/environment.yml @@ -5,6 +5,6 @@ channels: - defaults - conda-forge dependencies: - - scaden=0.9.0=py_0 + - scaden=0.9.4=py_0 prefix: /home/kevin/anaconda3/envs/scaden diff --git a/scaden/__init__.py b/scaden/__init__.py index e69de29..415b1b5 100644 --- a/scaden/__init__.py +++ b/scaden/__init__.py @@ -0,0 +1,3 @@ +import pkg_resources + +__version__ = pkg_resources.get_distribution("scaden").version \ No newline at end of file diff --git a/scaden/__main__.py b/scaden/__main__.py index bbad801..94c0286 100644 --- a/scaden/__main__.py +++ b/scaden/__main__.py @@ -1,5 +1,148 @@ -from scaden.cli import main +import click +import scaden +from scaden.scaden_main import training, prediction, processing +""" + +author: Kevin Menden + +This is the main file for executing the Scaden program. +""" + + + +def main(): + text = """ + ____ _ + / ___| ___ __ _ __| | ___ _ __ + \___ \ / __/ _` |/ _` |/ _ \ '_ \ + ___) | (_| (_| | (_| | __/ | | | + |____/ \___\__,_|\__,_|\___|_| |_| + + """ + click.echo(click.style(text, fg='blue')) + cli() + if __name__ == '__main__': main() + +""" +Set up the command line client with different commands to execute +""" + + +@click.group() +@click.version_option(scaden.__version__) +def cli(): + pass + +""" +Training mode +""" +@cli.command() +@click.argument( + 'data_path', + type = click.Path(exists=True), + required = True, + metavar = '' +) +@click.option( + '--train_datasets', + default = '', + help = 'Datasets used for training. Uses all by default.' +) +@click.option( + '--model_dir', + default = "./", + help = 'Path to store the model in' +) +@click.option( + '--batch_size', + default = 128, + help = 'Batch size to use for training. Default: 128' +) +@click.option( + '--learning_rate', + default = 0.0001, + help = 'Learning rate used for training. Default: 0.0001' +) +@click.option( + '--steps', + default = 5000, + help = 'Number of training steps' +) +def train(data_path, train_datasets, model_dir, batch_size, learning_rate, steps): + """ Train a cdn model """ + training(data_path=data_path, + train_datasets=train_datasets, + model_dir=model_dir, + batch_size=batch_size, + learning_rate=learning_rate, + num_steps=steps) + + +""" +Prediction mode +""" +@cli.command() +@click.argument( + 'data_path', + type = click.Path(exists=True), + required = True, + metavar = '' +) +@click.option( + '--model_dir', + default = "./", + help = 'Path to trained model' +) +@click.option( + '--outname', + default = "scaden_predictions.txt", + help = 'Name of predictions file.' +) +def predict(data_path, model_dir, outname): + """ cdn prediction using a trained model """ + prediction(model_dir=model_dir, + data_path=data_path, + out_name=outname) + + + +""" +Processing mode +""" +@cli.command() +@click.argument( + 'data_path', + type = click.Path(exists=True), + required = True, + metavar = '' +) +@click.argument( + 'prediction_data', + type = click.Path(exists=True), + required = True, + metavar = '' +) +@click.option( + '--processed_path', + default = "processed.h5ad", + help = 'Path of processed file. Must end with .h5ad' +) +@click.option( + '--var_cutoff', + default = 0.1, + help = 'Filter out genes with a variance less than the specified cutoff. A low cutoff is recommended,' + 'this should only remove genes that are obviously uninformative.' +) +def process(data_path, prediction_data, processed_path, var_cutoff): + """ Process a dataset for training """ + processing(data_path=prediction_data, + training_data=data_path, + processed_path=processed_path, + var_cutoff=var_cutoff + ) + + diff --git a/scaden/cli.py b/scaden/cli.py deleted file mode 100644 index f4ab6ba..0000000 --- a/scaden/cli.py +++ /dev/null @@ -1,138 +0,0 @@ -""" -cdn Command Line Interface -author: Kevin Menden, DZNE Tübingen - -This is the main file for executing the cdn program. -""" - -# imports -import click -import scaden -from scaden.scaden_main import training, prediction, processing - -@click.group() -@click.version_option('1.0.0') -def cli(): - pass - - -""" -Training mode -""" -@cli.command() -@click.argument( - 'data_path', - type = click.Path(exists=True), - required = True, - metavar = '' -) -@click.option( - '--train_datasets', - default = '', - help = 'Datasets used for training. Uses all by default.' -) -@click.option( - '--model_dir', - default = "./", - help = 'Path to store the model in' -) -@click.option( - '--batch_size', - default = 128, - help = 'Batch size to use for training. Default: 128' -) -@click.option( - '--learning_rate', - default = 0.0001, - help = 'Learning rate used for training. Default: 0.0001' -) -@click.option( - '--steps', - default = 20000, - help = 'Number of training steps' -) -def train(data_path, train_datasets, model_dir, batch_size, learning_rate, steps): - """ Train a cdn model """ - training(data_path=data_path, - train_datasets=train_datasets, - model_dir=model_dir, - batch_size=batch_size, - learning_rate=learning_rate, - num_steps=steps) - - -""" -Prediction mode -""" -@cli.command() -@click.argument( - 'data_path', - type = click.Path(exists=True), - required = True, - metavar = '' -) -@click.option( - '--model_dir', - default = "./", - help = 'Path to trained model' -) -@click.option( - '--outname', - default = "scaden_predictions.txt", - help = 'Name of predictions file.' -) -def predict(data_path, model_dir, outname): - """ cdn prediction using a trained model """ - prediction(model_dir=model_dir, - data_path=data_path, - out_name=outname) - - - -""" -Processing mode -""" -@cli.command() -@click.argument( - 'data_path', - type = click.Path(exists=True), - required = True, - metavar = '' -) -@click.argument( - 'prediction_data', - type = click.Path(exists=True), - required = True, - metavar = '' -) -@click.option( - '--processed_path', - default = "processed.h5ad", - help = 'Path of processed file. Must end with .h5ad' -) -@click.option( - '--var_cutoff', - default = 0.1, - help = 'Filter out genes with a variance less than the specified cutoff. A low cutoff is recommended,' - 'this should only remove genes that are obviously uninformative.' -) -def process(data_path, prediction_data, processed_path, var_cutoff): - """ Process a dataset for training """ - processing(data_path=prediction_data, - training_data=data_path, - processed_path=processed_path, - var_cutoff=var_cutoff - ) - -def main(): - text = """ - ____ _ - / ___| ___ __ _ __| | ___ _ __ - \___ \ / __/ _` |/ _` |/ _ \ '_ \ - ___) | (_| (_| | (_| | __/ | | | - |____/ \___\__,_|\__,_|\___|_| |_| - - """ - click.echo(click.style(text, fg='blue')) - cli() - diff --git a/scripts/scaden b/scripts/scaden deleted file mode 100755 index 54b3faa..0000000 --- a/scripts/scaden +++ /dev/null @@ -1,14 +0,0 @@ -#!/usr/bin/env python - -""" -cdn Command Line Interface -author: Kevin Menden, DZNE Tübingen - -This is the main file for executing the cdn program. -""" - -from scaden.cli import main - -if __name__ == '__main__': - main() - diff --git a/setup.py b/setup.py index c4d5c09..cb06aa8 100644 --- a/setup.py +++ b/setup.py @@ -22,7 +22,7 @@ author_email='kevin.menden@t-online.de', url='https://github.com/KevinMenden/scaden', license="MIT License", - scripts=['scripts/scaden'], + entry_points={"console_scripts": ["scaden=scaden.__main__:main"]}, packages=find_packages(), include_package_data=True, python_requires='>3.6.0', From 33d27e68ce80746f6aaf5eae95bade2ce5e15df1 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 07:44:50 +0100 Subject: [PATCH 2/9] got rid of scaden_main.py --- .vscode/settings.json | 3 + CHANGELOG.md | 8 +- scaden/scaden/__init__.py | 0 scaden/scaden/prediction.py | 82 +++++++++++++++++++ scaden/scaden/processing.py | 37 +++++++++ scaden/{scaden_main.py => scaden/training.py} | 74 +---------------- 6 files changed, 129 insertions(+), 75 deletions(-) create mode 100644 .vscode/settings.json create mode 100644 scaden/scaden/__init__.py create mode 100644 scaden/scaden/prediction.py create mode 100644 scaden/scaden/processing.py rename scaden/{scaden_main.py => scaden/training.py} (52%) diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..79b73ce --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,3 @@ +{ + "python.pythonPath": "/home/kevin/anaconda3/envs/scaden/bin/python" +} \ No newline at end of file diff --git a/CHANGELOG.md b/CHANGELOG.md index 9a7a644..bc2d954 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -1,5 +1,9 @@ # Scaden Changelog +## v0.9.5 + +* changed CLI calling + ## v0.9.4 * fixed dependencies (added python>=3.6 requirement) @@ -21,10 +25,10 @@ ## v0.9.0 -Initial release of the CDN deconvolution package. +Initial release of the Scaden deconvolution package. Commands: * `scaden process`: Process a training dataset for training -* `scaden train`: Train a CDN model +* `scaden train`: Train a Scaden model * `scaden predict`: Predict cell type compositions of a given sample \ No newline at end of file diff --git a/scaden/scaden/__init__.py b/scaden/scaden/__init__.py new file mode 100644 index 0000000..e69de29 diff --git a/scaden/scaden/prediction.py b/scaden/scaden/prediction.py new file mode 100644 index 0000000..01defd2 --- /dev/null +++ b/scaden/scaden/prediction.py @@ -0,0 +1,82 @@ +""" +scaden Main functionality + +Contains code to +- process a training datasets +- train a model +- perform predictions + +""" + +# Imports +import tensorflow as tf +from anndata import read_h5ad +from scaden.model.architectures import architectures +from scaden.model.scaden import Scaden + +""" +PARAMETERS +""" +# ==========================================# + +# Extract architectures +M256_HIDDEN_UNITS = architectures['m256'][0] +M512_HIDDEN_UNITS = architectures['m512'][0] +M1024_HIDDEN_UNITS = architectures['m1024'][0] +M256_DO_RATES = architectures['m256'][1] +M512_DO_RATES = architectures['m512'][1] +M1024_DO_RATES = architectures['m1024'][1] + + +# ==========================================# + + +def prediction(model_dir, data_path, out_name): + """ + Perform prediction using a trained scaden ensemble + :param model_dir: the directory containing the models + :param data_path: the path to the gene expression file + :param out_name: name of the output prediction file + :return: + """ + + # Small model predictions + tf.compat.v1.reset_default_graph() + with tf.compat.v1.Session() as sess: + cdn256 = Scaden(sess=sess, + model_dir=model_dir + "/m256", + model_name='m256') + cdn256.hidden_units = M256_HIDDEN_UNITS + cdn256.do_rates = M256_DO_RATES + + # Predict ratios + preds_256 = cdn256.predict(input_path=data_path, out_name='scaden_predictions_m256.txt') + + + # Mid model predictions + tf.compat.v1.reset_default_graph() + with tf.compat.v1.Session() as sess: + cdn512 = Scaden(sess=sess, + model_dir=model_dir+"/m512", + model_name='m512') + cdn512.hidden_units = M512_HIDDEN_UNITS + cdn512.do_rates = M512_DO_RATES + + # Predict ratios + preds_512 = cdn512.predict(input_path=data_path, out_name='scaden_predictions_m512.txt') + + # Large model predictions + tf.compat.v1.reset_default_graph() + with tf.compat.v1.Session() as sess: + cdn1024 = Scaden(sess=sess, + model_dir=model_dir+"/m1024", + model_name='m1024') + cdn1024.hidden_units = M1024_HIDDEN_UNITS + cdn1024.do_rates = M1024_DO_RATES + + # Predict ratios + preds_1024 = cdn1024.predict(input_path=data_path, out_name='scaden_predictions_m1024.txt') + + # Average predictions + preds = (preds_256 + preds_512 + preds_1024) / 3 + preds.to_csv(out_name, sep="\t") diff --git a/scaden/scaden/processing.py b/scaden/scaden/processing.py new file mode 100644 index 0000000..3debd4c --- /dev/null +++ b/scaden/scaden/processing.py @@ -0,0 +1,37 @@ +""" +scaden Main functionality + +Contains code to +- process a training datasets +- train a model +- perform predictions + +""" + +# Imports +import tensorflow as tf +from anndata import read_h5ad +from scaden.model.functions import get_signature_genes, preprocess_h5ad_data + +""" +PARAMETERS +""" +# ==========================================# + +def processing(data_path, training_data, processed_path, var_cutoff): + """ + Process a training dataset to contain only the genes also available in the prediction data + :param data_path: path to prediction data + :param training_data: path to training data (h5ad file) + :param processed_path: name of processed file + :return: + """ + # Get the common genes (signature genes) + raw_input = read_h5ad(training_data) + sig_genes_complete = list(raw_input.var_names) + sig_genes = get_signature_genes(input_path=data_path, sig_genes_complete=sig_genes_complete, var_cutoff=var_cutoff) + + # Pre-process data with new signature genes + preprocess_h5ad_data(raw_input_path=training_data, + processed_path=processed_path, + sig_genes=sig_genes) diff --git a/scaden/scaden_main.py b/scaden/scaden/training.py similarity index 52% rename from scaden/scaden_main.py rename to scaden/scaden/training.py index e09acc1..538863b 100644 --- a/scaden/scaden_main.py +++ b/scaden/scaden/training.py @@ -13,7 +13,6 @@ from anndata import read_h5ad from scaden.model.architectures import architectures from scaden.model.scaden import Scaden -from scaden.model.functions import get_signature_genes, preprocess_h5ad_data """ PARAMETERS @@ -28,7 +27,6 @@ M512_DO_RATES = architectures['m512'][1] M1024_DO_RATES = architectures['m1024'][1] - # ==========================================# @@ -94,74 +92,4 @@ def training(data_path, train_datasets, model_dir, batch_size, learning_rate, nu cdn1024.train(input_path=data_path, train_datasets=train_datasets) del cdn1024 - print("Training finished.") - - -def prediction(model_dir, data_path, out_name): - """ - Perform prediction using a trained scaden ensemble - :param model_dir: the directory containing the models - :param data_path: the path to the gene expression file - :param out_name: name of the output prediction file - :return: - """ - - # Small model predictions - tf.compat.v1.reset_default_graph() - with tf.compat.v1.Session() as sess: - cdn256 = Scaden(sess=sess, - model_dir=model_dir + "/m256", - model_name='m256') - cdn256.hidden_units = M256_HIDDEN_UNITS - cdn256.do_rates = M256_DO_RATES - - # Predict ratios - preds_256 = cdn256.predict(input_path=data_path, out_name='scaden_predictions_m256.txt') - - - # Mid model predictions - tf.compat.v1.reset_default_graph() - with tf.compat.v1.Session() as sess: - cdn512 = Scaden(sess=sess, - model_dir=model_dir+"/m512", - model_name='m512') - cdn512.hidden_units = M512_HIDDEN_UNITS - cdn512.do_rates = M512_DO_RATES - - # Predict ratios - preds_512 = cdn512.predict(input_path=data_path, out_name='scaden_predictions_m512.txt') - - # Large model predictions - tf.compat.v1.reset_default_graph() - with tf.compat.v1.Session() as sess: - cdn1024 = Scaden(sess=sess, - model_dir=model_dir+"/m1024", - model_name='m1024') - cdn1024.hidden_units = M1024_HIDDEN_UNITS - cdn1024.do_rates = M1024_DO_RATES - - # Predict ratios - preds_1024 = cdn1024.predict(input_path=data_path, out_name='scaden_predictions_m1024.txt') - - # Average predictions - preds = (preds_256 + preds_512 + preds_1024) / 3 - preds.to_csv(out_name, sep="\t") - - -def processing(data_path, training_data, processed_path, var_cutoff): - """ - Process a training dataset to contain only the genes also available in the prediction data - :param data_path: path to prediction data - :param training_data: path to training data (h5ad file) - :param processed_path: name of processed file - :return: - """ - # Get the common genes (signature genes) - raw_input = read_h5ad(training_data) - sig_genes_complete = list(raw_input.var_names) - sig_genes = get_signature_genes(input_path=data_path, sig_genes_complete=sig_genes_complete, var_cutoff=var_cutoff) - - # Pre-process data with new signature genes - preprocess_h5ad_data(raw_input_path=training_data, - processed_path=processed_path, - sig_genes=sig_genes) + print("Training finished.") \ No newline at end of file From cbd62f1bb308e5e1a0e6d77a2d1bb997a02fe3f9 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 09:22:08 +0100 Subject: [PATCH 3/9] added 'scaden simuate' functionality --- README.md | 2 + scaden/__main__.py | 59 ++++++- scaden/preprocessing/bulk_simulation.py | 191 ++++++++++++----------- scaden/preprocessing/create_h5ad_file.py | 132 +++++++--------- scaden/preprocessing/simulate.py | 27 ++++ 5 files changed, 243 insertions(+), 168 deletions(-) create mode 100644 scaden/preprocessing/simulate.py diff --git a/README.md b/README.md index f8ec1da..38151de 100644 --- a/README.md +++ b/README.md @@ -1,5 +1,7 @@ ![Scaden](docs/img/scaden_logo.png) +![MIT](https://anaconda.org/bioconda/scaden/badges/license.svg) +![Install with Bioconda](https://anaconda.org/bioconda/scaden/badges/installer/conda.svg) ## Single-cell assisted deconvolutional network Scaden is a deep-learning based algorithm for cell type deconvolution of bulk RNA-seq samples. It was developed diff --git a/scaden/__main__.py b/scaden/__main__.py index 94c0286..b25b356 100644 --- a/scaden/__main__.py +++ b/scaden/__main__.py @@ -1,6 +1,9 @@ import click import scaden -from scaden.scaden_main import training, prediction, processing +from scaden.scaden.training import training +from scaden.scaden.prediction import prediction +from scaden.scaden.processing import processing +from scaden.preprocessing.simulate import simulation """ author: Kevin Menden @@ -73,7 +76,7 @@ def cli(): help = 'Number of training steps' ) def train(data_path, train_datasets, model_dir, batch_size, learning_rate, steps): - """ Train a cdn model """ + """ Train a Scaden model """ training(data_path=data_path, train_datasets=train_datasets, model_dir=model_dir, @@ -103,7 +106,7 @@ def train(data_path, train_datasets, model_dir, batch_size, learning_rate, steps help = 'Name of predictions file.' ) def predict(data_path, model_dir, outname): - """ cdn prediction using a trained model """ + """ Predict cell type composition using a trained Scaden model""" prediction(model_dir=model_dir, data_path=data_path, out_name=outname) @@ -145,4 +148,54 @@ def process(data_path, prediction_data, processed_path, var_cutoff): var_cutoff=var_cutoff ) +""" +Simulate dataset +""" +@cli.command() +@click.option( + '--out', '-o', + default = './', + help = "Directory to store output files in" +) +@click.option( + '--data', '-d', + default = '.', + help = "Path to scRNA-seq dataset(s)" +) +@click.option( + '--cells', '-c', + default = 100, + help = "Number of cells per sample [default: 100]" +) +@click.option( + '--n_samples', '-n', + default = 1000, + help = "Number of samples to simulate [default: 1000]" +) +@click.option( + '--pattern', + default = "*_norm_counts_all.txt", + help = "File pattern to recognize your processed scRNA-seq count files" +) +@click.option( + '--unknown', '-m', + default = ['unkown'], + help = "Specifiy cell types to merge into the unknown category." +) +@click.option( + '--prefix', '-p', + default = "data", + help = "Prefix to append to training .h5ad file [default: data]" +) +def simulate(out, data, cells, n_samples, pattern, unknown, prefix): + """ Create artificial bulk RNA-seq data from scRNA-seq dataset(s)""" + simulation( + simulate_dir=out, + data_dir=data, + sample_size=cells, + num_samples=n_samples, + pattern=pattern, + unknown_celltypes=unknown, + out_prefix=prefix + ) diff --git a/scaden/preprocessing/bulk_simulation.py b/scaden/preprocessing/bulk_simulation.py index dfeb78a..c1d20f6 100644 --- a/scaden/preprocessing/bulk_simulation.py +++ b/scaden/preprocessing/bulk_simulation.py @@ -8,6 +8,8 @@ import os import argparse import gc +from tqdm import tqdm + def create_fractions(no_celltypes): """ @@ -36,7 +38,9 @@ def create_subsample(x, y, sample_size, celltypes, available_celltypes, sparse=F if sparse: no_keep = np.random.randint(1, len(available_celltypes)) - keep = np.random.choice(list(range(len(available_celltypes))), size=no_keep, replace=False) + keep = np.random.choice( + list(range(len(available_celltypes))), size=no_keep, replace=False + ) available_celltypes = [available_celltypes[i] for i in keep] no_avail_cts = len(available_celltypes) @@ -48,14 +52,14 @@ def create_subsample(x, y, sample_size, celltypes, available_celltypes, sparse=F # Make complete fracions fracs_complete = [0] * len(celltypes) - for i,act in enumerate(available_celltypes): + for i, act in enumerate(available_celltypes): idx = celltypes.index(act) fracs_complete[idx] = fracs[i] artificial_samples = [] for i in range(no_avail_cts): ct = available_celltypes[i] - cells_sub = x.loc[np.array(y['Celltype'] == ct),:] + cells_sub = x.loc[np.array(y["Celltype"] == ct), :] cells_fraction = np.random.randint(0, cells_sub.shape[0], samp_fracs[i]) cells_sub = cells_sub.iloc[cells_fraction, :] artificial_samples.append(cells_sub) @@ -80,33 +84,34 @@ def create_subsample_dataset(x, y, sample_size, celltypes, no_samples): X = [] Y = [] - available_celltypes = list(set(y['Celltype'].tolist())) + available_celltypes = list(set(y["Celltype"].tolist())) # Create normal samples - for i in range(no_samples): - sample, label = create_subsample(x, y, sample_size, celltypes, available_celltypes) + pbar = tqdm(range(no_samples)) + pbar.set_description(desc="Normal samples") + for _ in pbar: + sample, label = create_subsample( + x, y, sample_size, celltypes, available_celltypes + ) X.append(sample) Y.append(label) - if i % 1 == 0: - print(i) # Create sparse samples n_sparse = int(no_samples) - #n_sparse = 0 - for i in range(n_sparse): - sample, label = create_subsample(x, y, sample_size, celltypes, available_celltypes, sparse=True) + pbar = tqdm(range(n_sparse)) + pbar.set_description(desc="Sparse samples") + for _ in pbar: + sample, label = create_subsample( + x, y, sample_size, celltypes, available_celltypes, sparse=True + ) X.append(sample) Y.append(label) - if i % 1 == 0: - print(i) X = pd.concat(X, axis=1).T Y = pd.DataFrame(Y, columns=celltypes) - # Shuffle - #X, Y = shuffle_dataset(X, Y) - return (X, Y) + def filter_for_celltypes(x, y, celltypes): """ Filter data for cells belonging to specified celltypes @@ -115,14 +120,13 @@ def filter_for_celltypes(x, y, celltypes): :param celltypes: :return: """ - cts = list(y['Celltype']) + cts = list(y["Celltype"]) keep = [elem in celltypes for elem in cts] x = x.loc[keep, :] y = y.loc[keep, :] return (x, y) - def shuffle_dataset(x, y): """ Shuffle dataset while keeping x and y in synch @@ -135,6 +139,7 @@ def shuffle_dataset(x, y): y_shuff = y.reindex(idx) return (x_shuff, y_shuff) + def filter_matrix_signature(mat, genes): """ Filter expression matrix using given genes @@ -154,6 +159,7 @@ def filter_matrix_signature(mat, genes): mat = mat[genes] return mat + def load_dataset(name, dir, pattern): """ Load a dataset given its name and the directory @@ -168,6 +174,7 @@ def load_dataset(name, dir, pattern): y = pd.read_table(dir + name + "_celltypes.txt") return (x, y) + def merge_unkown_celltypes(y, unknown_celltypes): """ Merge all unknown celltypes together @@ -176,25 +183,27 @@ def merge_unkown_celltypes(y, unknown_celltypes): :param unknown_celltypes: :return: """ - celltypes = list(y['Celltype']) + celltypes = list(y["Celltype"]) new_celltypes = ["Unknown" if x in unknown_celltypes else x for x in celltypes] - y['Celltype'] = new_celltypes + y["Celltype"] = new_celltypes return y + def collect_celltypes(ys): """ Collect all available celltypes given all dataset labels :param ys: list of dataset labels :return: list of available celltypes """ - ct_list = [list(set(y['Celltype'].tolist())) for y in ys] + ct_list = [list(set(y["Celltype"].tolist())) for y in ys] celltypes = set() for ct in ct_list: celltypes = celltypes.union(set(ct)) celltypes = list(celltypes) return celltypes -def get_common_genes(xs, type='intersection'): + +def get_common_genes(xs, type="intersection"): """ Get common genes for all matrices xs Can either be the union or the intersection (default) of all genes @@ -207,21 +216,22 @@ def get_common_genes(xs, type='intersection'): genes = [set(g) for g in genes] com_genes = genes[0] - if type=='union': + if type == "union": for gi in range(1, len(genes)): com_genes = com_genes.union(genes[gi]) - elif type=='intersection': + elif type == "intersection": for gi in range(1, len(genes)): com_genes = com_genes.intersection(genes[gi]) else: - exit('Wrong type selected to get common genes. Exiting.') + exit("Wrong type selected to get common genes. Exiting.") if len(com_genes) == 0: exit("No common genes found. Exiting.") return list(com_genes) + def generate_signature(x, y): """ Generate signature of matrix using celltypes y @@ -231,9 +241,9 @@ def generate_signature(x, y): """ signature_matrix = [] - celltypes = list(set(y['Celltype'])) + celltypes = list(set(y["Celltype"])) for ct in celltypes: - ct_exp = x.loc[np.array(y['Celltype'] == ct), :] + ct_exp = x.loc[np.array(y["Celltype"] == ct), :] ct_exp = ct_exp.mean(axis=0) signature_matrix.append(ct_exp) @@ -242,68 +252,65 @@ def generate_signature(x, y): return signature_matrix -""" -Main Section -""" - -parser = argparse.ArgumentParser() -parser.add_argument("--cells", type=int, help="Number of cells to use for each sample.", default=100) -parser.add_argument("--samples", "-n", type=int, help="Total number of samples to create for each dataset.", default=8000) -parser.add_argument("--data", type=str, help="Directory containg the datsets", default="/home/kevin/deepcell_project/datasets/PBMCs/processed_data") -parser.add_argument("--out", type=str, help="Output directory", default="./") -parser.add_argument("--pattern", type=str, help="File pattern to use for getting the datasets (default: *_norm_counts_all.txt", default="*_norm_counts_all.txt") -parser.add_argument("--unknown", type=str, help="All cell types to group into unknown", nargs='+', default=['Unknown', 'Unkown', 'Neutrophil', 'Dendritic']) -args = parser.parse_args() - -# Parameters -sample_size = args.cells -num_samples = int(args.samples / 2) # divide by two so half is sparse and half is normal samples -data_path = args.data -out_dir = args.out -pattern = args.pattern -unknown_celltypes = args.unknown - - -# List available datasets -files = glob.glob(data_path + pattern) -files = [os.path.basename(x) for x in files] -datasets = [x.split("_")[0] for x in files] -print("Datasets: " + str(datasets)) - -# Load datasets -xs, ys = [], [] -for i, n in enumerate(datasets): - x, y = load_dataset(n, data_path, pattern=pattern) - xs.append(x) - ys.append(y) - -# Get common gene list -all_genes = get_common_genes(xs, type='intersection') -print("No. of common genes: " + str(len(all_genes))) -xs = [filter_matrix_signature(m, all_genes) for m in xs] - -# Merge unknown celltypes -print("Merging unknown cell types: " + str(unknown_celltypes)) -for i in range(len(ys)): - ys[i] = merge_unkown_celltypes(ys[i], unknown_celltypes) - -# Collect all available celltypes -celltypes = collect_celltypes(ys) -print("Available celltypes: " + str(celltypes)) -pd.DataFrame(celltypes).to_csv(out_dir + "celltypes.txt", sep="\t") - -# Create signature matrices (for use with Cibersort) -sig_mats = [] -for i in range(len(xs)): - sm = generate_signature(xs[i], ys[i]) - sig_mats.append(sm) - -# Create datasets -for i in range(len(xs)): - print("Subsampling " + datasets[i] + "...") - tmpx, tmpy = create_subsample_dataset(xs[i], ys[i], sample_size, celltypes, num_samples) - tmpx.to_csv(out_dir + datasets[i] + "_samples.txt", sep="\t", index=False) - tmpy.to_csv(out_dir + datasets[i] + "_labels.txt", sep="\t", index=False) - gc.collect() - -print("Finished!") +def simulate_bulk( + sample_size, num_samples, data_path, out_dir, pattern, unknown_celltypes +): + """ + Simulate artificial bulk samples from single cell datasets + :param sample_size: number of cells per sample + :param num_samples: number of sample to simulate + :param data_path: path to the data directory + :param out_dir: output directory + :param pattern of the data files + :param unknown_celltypes: which celltypes to merge into the unknown class + """ + + num_samples = int( + num_samples / 2 + ) # divide by two so half is sparse and half is normal samples + + # List available datasets + files = glob.glob(data_path + pattern) + files = [os.path.basename(x) for x in files] + datasets = [x.split("_")[0] for x in files] + print("Datasets: " + str(datasets)) + + # Load datasets + xs, ys = [], [] + for i, n in enumerate(datasets): + x, y = load_dataset(n, data_path, pattern=pattern) + xs.append(x) + ys.append(y) + + # Get common gene list + all_genes = get_common_genes(xs, type="intersection") + print("No. of common genes: " + str(len(all_genes))) + xs = [filter_matrix_signature(m, all_genes) for m in xs] + + # Merge unknown celltypes + print("Merging unknown cell types: " + str(unknown_celltypes)) + for i in range(len(ys)): + ys[i] = merge_unkown_celltypes(ys[i], unknown_celltypes) + + # Collect all available celltypes + celltypes = collect_celltypes(ys) + print("Available celltypes: " + str(celltypes)) + pd.DataFrame(celltypes).to_csv(out_dir + "celltypes.txt", sep="\t") + + # Create signature matrices (for use with Cibersort) + sig_mats = [] + for i in range(len(xs)): + sm = generate_signature(xs[i], ys[i]) + sig_mats.append(sm) + + # Create datasets + for i in range(len(xs)): + print("Subsampling " + datasets[i] + "...") + tmpx, tmpy = create_subsample_dataset( + xs[i], ys[i], sample_size, celltypes, num_samples + ) + tmpx.to_csv(out_dir + datasets[i] + "_samples.txt", sep="\t", index=False) + tmpy.to_csv(out_dir + datasets[i] + "_labels.txt", sep="\t", index=False) + gc.collect() + + print("Finished!") diff --git a/scaden/preprocessing/create_h5ad_file.py b/scaden/preprocessing/create_h5ad_file.py index e54f0e6..4af115f 100644 --- a/scaden/preprocessing/create_h5ad_file.py +++ b/scaden/preprocessing/create_h5ad_file.py @@ -12,10 +12,6 @@ import pandas as pd import numpy as np -""" -Functions -""" - def parse_data(x_path, y_path): """ Parse data and labels and divide them into training and testset @@ -37,6 +33,7 @@ def parse_data(x_path, y_path): return x, y, labels + def load_celltypes(brain_training_dir): celltypes_path = os.path.join(brain_training_dir, "celltypes.txt") @@ -44,6 +41,7 @@ def load_celltypes(brain_training_dir): celltypes = list(celltypes.iloc[:, 1]) return celltypes + def sort_celltypes(ratios, labels, ref_labels): """ Bring ratios in correct order of cell types @@ -56,73 +54,61 @@ def sort_celltypes(ratios, labels, ref_labels): ratios = ratios[:, idx] return ratios -""" -Main Section -""" -# Argument parsing -parser = argparse.ArgumentParser() -parser.add_argument("--data", type=str, help="Directory containg the datsets", - default="/home/kevin/deepcell_project/datasets/PBMCs/training/pbmc_top100_3000_400/") -parser.add_argument("--out", type=str, help="Output path and name. Must end with h5ad", default="dataset.h5ad") -parser.add_argument("--pattern", type=str, help="Pattern to use for file collection (default: *_samples.txt", default="*_samples.txt") -parser.add_argument("--unknown", type=str, help="Cells to mark as unknown in the h5ad file. Can be used for gouping.", - default=["Unknown"]) -args = parser.parse_args() - -data_dir = args.data -out_path = args.out -pattern = args.pattern -unknown = args.unknown - -# List available datasets -files = glob.glob(data_dir + pattern) -files = [os.path.basename(x) for x in files] -datasets = [x.split("_")[0] for x in files] - -# get celltypes -celltypes = load_celltypes(data_dir) -print("Celltypes: " + str(celltypes)) - -adata = [] -me_dict = {} - -# Create adata datasets for each -for i, train_file in enumerate(datasets): - - rna_file = os.path.join(data_dir, train_file + "_samples.txt") - ratios_file = os.path.join(data_dir, train_file + "_labels.txt") - - x, y, labels = parse_data(rna_file, ratios_file) - # sort y - y = sort_celltypes(y, labels, celltypes) - test = [labels.index(x) for x in celltypes] - labels = [labels[i] for i in test] - - x = x.sort_index(axis=1) - ratios = pd.DataFrame(y, columns=celltypes) - ratios['ds'] = pd.Series(np.repeat(train_file, y.shape[0]), - index=ratios.index) - - - print("Processing " + str(train_file)) - x = pd.DataFrame(x) - adata.append(anndata.AnnData(X=x.to_numpy(), - obs=ratios, - var=pd.DataFrame(columns=[], index=list(x)))) -import gc -for i in range(1, len(adata)): - print("Concatenating " + str(i)) - adata[0] = adata[0].concatenate(adata[1]) - del adata[1] - gc.collect() - print(len(adata)) -adata = adata[0] - - -# add cell types and signature genes -adata.uns['cell_types'] = celltypes -adata.uns['unknown'] = unknown - -# save data -adata.write(out_path) +def create_h5ad_file(data_dir, out_path, unknown, pattern="*_samples.txt"): + """ + Create h5ad file from simulated data + """ + + # List available datasets + files = glob.glob(data_dir + pattern) + files = [os.path.basename(x) for x in files] + datasets = [x.split("_")[0] for x in files] + + # get celltypes + celltypes = load_celltypes(data_dir) + print(f"Celltypes: {celltypes}") + print(f"Found datasets: {datasets}") + adata = [] + me_dict = {} + + # Create adata datasets for each + for i, train_file in enumerate(datasets): + + rna_file = os.path.join(data_dir, train_file + "_samples.txt") + ratios_file = os.path.join(data_dir, train_file + "_labels.txt") + + x, y, labels = parse_data(rna_file, ratios_file) + + # sort y + y = sort_celltypes(y, labels, celltypes) + test = [labels.index(x) for x in celltypes] + labels = [labels[i] for i in test] + + x = x.sort_index(axis=1) + ratios = pd.DataFrame(y, columns=celltypes) + ratios["ds"] = pd.Series(np.repeat(train_file, y.shape[0]), index=ratios.index) + + print("Processing " + str(train_file)) + x = pd.DataFrame(x) + adata.append( + anndata.AnnData( + X=x.to_numpy(), obs=ratios, var=pd.DataFrame(columns=[], index=list(x)) + ) + ) + import gc + + for i in range(1, len(adata)): + print("Concatenating " + str(i)) + adata[0] = adata[0].concatenate(adata[1]) + del adata[1] + gc.collect() + print(len(adata)) + adata = adata[0] + + # add cell types and signature genes + adata.uns["cell_types"] = celltypes + adata.uns["unknown"] = unknown + + # save data + adata.write(out_path) diff --git a/scaden/preprocessing/simulate.py b/scaden/preprocessing/simulate.py new file mode 100644 index 0000000..5a15cc0 --- /dev/null +++ b/scaden/preprocessing/simulate.py @@ -0,0 +1,27 @@ +from scaden.preprocessing.create_h5ad_file import create_h5ad_file +from scaden.preprocessing.bulk_simulation import simulate_bulk +import os +""" +Simulation of artificial bulk RNA-seq samples from scRNA-seq data +and subsequenbt formatting in .h5ad file for training with Scaden +""" + +def simulation(simulate_dir, data_dir, sample_size, num_samples, pattern, unknown_celltypes, out_prefix): + + # Simulate the data + simulate_bulk( + sample_size, + num_samples, + data_dir, + simulate_dir, + pattern, + unknown_celltypes + ) + + # Create the h5ad training data file + out_name = os.path.join(simulate_dir, out_prefix + ".h5ad") + create_h5ad_file( + simulate_dir, + out_name, + unknown_celltypes + ) From 75b87b58a24d5107385043accda9b8bd75f44b25 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 09:35:02 +0100 Subject: [PATCH 4/9] fixed bug with parsing unknown cell types --- scaden/__main__.py | 7 ++++--- scaden/preprocessing/simulate.py | 3 ++- 2 files changed, 6 insertions(+), 4 deletions(-) diff --git a/scaden/__main__.py b/scaden/__main__.py index b25b356..f483f84 100644 --- a/scaden/__main__.py +++ b/scaden/__main__.py @@ -178,9 +178,10 @@ def process(data_path, prediction_data, processed_path, var_cutoff): help = "File pattern to recognize your processed scRNA-seq count files" ) @click.option( - '--unknown', '-m', - default = ['unkown'], - help = "Specifiy cell types to merge into the unknown category." + '--unknown', '-u', + multiple = True, + default = ['unknown'], + help = "Specifiy cell types to merge into the unknown category. Specify this flag for every cell type you want to merge in unknown. [default: unknown]" ) @click.option( diff --git a/scaden/preprocessing/simulate.py b/scaden/preprocessing/simulate.py index 5a15cc0..21c824a 100644 --- a/scaden/preprocessing/simulate.py +++ b/scaden/preprocessing/simulate.py @@ -8,7 +8,8 @@ def simulation(simulate_dir, data_dir, sample_size, num_samples, pattern, unknown_celltypes, out_prefix): - # Simulate the data + # Perform the bulk simulation + unknown_celltypes = list(unknown_celltypes) simulate_bulk( sample_size, num_samples, From b52d44bb943addc5b1f37d5f9c601728147c4386 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 09:46:29 +0100 Subject: [PATCH 5/9] updated changelog and docs --- CHANGELOG.md | 1 + docs/index.md | 23 ++++++++++++++++++++--- docs/usage.md | 29 +++++++++-------------------- 3 files changed, 30 insertions(+), 23 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index bc2d954..c7ed661 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,7 @@ ## v0.9.5 +* added `scaden simulate` command to perform bulk simulation and training file creation * changed CLI calling ## v0.9.4 diff --git a/docs/index.md b/docs/index.md index 9eb4014..4a8ea6c 100644 --- a/docs/index.md +++ b/docs/index.md @@ -10,14 +10,31 @@ A pre-print describing the method is available on Biorxiv: [Deep-learning-based cell composition analysis from tissue expression profiles](https://www.biorxiv.org/content/10.1101/659227v1) -## Version 0.9.1 -Changelog: + + + +## Changelog + +### Version 0.9.5 ++ added `scaden simulate` command to perform bulk simulation and training file creation + +### Version 0.9.4 ++ fixed dependencies (added python>=3.6 requirement) + +### Version 0.9.3 ++ upgrade to Tensorflow 2 ++ cleaned up dependencies + +### Version 0.9.2 ++ RAM usage improvement + +### Version 0.9.1 + Added automatic removal of duplicate genes in Mixture file + Changed name of final prediction file + Added Scaden logo to main script -## Version 0.9.0 +### Version 0.9.0 This is the initial release version of Scaden. While this version contains full functionality for pre-processing, training and prediction, it does not contain thorough error messages, plotting functionality and a solid helper function for generation training data. These are all features planned for the release of v.1.0.0. diff --git a/docs/usage.md b/docs/usage.md index 80d699a..ab71666 100644 --- a/docs/usage.md +++ b/docs/usage.md @@ -88,15 +88,9 @@ Your data can either be raw counts or normalized, just make sure that they are n So as long as they are not already in logarithmic space, Scaden will be able to handle both raw and normalized counts / expression values. ## Training data generation -#### Under Development -As version 0.9.2 is a pre-release version of Scaden, generation of artificial bulk RNA-seq data is not nicely implemented yet, but Scaden still ships with all the scripts to do it. -There are generally three steps you have to do to generate training data, given you have a suitable scRNA-seq dataset: -* Generate normalized counts and associated cell type labels -* Generate artificial bulk samples -* Merge all samples into a h5ad file - -I'll quickly explain how to go about that currently. I plan to make this workflow much easier in the future. +To generate training data for Scaden, you will first have to process the scRNA-seq dataset(s) you want to use for training. +Once you have done this, you can use Scaden's command `scaden simulate` to generate the actual training data. I will explain the process in the following. #### scRNA-seq data processing The first step is to process your scRNA-seq dataset(s) you want to use for training. I used Scanpy for this, and would therefore @@ -108,26 +102,21 @@ column, which Scaden uses to extract the information. The count data should be o The order must be the same as for the cell type labels. #### Bulk simulation -Once the data is processed, you can use the script 'bulk_simulation.py' provided with Scaden (preprocessing subdirectory) to generate your artificial samples. -Currently, for Scaden to properly load a dataset for simulation (or several datasets), it must be formatted like this: +Once the data is processed, you can use the command `scaden simulate` to generate your artificial bulk samples for training. +To allow Scaden to find your datasets and use them for simulation, they should be stored in the same directory and must be formatted like this: -_norm_counts_all.txt for the count data +_.txt for the count data _celltypes.txt for the cell type labels -In future iterations, you will probably have to specify the files directly - which avoids having to used specified file name patterns. +Here, the `pattern` should be same among all the different datasets (unless you only want to use a specific dataset). + As example, you can generate 1000 artificial bulk samples from 100 cells per samples with the following command: ```console -python bulk_simulation.py --cells 100 --samples 1000 --data +scaden simulate --cells 100 --n_samples 1000 --data --pattern ``` -This would create artificial samples in the current working directory. +This command will create the artificial samples in the current working directory. You can also specificy an output directory using the `--out` parameter. Scaden will also directly create a .h5ad file in this directory, which is the file you will need for training. By default, this file will be called `data.h5ad`, however you can change the prefix using the `--prefix` flag. -#### Create h5ad File -As final step, you just have to combine your artificial samples in a h5ad file. The 'create_h5ad_file.py' script can be used for this. -Here's an example: -```console -python create_h5ad_file.py --data --out .h5ad -``` If you get any errors with the above process, pleas don't hesitate to open an issue on GitHub. \ No newline at end of file From 7260af07aa761e481b3e7183a3374da9cfc4363d Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 10:05:20 +0100 Subject: [PATCH 6/9] added seeds for reproducibility --- scaden/__main__.py | 20 ++++++++++++++++---- scaden/model/scaden.py | 7 ++++++- scaden/scaden/prediction.py | 11 +++++++---- scaden/scaden/training.py | 11 +++++++---- 4 files changed, 36 insertions(+), 13 deletions(-) diff --git a/scaden/__main__.py b/scaden/__main__.py index f483f84..6c5a457 100644 --- a/scaden/__main__.py +++ b/scaden/__main__.py @@ -75,14 +75,20 @@ def cli(): default = 5000, help = 'Number of training steps' ) -def train(data_path, train_datasets, model_dir, batch_size, learning_rate, steps): +@click.option( + '--seed', + default = 0, + help = "Set random seed" +) +def train(data_path, train_datasets, model_dir, batch_size, learning_rate, steps, seed): """ Train a Scaden model """ training(data_path=data_path, train_datasets=train_datasets, model_dir=model_dir, batch_size=batch_size, learning_rate=learning_rate, - num_steps=steps) + num_steps=steps, + seed=seed) """ @@ -105,11 +111,17 @@ def train(data_path, train_datasets, model_dir, batch_size, learning_rate, steps default = "scaden_predictions.txt", help = 'Name of predictions file.' ) -def predict(data_path, model_dir, outname): +@click.option( + '--seed', + default = 0, + help = "Set random seed" +) +def predict(data_path, model_dir, outname, seed): """ Predict cell type composition using a trained Scaden model""" prediction(model_dir=model_dir, data_path=data_path, - out_name=outname) + out_name=outname, + seed=seed) diff --git a/scaden/model/scaden.py b/scaden/model/scaden.py index 8cd8f6a..ab252a8 100644 --- a/scaden/model/scaden.py +++ b/scaden/model/scaden.py @@ -15,7 +15,7 @@ class Scaden(object): scaden class """ - def __init__(self, sess, model_dir, model_name, batch_size=128, learning_rate=0.0001, num_steps=1000): + def __init__(self, sess, model_dir, model_name, batch_size=128, learning_rate=0.0001, num_steps=1000, seed=0): self.sess=sess self.model_dir=model_dir self.batch_size=batch_size @@ -35,6 +35,11 @@ def __init__(self, sess, model_dir, model_name, batch_size=128, learning_rate=0. self.hidden_units = [256, 128, 64, 32] self.do_rates = [0, 0, 0, 0] + # Set seeds for reproducibility + tf.random.set_seed(seed) + os.environ['TF_DETERMINISTIC_OPS'] = '1' + np.random.seed(seed) + def model_fn(self, X, n_classes, reuse=False): """ diff --git a/scaden/scaden/prediction.py b/scaden/scaden/prediction.py index 01defd2..8dc33e5 100644 --- a/scaden/scaden/prediction.py +++ b/scaden/scaden/prediction.py @@ -31,7 +31,7 @@ # ==========================================# -def prediction(model_dir, data_path, out_name): +def prediction(model_dir, data_path, out_name, seed=0): """ Perform prediction using a trained scaden ensemble :param model_dir: the directory containing the models @@ -45,7 +45,8 @@ def prediction(model_dir, data_path, out_name): with tf.compat.v1.Session() as sess: cdn256 = Scaden(sess=sess, model_dir=model_dir + "/m256", - model_name='m256') + model_name='m256', + seed=seed) cdn256.hidden_units = M256_HIDDEN_UNITS cdn256.do_rates = M256_DO_RATES @@ -58,7 +59,8 @@ def prediction(model_dir, data_path, out_name): with tf.compat.v1.Session() as sess: cdn512 = Scaden(sess=sess, model_dir=model_dir+"/m512", - model_name='m512') + model_name='m512', + seed=seed) cdn512.hidden_units = M512_HIDDEN_UNITS cdn512.do_rates = M512_DO_RATES @@ -70,7 +72,8 @@ def prediction(model_dir, data_path, out_name): with tf.compat.v1.Session() as sess: cdn1024 = Scaden(sess=sess, model_dir=model_dir+"/m1024", - model_name='m1024') + model_name='m1024', + seed=seed) cdn1024.hidden_units = M1024_HIDDEN_UNITS cdn1024.do_rates = M1024_DO_RATES diff --git a/scaden/scaden/training.py b/scaden/scaden/training.py index 538863b..f6b04a8 100644 --- a/scaden/scaden/training.py +++ b/scaden/scaden/training.py @@ -30,7 +30,7 @@ # ==========================================# -def training(data_path, train_datasets, model_dir, batch_size, learning_rate, num_steps): +def training(data_path, train_datasets, model_dir, batch_size, learning_rate, num_steps, seed=0): """ Perform training of three a scaden model ensemble consisting of three different models :param model_dir: @@ -56,7 +56,8 @@ def training(data_path, train_datasets, model_dir, batch_size, learning_rate, nu model_name='m256', batch_size=batch_size, learning_rate=learning_rate, - num_steps=num_steps) + num_steps=num_steps, + seed=seed) cdn256.hidden_units = M256_HIDDEN_UNITS cdn256.do_rates = M256_DO_RATES cdn256.train(input_path=data_path, train_datasets=train_datasets) @@ -71,7 +72,8 @@ def training(data_path, train_datasets, model_dir, batch_size, learning_rate, nu model_name='m512', batch_size=batch_size, learning_rate=learning_rate, - num_steps=num_steps) + num_steps=num_steps, + seed=seed) cdn512.hidden_units = M512_HIDDEN_UNITS cdn512.do_rates = M512_DO_RATES cdn512.train(input_path=data_path, train_datasets=train_datasets) @@ -86,7 +88,8 @@ def training(data_path, train_datasets, model_dir, batch_size, learning_rate, nu model_name='m1024', batch_size=batch_size, learning_rate=learning_rate, - num_steps=num_steps) + num_steps=num_steps, + seed=seed) cdn1024.hidden_units = M1024_HIDDEN_UNITS cdn1024.do_rates = M1024_DO_RATES cdn1024.train(input_path=data_path, train_datasets=train_datasets) From 344d4b2eff36bc44a855e6b28b241a0dea2f6a40 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 10:14:35 +0100 Subject: [PATCH 7/9] reduced tensorflow logging --- CHANGELOG.md | 1 + docs/index.md | 1 + scaden/__main__.py | 3 +++ 3 files changed, 5 insertions(+) diff --git a/CHANGELOG.md b/CHANGELOG.md index c7ed661..752aba2 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -2,6 +2,7 @@ ## v0.9.5 +* added `--seed` parameter to allow reproducible Scaden runs * added `scaden simulate` command to perform bulk simulation and training file creation * changed CLI calling diff --git a/docs/index.md b/docs/index.md index 4a8ea6c..be88f3c 100644 --- a/docs/index.md +++ b/docs/index.md @@ -17,6 +17,7 @@ A pre-print describing the method is available on Biorxiv: ### Version 0.9.5 + added `scaden simulate` command to perform bulk simulation and training file creation ++ added `--seed` parameter to allow reproducible Scaden runs ### Version 0.9.4 + fixed dependencies (added python>=3.6 requirement) diff --git a/scaden/__main__.py b/scaden/__main__.py index 6c5a457..9bf5fee 100644 --- a/scaden/__main__.py +++ b/scaden/__main__.py @@ -1,5 +1,7 @@ import click import scaden +import logging +import os from scaden.scaden.training import training from scaden.scaden.prediction import prediction from scaden.scaden.processing import processing @@ -11,6 +13,7 @@ This is the main file for executing the Scaden program. """ +os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' def main(): From 9f76232bf202b72fd568564319bc5a387ab54721 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 11:02:20 +0100 Subject: [PATCH 8/9] improved logging of errors --- .gitignore | 4 ++- .vscode/settings.json | 5 +++- scaden/__main__.py | 2 ++ scaden/preprocessing/bulk_simulation.py | 37 +++++++++++++++--------- scaden/preprocessing/create_h5ad_file.py | 20 +++++++++---- scaden/scaden/training.py | 2 +- 6 files changed, 47 insertions(+), 23 deletions(-) diff --git a/.gitignore b/.gitignore index eda44ab..fe1a8ac 100644 --- a/.gitignore +++ b/.gitignore @@ -125,4 +125,6 @@ dmypy.json # extra .idea -scaden.egg-info \ No newline at end of file +scaden.egg-info +.vscode +.vscode/ \ No newline at end of file diff --git a/.vscode/settings.json b/.vscode/settings.json index 79b73ce..338af49 100644 --- a/.vscode/settings.json +++ b/.vscode/settings.json @@ -1,3 +1,6 @@ { - "python.pythonPath": "/home/kevin/anaconda3/envs/scaden/bin/python" + "python.pythonPath": "/home/kevin/anaconda3/envs/scaden/bin/python", + "python.linting.pylintEnabled": false, + "python.linting.enabled": true, + "python.linting.flake8Enabled": true } \ No newline at end of file diff --git a/scaden/__main__.py b/scaden/__main__.py index 9bf5fee..dd56871 100644 --- a/scaden/__main__.py +++ b/scaden/__main__.py @@ -13,6 +13,8 @@ This is the main file for executing the Scaden program. """ +# Logging +logger = logging.getLogger() os.environ['TF_CPP_MIN_LOG_LEVEL'] = '3' diff --git a/scaden/preprocessing/bulk_simulation.py b/scaden/preprocessing/bulk_simulation.py index c1d20f6..3db2d3c 100644 --- a/scaden/preprocessing/bulk_simulation.py +++ b/scaden/preprocessing/bulk_simulation.py @@ -1,15 +1,16 @@ ######################################################################### ## Simulation of artificial bulk RNA-seq datasets from scRNA-seq data # ######################################################################## - -import pandas as pd -import numpy as np -import glob +import logging +import sys import os -import argparse import gc +import glob +import pandas as pd +import numpy as np from tqdm import tqdm +logger = logging.getLogger(__name__) def create_fractions(no_celltypes): """ @@ -170,8 +171,15 @@ def load_dataset(name, dir, pattern): """ pattern = pattern.replace("*", "") print("Loading " + name + " dataset ...") + + try: + y = pd.read_table(dir + name + "_celltypes.txt") + except FileNotFoundError as e: + logger.error(f"No celltypes file found for {name}. It should be called {name}_celltypes.txt.") + sys.exit() + x = pd.read_table(dir + name + pattern, index_col=0) - y = pd.read_table(dir + name + "_celltypes.txt") + return (x, y) @@ -224,10 +232,12 @@ def get_common_genes(xs, type="intersection"): com_genes = com_genes.intersection(genes[gi]) else: - exit("Wrong type selected to get common genes. Exiting.") + logging.critical("Wrong type selected to get common genes. Exiting.") + sys.exit() if len(com_genes) == 0: - exit("No common genes found. Exiting.") + logging.critical("No common genes found. Exiting.") + sys.exit() return list(com_genes) @@ -273,6 +283,11 @@ def simulate_bulk( files = glob.glob(data_path + pattern) files = [os.path.basename(x) for x in files] datasets = [x.split("_")[0] for x in files] + + if len(datasets) == 0: + logging.error("No datasetes fround! Have you specified the pattern correctly?") + sys.exit() + print("Datasets: " + str(datasets)) # Load datasets @@ -297,12 +312,6 @@ def simulate_bulk( print("Available celltypes: " + str(celltypes)) pd.DataFrame(celltypes).to_csv(out_dir + "celltypes.txt", sep="\t") - # Create signature matrices (for use with Cibersort) - sig_mats = [] - for i in range(len(xs)): - sm = generate_signature(xs[i], ys[i]) - sig_mats.append(sm) - # Create datasets for i in range(len(xs)): print("Subsampling " + datasets[i] + "...") diff --git a/scaden/preprocessing/create_h5ad_file.py b/scaden/preprocessing/create_h5ad_file.py index 4af115f..3ef423b 100644 --- a/scaden/preprocessing/create_h5ad_file.py +++ b/scaden/preprocessing/create_h5ad_file.py @@ -4,14 +4,17 @@ When using additional datasets, they should be in similar format and best have the same output cell types. """ - -import argparse +import gc import anndata import glob import os +import sys +import logging import pandas as pd import numpy as np +logger = logging.getLogger(__name__) + def parse_data(x_path, y_path): """ Parse data and labels and divide them into training and testset @@ -20,8 +23,12 @@ def parse_data(x_path, y_path): :return: training and test data and labels """ # Load the data - x = pd.read_table(x_path, sep="\t") - y = pd.read_table(y_path, sep="\t") + try: + x = pd.read_table(x_path, sep="\t") + y = pd.read_table(y_path, sep="\t") + except FileNotFoundError as e: + logging.error(f"Could not find simulated data files: {e}") + sys.exit() labels = list(y.columns) # Transform Y to numpy array and split in train and testset @@ -96,8 +103,9 @@ def create_h5ad_file(data_dir, out_path, unknown, pattern="*_samples.txt"): X=x.to_numpy(), obs=ratios, var=pd.DataFrame(columns=[], index=list(x)) ) ) - import gc - + + + for i in range(1, len(adata)): print("Concatenating " + str(i)) adata[0] = adata[0].concatenate(adata[1]) diff --git a/scaden/scaden/training.py b/scaden/scaden/training.py index f6b04a8..3d84157 100644 --- a/scaden/scaden/training.py +++ b/scaden/scaden/training.py @@ -44,7 +44,7 @@ def training(data_path, train_datasets, model_dir, batch_size, learning_rate, nu train_datasets = [] else: train_datasets = train_datasets.split() - print("Training on: " + str(train_datasets)) + print(f"Training on: {train_datasets}") # M256 model training From 703458ce5c2d4ab83c11e81d2099c44a7e203fe1 Mon Sep 17 00:00:00 2001 From: kevinmenden Date: Sun, 13 Dec 2020 11:15:11 +0100 Subject: [PATCH 9/9] version 0.9.5 --- setup.py | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/setup.py b/setup.py index cb06aa8..03cd660 100644 --- a/setup.py +++ b/setup.py @@ -2,7 +2,7 @@ from setuptools import setup, find_packages -version = '0.9.4' +version = '0.9.5' with open("README.md", "r", encoding="UTF-8") as fh: