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Variables | |
| tuple | barrelflag = parser.parse_args() |
| list | branchespu = ['t_Run','t_Event','t_nVtx','t_ieta','t_iphi','t_p','t_pt','t_gentrackP','t_eMipDR','t_eHcal','t_eHcal10','t_eHcal30','t_hmaxNearP','t_emaxNearP','t_hAnnular','t_eAnnular','t_rhoh'] |
| corrfac = preds/uncorrected_values | |
| data = df.values | |
| list | df = dfspu[keepvars] |
| tuple | dfspu = pd.DataFrame.from_dict(dictpu) |
| tuple | dictpu = tree1.arrays(branches=branchespu) |
| tuple | eventnumarray = np.arange(0,X_train.shape[0],1,dtype=int) |
| tuple | fileo = np.hstack((eventnumarray,ietaarray,corrfac)) |
| tuple | fName1 = parser.parse_args() |
| tuple | foutput = parser.parse_args() |
| list | ietaarray = dfspu['t_ieta'] |
| int | k = 0 |
| list | keepvars = ['t_nVtx', 't_ieta', 't_eHcal10', 't_eHcal30', 't_delta', 't_hmaxNearP','t_emaxNearP', 't_hAnnular', 't_eAnnular', 't_rhoh', 't_pt','t_eHcal', 't_p', 't_eMipDR'] |
| list | maxa = [138, 15, 138.26640254695667, 155.83508832909865, 50.9643486259738, 17.140547914961605, 2870.424876287056, 35.727171580074355, 17.763740802183747, 26.38359781195008, 59.169594172331905, 133.07561272289604, 122.8542027361691, 59.977312414583295, 0.9999987781047821, 133.07561272289604, 50.9643486259738, 15] |
| list | mina = [20, -15, 17.33086721925065, 17.655660001095384, 0.0, -1.0, -1.0, 0.0, -5.33359869197011, 4.093925265397289, 20.783629520782718, 16.998163268435746, 20.000221125315875, 40.074083721419896, 0.0, 16.998163268435746, 0.0, -15] |
| list | mipdr = dfspu['t_eMipDR'] |
| tuple | model = load_model(modeln) |
| tuple | modeln = parser.parse_args() |
| list | normkey = ['t_nVtx', 't_ieta', 't_eHcal10', 't_eHcal30', 't_delta', 't_hmaxNearP', 't_emaxNearP', 't_hAnnular', 't_eAnnular', 't_rhoh', 't_pt', 't_eHcal'] |
| list | parray = dfspu['t_p'] |
| tuple | parser = argparse.ArgumentParser() |
| tuple | preds = model.predict(X_train,verbose=1) |
| string | tag = 'barrel' |
| tuple | tree1 = uproot.open(fName1,xrootdsource=dict(chunkbytes=1024**3, limitbytes=1024**3)) |
| list | uncorrected_values = df['t_eHcal_xun'] |
| list | var = ['t_nVtx', 't_ieta', 't_eHcal10', 't_eHcal30', 't_delta', 't_hmaxNearP', 't_emaxNearP', 't_hAnnular', 't_eAnnular', 't_rhoh', 't_pt', 't_eHcal_x', 't_eHcal_y', 't_p', 't_eMipDR', 't_eHcal_xun', 't_delta_un', 't_ieta_un'] |
| if using global norm cols_to_minmax = ['t_delta', 't_hmaxNearP','t_emaxNearP', 't_hAnnular', 't_eAnnular','t_pt','t_nVtx','t_ieta','t_eHcal10', 't_eHcal30','t_rhoh','t_eHcal'] df[cols_to_minmax] = df[cols_to_minmax].apply(lambda x: (x - x.min()) / (x.max() - x.min()) if (x.max() - x.min() > 0) else 1.0/200.0) More... | |
| list | X_train = data[:,0:12] |
| tuple isotrackApplyRegressor.barrelflag = parser.parse_args() |
Definition at line 43 of file isotrackApplyRegressor.py.
| list isotrackApplyRegressor.branchespu = ['t_Run','t_Event','t_nVtx','t_ieta','t_iphi','t_p','t_pt','t_gentrackP','t_eMipDR','t_eHcal','t_eHcal10','t_eHcal30','t_hmaxNearP','t_emaxNearP','t_hAnnular','t_eAnnular','t_rhoh'] |
Definition at line 51 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.corrfac = preds/uncorrected_values |
Definition at line 148 of file isotrackApplyRegressor.py.
Referenced by PFEnergyCalibration.EcorrPS(), SiG4UniversalFluctuation.SampleFluctuations(), and LandauFP420.SampleFluctuations().
| isotrackApplyRegressor.data = df.values |
Definition at line 104 of file isotrackApplyRegressor.py.
Definition at line 65 of file isotrackApplyRegressor.py.
Referenced by HcalCoderDb.adc2fC_(), HGCalBHValidation.analyze(), EcalABAnalyzer.analyze(), EcalTPGAnalyzer.analyze(), EcalPerEvtLaserAnalyzer.analyze(), EcalTestPulseAnalyzer.analyze(), testChannel.analyze(), EcalPulseShapeGrapher.analyze(), EcalLaserAnalyzer.analyze(), EcalLaserAnalyzer2.analyze(), EcnaAnalyzer.analyze(), HGCalDDDConstants.cellEtaPhiTrap(), HcalDataFrameFilter_impl.check< QIE10DataFrame >(), HcalDataFrameFilter_impl.check< QIE11DataFrame >(), GaussianSumUtilities1D.d2LnPdf(), HcalDataFrameFilter_impl.energySum< QIE11DataFrame >(), OptOSensor2D.fastTraversesLightRay(), HcalCoderDb.fC2adc_(), reco::HcalNoiseInfoProducer.filldigis(), HcalDataFrameFilter.filter(), LagrangeParentParticleFitter.fit(), MuonSeedBuilder.foundMatchingSegment(), ConvBremSeedProducer.GoodCluster(), MuonSeedCleaner.GroupSeeds(), MuonSeedBuilder.IdentifyShowering(), SiStripConfigDb.partitions(), ESDigiToRaw.produce(), EcalDigiSelector.produce(), EcalDigiDisplay.readEBDigis(), EcalDigiDisplay.readEEDigis(), EcalTrigPrimFunctionalAlgo.run_part2(), SiStripConfigDb.runs(), StraightTrackAlignment.saveDiagnostics(), EcalMipGraphs.selectDigi(), EcalDisplaysByEvent.selectDigi(), XHistogram.splitSegment(), DD4hep_XHistogram.splitSegment(), HcalZeroSuppressionAlgo.suppress(), CSCSegtoRPC.thePoints(), DCCTowerBlock.unpackXtalData(), DCCSCBlock.unpackXtalData(), SiStripPartition.update(), CommissioningHistosUsingDb.uploadAnalyses(), and ESUnpacker.word2digi().
| tuple isotrackApplyRegressor.dfspu = pd.DataFrame.from_dict(dictpu) |
Definition at line 54 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.dictpu = tree1.arrays(branches=branchespu) |
Definition at line 52 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.eventnumarray = np.arange(0,X_train.shape[0],1,dtype=int) |
Definition at line 138 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.fileo = np.hstack((eventnumarray,ietaarray,corrfac)) |
Definition at line 150 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.fName1 = parser.parse_args() |
Definition at line 40 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.foutput = parser.parse_args() |
Definition at line 42 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.ietaarray = dfspu['t_ieta'] |
Definition at line 144 of file isotrackApplyRegressor.py.
| int isotrackApplyRegressor.k = 0 |
Definition at line 91 of file isotrackApplyRegressor.py.
Referenced by gpuPixelRecHits.__attribute__(), MuonBaseNumber.addBase(), AlignableComposite.addComponent(), FWPFCandidateDetailView.addHits(), ReferenceTrajectory.addMaterialEffectsBp(), ReferenceTrajectory.addMaterialEffectsBrl(), ReferenceTrajectory.addMaterialEffectsCov(), ReferenceTrajectory.addMaterialEffectsCurvlinGbl(), ReferenceTrajectory.addMaterialEffectsLocalGbl(), trklet::VMRouterCM.addOutput(), trklet::VMRouter.addOutput(), FWGeometryTableViewBase.addTo(), HGCalParameters.addTrForm(), AlCaHBHEMuonFilter.AlCaHBHEMuonFilter(), AlCaHcalIsotrkProducer.AlCaHcalIsotrkProducer(), AlCaHEMuonFilter.AlCaHEMuonFilter(), AlCaIsolatedBunchFilter.AlCaIsolatedBunchFilter(), AlCaIsoTracksFilter.AlCaIsoTracksFilter(), AlCaIsoTracksProducer.AlCaIsoTracksProducer(), AlCaIsoTracksProducerFilter.AlCaIsoTracksProducerFilter(), AlCaLowPUHBHEMuonFilter.AlCaLowPUHBHEMuonFilter(), SiStripHitEffFromCalibTree.algoAnalyze(), algorithm(), ApvLatencyAlgorithm.analyse(), VpspScanAlgorithm.analyse(), HcalTBParameterTester.analyze(), JetToDigiDump.analyze(), ESTimingTask.analyze(), L1TMuonBarrelParamsViewer.analyze(), EcalSimHitDump.analyze(), RPCTTUMonitor.analyze(), AnalysisTasksAnalyzerJEC.analyze(), AlignmentStats.analyze(), MaterialBudgetVolumeAnalysis.analyze(), BxTiming.analyze(), EwkMuLumiMonitorDQM.analyze(), MonitorElementsDb.analyze(), HcalIsoTrackAnalyzer.analyze(), ObjMonitor.analyze(), DTNoiseCalibration.analyze(), SiPixelGenErrorDBObjectUploader.analyze(), DD4hep_ListGroups.analyze(), SiPixelTemplateDBObjectUploader.analyze(), TopDiLeptonDQM.analyze(), DQMHcalIsoTrackAlCaReco.analyze(), DQMHcalPhiSymAlCaReco.analyze(), DQMHOAlCaRecoStream.analyze(), EcalPerEvtLaserAnalyzer.analyze(), L1TDTTPG.analyze(), EcalTestPulseAnalyzer.analyze(), DQMSourcePi0.analyze(), HcalTestNumberingTester.analyze(), PhotonMVANtuplizer.analyze(), ElectronMVANtuplizer.analyze(), SiStripMonitorRawData.analyze(), HcalCollapseAnalyzer.analyze(), HGCalTimingAnalyzer.analyze(), FourVectorHLT.analyze(), SiStripMonitorPedestals.analyze(), EcalLaserAnalyzerYousi.analyze(), L1TdeRCT.analyze(), TestOutliers.analyze(), HGCalSimHitStudy.analyze(), L1RCTLutWriter.analyze(), HGCalTBAnalyzer.analyze(), HLTMuonMatchAndPlot.analyze(), cms::Analyzer_minbias.analyze(), DTLocalTriggerSynchTask.analyze(), EcalTPGParamBuilder.analyze(), IsoTrackCalibration.analyze(), HGCalSimHitValidation.analyze(), JetTester_HeavyIons.analyze(), HcalHBHEMuonAnalyzer.analyze(), JetAnalyzer_HeavyIons.analyze(), SMPDQM.analyze(), FSQDQM.analyze(), IsoTrackCalib.analyze(), HcalIsoTrkSimAnalyzer.analyze(), HcalIsoTrkAnalyzer.analyze(), HOSimHitStudy.analyzeHits(), CaloSimHitAnalysis.analyzeHits(), EcalSimHitStudy.analyzeHits(), HGCalSimHitValidation.analyzeHits(), ttHFGenFilter.analyzeMothersRecursive(), CaloSimHitAnalysis.analyzePassiveHits(), HGCalTBAnalyzer.analyzeSimHits(), HcalHBHEMuonHighEtaAnalyzer.analyzeTracks(), array_from_row_sorted_matrix(), CSCSegAlgoRU.baseline(), reco::BeamSpot.BeamSpot(), QGLikelihoodDBWriter.beginJob(), HcalHBHENewMuonAnalyzer.beginJob(), cms::Analyzer_minbias.beginJob(), HcalHBHEMuonAnalyzer.beginJob(), HcalHBHEMuonHighEtaAnalyzer.beginJob(), IsoTrackCalib.beginJob(), PrintGeomInfoAction.beginRun(), HGCalSimHitStudy.beginRun(), RPCTechnicalTrigger.beginRun(), DAClusterizerInZ.beta0(), DAClusterizerInZ_vect.beta0(), DAClusterizerInZT_vect.beta0(), Blowfish_Init(), SiPixelPhase1Analyzer.BookBarrelBins(), Phase1PixelMaps.bookBarrelBins(), cscdqm::Collection.bookCSCHistos(), SiPixelPhase1Analyzer.BookForwardBins(), Phase1PixelMaps.bookForwardBins(), MaterialBudgetVolumeAnalysis.bookHisto(), DQMMessageLogger.bookHistograms(), RPCTTUMonitor.bookHistograms(), DQMHcalIsoTrackAlCaReco.bookHistograms(), DQMHcalIterativePhiSymAlCaReco.bookHistograms(), DQMHOAlCaRecoStream.bookHistograms(), TrackerOfflineValidation.bookSummaryHists(), MuonGeometryConstantsBuild.build(), HGCalParametersFromDD.build(), HcalParametersFromDD.build(), MuonOffsetFromDD.build(), HcalTB06BeamParametersFromDD.build(), GEMGeometryBuilder.build(), FWPFEcalRecHitLegoProxyBuilder.build(), FWTrackResidualDetailView.build(), TEcnaNumbering.BuildBarrelCrysTable(), ProcessTestSignal.builddata(), RBCProcessRPCSimDigis.builddata(), RBCProcessRPCDigis.builddata(), DeDxTools.buildDiscrimMap(), TEcnaNumbering.BuildEndcapCrysTable(), ME0GeometryBuilder.buildGeometry(), magneticfield::MagGeoBuilder.buildInterpolator(), MagGeoBuilderFromDDD.buildInterpolator(), HcalSimParametersFromDD.buildParameters(), CSCSegAlgoRU.buildSegments(), Basic2DGenericTopoClusterizer.buildTopoCluster(), PPSAlignmentConfigurationESSource.buildVectorFromDirectory(), PPSAlignmentConfigESSource.buildVectorFromDirectory(), BitArray< 9 >.byte(), DTTFBitArray< N >.byte(), AutocorrelationAnalyzer.calculate(), hitfit::Fourvec_Constraint_Calculator.calculate_constraints(), Basic2DGenericPFlowPositionCalc.calculateAndSetPositionActual(), MuonPathAnalyzerInChamber.calculateFitParameters(), EndcapPiZeroDiscriminatorAlgo.calculateNNInputVariables(), CaloSD.CaloSD(), CaloSimHitAnalysis.CaloSimHitAnalysis(), CaloSteppingAction.CaloSteppingAction(), CaloTrkProcessing.CaloTrkProcessing(), CastorLedAnalysis.CastorLedAnalysis(), CastorPedestalAnalysis.CastorPedestalAnalysis(), condbon.cdbon_write(), HGCalDDDConstants.cellHex(), HGCalTriggerDetId.cellUV(), HFNoseTriggerDetId.cellUV(), popcon::EcalPulseSymmCovariancesHandler.checkPulseSymmCovariance(), IsoTrig.chgIsolation(), DTUserKeyedConfigHandler.chkConfigList(), DTKeyedConfigHandler.chkConfigList(), cond::auth::Cipher.Cipher(), riemannFit.circleFit(), RBXAndHPDCleaner.clean(), SpikeAndDoubleSpikeCleaner.clean(), PixelTrackCleanerBySharedHits.cleanTracks(), DTTFFEDReader.clear(), HFClusterAlgo.clusterize(), DAClusterizerInZ.clusterize(), DAClusterizerInZ_vect.clusterize(), DAClusterizerInZT_vect.clusterize(), cmdline::CmdLine.CmdLine(), CmsShowCommonPopup.CmsShowCommonPopup(), CombinationGenerator< T >.combinations(), TrackEfficiencyMonitor.compatibleLayers(), GsfCombinedMaterialEffectsUpdator.compute(), JacobianCurvilinearToLocal.compute(), calo::multifit.compute_decomposition(), calo::multifit.compute_decomposition_forwardsubst_with_offsets(), calo::multifit.compute_decomposition_unrolled(), TMarkov.computeChain(), SiPixelDataQuality.computeGlobalQualityFlag(), HcalPulseShapes.computeHPDShape(), TShapeAnalysis.computeShape(), EcalUncalibRecHitRatioMethodAlgo< C >.computeTime(), TShapeAnalysis.computetmaxVal(), HGCalEEAlgo.ConstructAlgo(), DDHCalBarrelAlgo.constructInsideSector(), DDHCalEndcapAlgo.constructInsideSector(), HCalEndcapAlgo.constructInsideSector(), DDHGCalGeom.constructLayers(), DDHGCalModule.constructLayers(), DDHGCalModuleAlgo.constructLayers(), DDHGCalEEAlgo.constructLayers(), DDHGCalHEAlgo.constructLayers(), DDHGCalHEFileAlgo.constructLayers(), DDHGCalEEFileAlgo.constructLayers(), DDHGCalMixLayer.constructLayers(), DDHGCalSiliconModule.constructLayers(), HGCalEEAlgo.ConstructLayers(), DDHCalBarrelAlgo.constructMidLayer(), HcalBarrelAlgo.constructMidLayer(), DDHCalBarrelAlgo.constructSideLayer(), HcalBarrelAlgo.constructSideLayer(), BPHRecoBuilder.contained(), edm::ParameterSetConverter.convertParameterSets(), GEMRawToDigi.convertWordToGEMAMC13(), TFParams.copie_colonne_mat(), TrajectoryStateSoAT< S >.copyFromDense(), edm::ProductRegistry.copyProduct(), TrajectoryStateSoAT< S >.copyToDense(), PSFitter::HybridMinimizer.Correlation(), l1trigger::Counters.Counters(), reco::BeamSpot.covariance3D(), PSFitter::HybridMinimizer.CovMatrix(), crc32c_init_sw(), SiStripBadComponentInfo.createSummary(), Phase1PixelSummaryMap.createTrackerBaseMap(), RPCWheel.createWheelMap(), CSCRecHit2D.CSCRecHit2D(), edm::NoProcessProductResolver.dataValidFromResolver(), l1tVertexFinder::VertexFinder.DBSCAN(), DD4hep_MaterialAccountingGroup.DD4hep_MaterialAccountingGroup(), MuonOffsetFromDD.debugParameters(), HLTLevel1GTSeed.debugPrint(), LzmaFile.DecodeAll(), GenericHouseholder.decompose(), HouseholderDecomposition.decompose(), PhysicsTools::VarProcessor.deriv(), align.diffAlignables(), L1RCT.digiInput(), DCCEventBlock.display(), HGCalDDDConstants.distFromEdgeHex(), cscdqm::StripClusterFinder.DoAction(), GflashHadronShowerProfile.doCholeskyReduction(), compareBitCounts.doCompare(), compareRingSums.doCompare(), HLTEcalResonanceFilter.doSelection(), HLTRegionalEcalResonanceFilter.doSelection(), EmissionVetoHook1.doVetoFSREmission(), EmissionVetoHook1.doVetoISREmission(), DTChamberEfficiencyClient.dqmEndJob(), JetMETHLTOfflineClient.dqmEndJob(), DQMHcalPhiSymAlCaReco.dqmEndRun(), DQMNet.dqmhash(), DQMHcalIsoTrackAlCaReco.DQMHcalIsoTrackAlCaReco(), TrackerMap.drawApvPair(), TrackerMap.drawCcu(), TrackerMap.drawHV2(), TrackerMap.drawHV3(), TrackerMap.drawModule(), TrackerMap.drawPsu(), DreamSD.DreamSD(), edm::ProcessBlockHelper.dropProcessesAndReorderStoredImpl(), muonAssociatorByHitsDiagnostics::InputDumper.dump(), DAClusterizerInZ.dump(), Grid3D.dump(), TrackerG4SimHitNumberingScheme.dumpG4VPV(), EcalDumpGeometry.dumpTouch(), HcalDumpGeometry.dumpTouch(), EcalPulseSymmCovariancesXMLTranslator.dumpXML(), Pi0FixedMassWindowCalibration.duringLoop(), ZeeCalibration.duringLoop(), EcalDumpGeometry.EcalDumpGeometry(), EcalPulseCovariance.EcalPulseCovariance(), EcalPulseSymmCovariance.EcalPulseSymmCovariance(), ECalSD.ECalSD(), EcalSensitiveDetectorBuilder.EcalSensitiveDetectorBuilder(), EcalTB07DaqFormatter.EcalTB07DaqFormatter(), EgammaTowerIsolationNew< NC >.EgammaTowerIsolationNew(), edm::service::ELlimitsTable.ELlimitsTable(), RPCWheel.emulate(), TTUEmulator.emulate(), HcalCableMapper.endJob(), DTKeyedConfigDBInit.endJob(), cms::Analyzer_minbias.endJob(), GlobalTrackerMuonAlignment.endJob(), HLTScalersClient.endLuminosityBlock(), SimG4FluxProducer.endOfEvent(), HGCPassive.endOfEvent(), ZeeCalibration.endOfJob(), ZeeCalibration.endOfLoop(), ticl::PatternRecognitionbyCLUE3D< TILES >.energyRegressionAndID(), ticl::PatternRecognitionbyCA< TILES >.energyRegressionAndID(), TrackstersMergeProducer.energyRegressionAndID(), ESDataFormatterV4.ESDataFormatterV4(), ESDigiToRaw.ESDigiToRaw(), ESElectronicsMapper.ESElectronicsMapper(), ESIntegrityClient.ESIntegrityClient(), ESIntegrityTask.ESIntegrityTask(), ESPedestalClient.ESPedestalClient(), ESPedestalTask.ESPedestalTask(), CorrPCCProducer.estimateType1Frac(), IsoTrig.etaPhiTrigger(), HcalTopology.etaRing(), magfieldparam::HarmBasis3DCyl.EvalBphi(), magfieldparam::HarmBasis3DCyl.EvalRZ(), egammaTools::EgammaDNNHelper.evaluate(), l1t::CaloCondition.evaluateCondition(), L1ExtraParticleMapProd.evaluateDoublePlusSingleObjectTrigger(), L1ExtraParticleMapProd.evaluateForwardRapidityGap(), L1ExtraParticleMapProd.evaluateQuadSameObjectTrigger(), L1ExtraParticleMapProd.evaluateTripleSameObjectTrigger(), trklet::TrackletEventProcessor.event(), trklet::TripletEngine.execute(), DDHGCalCell.execute(), DDHGCalWafer8.execute(), DDTIDModulePosAlgo.execute(), DDHGCalWaferF.execute(), DDHGCalWaferP.execute(), DDHCalLinearXY.execute(), DDTIDAxialCableAlgo.execute(), DDTIDModuleAlgo.execute(), trklet::TrackletProcessor.execute(), DDHGCalWaferAlgo.execute(), DDHCalForwardAlgo.execute(), DDHGCalModule.execute(), DDHGCalHEFileAlgo.execute(), DDHGCalEEAlgo.execute(), DDHGCalHEAlgo.execute(), DDHGCalEEFileAlgo.execute(), DDHGCalMixLayer.execute(), DDHGCalSiliconModule.execute(), DDEcalBarrelNewAlgo.execute(), MagFieldConfig.expandList(), TFParams.f3deg(), FastTimeParametersESModule.FastTimeParametersESModule(), VVIObj.fcn(), VVIObjF.fcn(), sistripvvi::VVIObj.fcn(), TrackQuality.featureTransform(), pos::PixelCalibConfiguration.fedCardsAndChannels(), spf::SherpackFetcher.Fetch(), L1GctElectronFinalSort.fetchInput(), L1RCT.fileInput(), edm::FileRandomMultiParticlePGunProducer.FileRandomMultiParticlePGunProducer(), CalibrationScanTask.fill(), CalibrationTask.fill(), big::bigEntry.fill(), HiEvtPlaneFlatten.fill(), MaterialBudgetHcalHistos.fillBeginJob(), CSCChamberIndexValues.fillChamberIndex(), CSCChamberMapValues.fillChamberMap(), CSCCrateMapValues.fillCrateMap(), FWECALCaloDataDetailViewBuilder.fillData(), WriteCTPPSPixGainCalibrations.fillDB(), CSCDDUMapValues.fillDDUMap(), edm::ProcessBlockHelper.fillFromPrimaryInputWhenNotEmpty(), SiPixelDataQuality.fillGlobalQualityPlot(), SiPixelActionExecutor.fillGrandBarrelSummaryHistos(), SiPixelActionExecutor.fillGrandEndcapSummaryHistos(), DQMFEDIntegrityClient.fillHistograms(), SiStripSummaryCreator.fillHistos(), PixelCPEFast.fillParamsForGpu(), edm::Principal.fillPrincipal(), RPCSeedrecHitFinder.fillrecHits(), edm::eventsetup::EventSetupRecordProvider.fillReferencedDataKeys(), DynamicTruncation.fillSegmentMaps(), popcon::EcalPulseSymmCovariancesHandler.fillSimPulseSymmCovariance(), SiStripCertificationInfo.fillSiStripCertificationMEs(), QcdLowPtDQM.fillTracklets(), HcalIsoTrkSimAnalyzer.fillTree(), HcalIsoTrkAnalyzer.fillTree(), HGCalParameters.fillTrForm(), DTSurvey.FillWheelInfo(), CSCDigiValidator.filter(), AlCaIsoTracksFilter.filter(), DAClusterizerInZT_vect.find_nearest(), PPSAlignmentConfigurationESSource.findDirectoryWithName(), PPSAlignmentConfigESSource.findDirectoryWithName(), L1GctHardwareJetFinder.findFinalClusters(), edm::MapOfVectors< std::string, AnalysisDescription * >.findKey(), METCorrectorParametersCollection.findLabel(), MEtXYcorrectParametersCollection.findLabel(), JetCorrectorParametersCollection.findLabel(), SimG4FluxProducer.findLV(), HGCPassive.findLV(), CSCHitFromStripOnly.findMaxima(), edm.findOrInsert(), TMatacq.findPeak(), L1GctHardwareJetFinder.findProtoClusters(), HGCalTBMB.findVolume(), HGCalTBMBProducer.findVolume(), CSCXonStrip_MatchGatti.findXOnStrip(), CSCChamberFitter.fit(), LagrangeParentParticleFitter.fit(), BSFitter.Fit_d0phi(), BSFitter.Fit_d_likelihood(), BSFitter.Fit_d_z_likelihood(), BSFitter.Fit_dres_z_likelihood(), PulseFitWithFunction.Fit_parab(), TSFit.fit_third_degree_polynomial(), BSFitter.Fit_z_likelihood(), FakeBeamMonitor.FitAndFill(), TFParams.fitpj(), JetCoreClusterSplitter.fittingSplit(), edm::FlatRandomMultiParticlePGunProducer.FlatRandomMultiParticlePGunProducer(), gpuPixelDoublets.for(), CTPPSTotemDataFormatter.formatRawData(), edm::service::ELstatistics.formSummary(), TSFit.fpol3dg(), CMSCGEN.generate(), HCAL_HLX::TCPReceiver.GenerateFakeData(), HCAL_HLX::TCPReceiver.GenerateRandomData(), edm::Association< C >.get(), get_index_triu_vector(), DAClusterizerInZT_vect.get_Tc(), magfieldparam::HarmBasis3DCyl.GetBphi_k(), magfieldparam::HarmBasis3DCyl.GetBr_k(), fwlite::DataGetterHelper.getByBranchDescription(), magfieldparam::HarmBasis3DCyl.GetBz_k(), magfieldparam::BFit3D.GetC(), HGCalParametersFromDD.getCellPosition(), CSCTMBMiniScope.getChannelsInTbin(), HGCalGeometry.getClosestCellIndex(), EcalBarrelGeometry.getClosestEndcapCells(), HcalGeometry.getCorners(), PSFitter::HybridMinimizer.GetCovMatrix(), LMFDat.getData(), EcalRingCalibrationTools.getDetIdsInRing(), CDFRunInfo.getDouble(), ECFAdder.getECF(), MuonGeometryConstants.getEntry(), HcalDDDRecConstants.getEtaBins(), FastTimeDDDConstants.getEtaPhi(), HiEvtPlaneFlatten.getFlatPsi(), HcalLutManager.getHEFineGrainLUTs(), PSFitter::HybridMinimizer.GetHessianMatrix(), HcalDDDRecConstants.getHFCellParameters(), HcalSimHitsClient.getHistogramTypes(), SimHitsValidationHcal.getHistogramTypes(), HGCalParameters.getID(), CDFRunInfo.getInt(), HGCalDDDConstants.getLayer(), HcalDDDRecConstants.getLayerBack(), HcalDDDRecConstants.getLayerFront(), SiStripHitEffFromCalibTree.GetLayerName(), SiStripHitEffFromCalibTree.GetLayerSideName(), RPCReadOutMapping.getLBforChamber(), tmtt::HTrphi.getMbinRange(), HGCalParameters.getModule(), HGCalDDDConstants.getModules(), GetMPV(), RPCDBPerformanceHandler.getNewObjects(), popcon::EcalPulseSymmCovariancesHandler.getNewObjects(), popcon::EcalTPGTPModeHandler.getNewObjects(), popcon::EcalDAQHandler.getNewObjects(), popcon::EcalDCSHandler.getNewObjects(), HcalDDDRecConstants.getOneEtaBin(), FastLineRecognition.getOneLine(), SimTrackManager.getOrCreateVertex(), LMFCorrCoefDat.getParameters(), TMom.getPeak(), HcalDDDSimConstants.getPhis(), HcalDDDRecConstants.getPhis(), HcalDDDRecConstants.getPhiZOne(), DeepTauId.getPredictions(), CastorShowerLibraryMaker.GetPrimary(), edm::PtrVectorBase.getProduct_(), AlCaHcalIsotrkProducer.getProducts(), magfieldparam::HarmBasis3DCyl.GetPtn_k(), RPCReadOutMapping.getRAWSpecForCMSChamberSrip(), HcalQie.getShape(), CSCTMBBlockedCFEB.getSingleCFEBList(), CaloTowerGeometry.getSummary(), FastTimeGeometry.getSummary(), CaloSubdetectorGeometry.getSummary(), HcalGeometry.getSummary(), NjettinessAdder.getTau(), edm::root::FWLiteDelayedReader.getTheProduct(), edm::detail.getThinnedProducts(), edm::detail.getThinnedProductsOnSlimmingDepth(), HGCalParameters.getTrForm(), HGCalDDDConstants.getTrForms(), HGCSiliconDetIdToROC.getTriggerId(), HGCalWaferType.getType(), HcalSiPMCharacteristics.getType(), HGCalWaferMask.getTypeMode(), EcalEndcapNumberingScheme.getUnitID(), EcalPreshowerNumberingScheme.getUnitID(), EcalBarrelNumberingScheme.getUnitID(), magfieldparam::HarmBasis3DCyl.GetVal(), EcalClusterCrackCorrection.getValue(), ESTrivialConditionRetriever.getWeightsFromConfiguration(), EcalEndcapGeometry.gId(), PSFitter::HybridMinimizer.GlobalCC(), HGCalWaferMask.goodTypeMode(), DDExpandedView.goTo(), GlobalTrackerMuonAlignment.gradientGlobalAlg(), CaloTowersCreationAlgo.hadShwrPos(), HankelKn(), magfieldparam::HarmBasis3DCyl.HarmBasis3DCyl(), hitfit::Objpair.has_constraint(), GenHFHadronMatcher.hasHadronDaughter(), HcalBarrelAlgo.HcalBarrelAlgo(), HcalDumpGeometry.HcalDumpGeometry(), HcalIsoTrkAnalyzer.HcalIsoTrkAnalyzer(), HcalIsoTrkSimAnalyzer.HcalIsoTrkSimAnalyzer(), HcalLedAnalysis.HcalLedAnalysis(), HcalNumberingFromPS.HcalNumberingFromPS(), HcalPedestalAnalysis.HcalPedestalAnalysis(), HCALResponse.HCALResponse(), HcalSeverityLevelComputer.HcalSeverityLevelComputer(), HcalTopology.HcalTopology(), CSCChamberFitter.hessian(), HGCalEEAlgo.HGCalEEAlgo(), HGCalEEFileAlgo.HGCalEEFileAlgo(), HGCalHEAlgo.HGCalHEAlgo(), HGCalHEFileAlgo.HGCalHEFileAlgo(), HGCalHitValidation.HGCalHitValidation(), HGCalMixLayer.HGCalMixLayer(), HGCalMouseBite.HGCalMouseBite(), HGCalSiliconModule.HGCalSiliconModule(), HGCalTBAnalyzer.HGCalTBAnalyzer(), HGCalTBMB.HGCalTBMB(), HGCalTBMBAnalyzer.HGCalTBMBAnalyzer(), HGCalTBMBProducer.HGCalTBMBProducer(), HGCalWaferType.HGCalWaferType(), HGCMouseBite.HGCMouseBite(), HGCPassive.HGCPassive(), HGCSensitiveDetectorBuilder.HGCSensitiveDetectorBuilder(), SimHitsValidationHcal.histId(), cms::DDFilteredView.history(), CSCMake2DRecHit.hitFromStripAndWire(), HLTPixlMBFilt.hltFilter(), HLTPixlMBForAlignmentFilter.hltFilter(), HLTRPCTrigNoSyncFilter.hltFilter(), edm::EventSelector.identical(), Grid3D.index(), RPLinearInduceChargeOnStrips.Induce(), InduceChargeFP420.induce(), SiTrivialInduceChargeOnStrips.induceVector(), TPNFit.init(), JetCorrectorParametersHelper.init(), TMatacq.init(), CircleFromThreePoints.init(), tnp::BaseTreeFiller.init(), RPCWheel.initialise(), TTUEmulator.initialise(), HcalLayerDepthMap.initialize(), DDHGCalCell.initialize(), DDHGCalWafer8.initialize(), DDHGCalWaferF.initialize(), DDHGCalWaferP.initialize(), DDHGCalWafer.initialize(), DDHGCalTBModuleX.initialize(), DDHGCalWaferAlgo.initialize(), DDHGCalEEAlgo.initialize(), DDHGCalHEAlgo.initialize(), DDHGCalHEFileAlgo.initialize(), BaseNumericalRandomGenerator.initialize(), FastTimeDDDConstants.initialize(), DDHGCalEEFileAlgo.initialize(), DDHGCalMixLayer.initialize(), DDHGCalSiliconModule.initialize(), HcalDDDSimConstants.initialize(), CMSCGEN.initialize(), HcalDDDRecConstants.initialize(), L1GtVhdlWriterCore.initializeDeltaConditions(), CastorShowerLibraryMaker.InitSLHolder(), BinningPointByMap.insert(), cmsutil::SimpleAllocHashMultiMap< K, V, Hasher, Equals, Alloc >.insert(), DAClusterizerInZ_vect::vertex_t.insertItem(), DAClusterizerInZT_vect::vertex_t.insertItem(), DAClusterizerInZT_vect::vertex_t.insertOrdered(), HLLHCEvtVtxGenerator.integrandCC(), LinearGridInterpolator3D.interpolate(), TMatacq.interpolate(), TSFit.inverms(), TFParams.inverpj(), trklet::TrackDerTable.invert(), math::cholesky.invertNN(), EwkMuLumiMonitorDQM.IsMuMatchedToHLTMu(), IsoTrackCalib.IsoTrackCalib(), IsoTrackCalibration.IsoTrackCalibration(), IsoTrig.IsoTrig(), edm.isTransientEqual(), HLTInclusiveVBFSource.isTriggerObjectFound(), JetMETHLTOfflineSource.isTriggerObjectFound(), kount_(), L1ScalersClient.L1ScalersClient(), L1TrackJetProducer.L2_cluster(), HcalDDDSimConstants.layerGroup(), HcalDDDRecConstants.layerGroup(), HcalDDDSimConstants.layerGroupSize(), HcalDDDRecConstants.layerGroupSize(), CastorLedAnalysis.LedCastorHists(), HcalLedAnalysis.LedHBHEHists(), HcalLedAnalysis.LedHFHists(), HcalLedAnalysis.LedHOHists(), CSCChamberFitter.lhsVector(), HcalHardcodeGeometryLoader.load(), CovarianceParameterization.load(), MP7PacketReader.load(), mxnet::cpp::Block.load_parameters(), HGCalGeomParameters.loadCellParsHexagon(), HGCalGeomParameters.loadCellTrapezoid(), HcalGeomParameters.loadfinal(), HcalGeomParameters.loadGeometry(), HGCalGeomParameters.loadGeometryHexagon(), HGCalGeomParameters.loadGeometryHexagon8(), MaterialBudgetVolume.loadLV(), ClusterShapeHitFilter.loadPixelLimits(), HGCalGeomParameters.loadSpecParsHexagon(), HGCalGeomParameters.loadSpecParsHexagon8(), HGCalGeomParameters.loadSpecParsTrapezoid(), ClusterShapeHitFilter.loadStripLimits(), HGCalGeomParameters.loadWaferHexagon(), HGCalGeomParameters.loadWaferHexagon8(), ls_cert_type(), main(), HybridClusterAlgo.mainSearch(), EcalSensitiveDetectorBuilder.make(), HGCSensitiveDetectorBuilder.make(), HGCalSensitiveDetectorBuilder.make(), TMultiDimFet.MakeCandidates(), RPCFakeCalibration.makeCls(), HGCal3DClustering.makeClusters(), TMultiDimFet.MakeCoefficientErrors(), TMultiDimFet.MakeCorrelation(), TMultiDimFet.MakeGramSchmidt(), HcalFlexiHardcodeGeometryLoader.makeHBCells(), HcalFlexiHardcodeGeometryLoader.makeHECells(), HcalFlexiHardcodeGeometryLoader.makeHECells_H2(), RPCFakeCalibration.makeNoise(), TMultiDimFet.MakeNormalized(), TMultiDimFet.MakeParameterization(), PiZeroAnalyzer.makePizero(), CMSG4CheckOverlap.makeReportForOverlaps(), CSCHitFromStripOnly.makeStripData(), SiStripHitEffFromCalibTree.makeSummary(), edm::detail.makeThinnedIndexes(), HeavyFlavorValidation.match(), HLTMuonMatchAndPlot.matchByDeltaR(), Primary4DVertexValidation.matchReco2Sim(), MaterialBudgetVolume.MaterialBudgetVolume(), MaterialBudgetVolumeAnalysis.MaterialBudgetVolumeAnalysis(), HGCalDDDConstants.maxCells(), HcalDDDSimConstants.maxHFDepth(), HGCalDDDConstants.maxRows(), spu.md5_File(), DAClusterizerInZ.merge(), DAClusterizerInZ_vect.merge(), Phase2TrackerDigitizerAlgorithm.module_killing_DB(), HGCalDDDConstants.modulesInit(), RKCurvilinearDistance< T, N >.momentum(), L1TUtmTriggerMenu.murmurHashNeutral2(), reco::Mustache.MustacheClust(), HcalIsoTrkSimAnalyzer.newId(), HcalIsoTrkAnalyzer.newId(), AlCaHcalIsotrkProducer.newId(), L1RCTChannelMaskOnlineProd.newObject(), L1CaloHcalScaleConfigOnlineProd.newObject(), CMSSteppingVerbose.NextStep(), CSCRecoConditions.noiseMatrix(), HGCalDDDConstants.numberCells(), HashIntGlobalPointPair.operator()(), CartesianLorentzForce.operator()(), PathToPlane2Order.operator()(), HcalChebyshevFunctor.operator()(), TtSemiLRSignalSelObservables.operator()(), cond::SmallWORMDict::IterHelp.operator()(), TrackCollectionCloner::Producer.operator()(), std::hash< DTCELinkId >.operator()(), MonitorElementData::Key.operator<(), pos.operator<<(), hitfit.operator<<(), operator<<(), operator>>(), cond::SmallWORMDict.operator[](), METCorrectorParametersCollection.operator[](), MEtXYcorrectParametersCollection.operator[](), JetCorrectorParametersCollection.operator[](), hitfit::Pair_Table.Pair_Table(), TFParams.parab(), VertexKinematicConstraint.parametersDerivative(), EcalTrigPrimESProducer.parseTextFile(), HBHEPulseShapeFlagSetter.PerformDualNominalFit(), trajectoryStateTransform.persistentState(), L1MuBMAssignmentUnit.PhiAU(), L1MuDTAssignmentUnit.PhiAU(), SiPixelTemplateReco.PixelTempReco1D(), SiPixelTemplateReco2D.PixelTempReco2D(), SiPixelChargeReweightingAlgorithm.PixelTempRewgt2D(), SiPixelTemplateSplit.PixelTempSplit(), EcalDAQTowerStatusXMLTranslator.plot(), EcalDCSTowerStatusXMLTranslator.plot(), VertexKinematicConstraint.positionDerivative(), DDHGCalMixLayer.positionMix(), HGCalMixLayer.positionMix(), DDHGCalTBModule.positionSensitive(), DDHGCalTBModuleX.positionSensitive(), DDHGCalSiliconModule.positionSensitive(), HGCalSiliconModule.positionSensitive(), edm::NoProcessProductResolver.prefetchFailed(), CSCCrosstalkDBConditions.prefillDBCrosstalk(), CSCGainsDBConditions.prefillDBGains(), CSCNoiseMatrixDBConditions.prefillDBNoiseMatrix(), CSCPedestalsDBConditions.prefillDBPedestals(), FWTrackResidualDetailView.prepareData(), edm::Principal.Principal(), L1RCTChannelMask.print(), L1RCTNoisyChannelMask.print(), CSCTMBMiniScope.print(), CSCStripHit.print(), CSCRecHit2D.print(), edm::service::RandomNumberGeneratorService.print(), RPCWheel.print_wheel(), cscdqm::StripClusterFinder.printClusters(), RPCWheel.printinfo(), TTUEmulator.printinfo(), RPCTechnicalTrigger.printinfo(), FBaseSimEvent.printMCTruth(), CastorShowerLibraryMaker.printSLstatus(), PrintGeomSummary.printSummary(), HcalDDDSimConstants.printTileHB(), HcalDDDSimConstants.printTileHE(), L1RCTProducer.printUpdatedFedMaskVerbose(), RBCPatternLogic.process(), RBCTestLogic.process(), RBCChamberORLogic.process(), RPCWheel.process(), DTuROSRawToDigi.process(), PixelTemplateSmearerBase.process(), cscdqm::EventProcessor.processCSC(), HcalPedestalAnalysis.processEvent(), L1TTwinMuxRawToDigi.processFed(), HcalLedAnalysis.processLedEvent(), TTUEmulator.processTtu(), TTStubAssociator< T >.produce(), RawDataCollectorByLabel.produce(), FastTimeParametersESModule.produce(), pat::PATVertexSlimmer.produce(), SubdetFEDSelector.produce(), HcalCalibFEDSelector.produce(), PixelTracksProducer.produce(), HLTTriMuonIsolation.produce(), TtHadEvtSolutionMaker.produce(), SiStripRegFEDSelector.produce(), QjetsAdder.produce(), ECALRegFEDSelector.produce(), citk::PFIsolationSumProducerForPUPPI.produce(), PixelVertexProducerFromSoA.produce(), MuonNumberingESProducer.produce(), SiPixelRecHitFromCUDA.produce(), pat::PATJetUpdater.produce(), TrackMVAClassifierBase.produce(), citk::PFIsolationSumProducer.produce(), SimG4FluxProducer.produce(), HGCPassive.produce(), HLTJetCollForElePlusJets< T >.produce(), EcalFEDWithCRCErrorProducer.produce(), DeepDoubleXTagInfoProducer.produce(), CastorTowerProducer.produce(), HcalHitReconstructor.produce(), VIDNestedWPBitmapProducer< T >.produce(), pat::PATJetProducer.produce(), AlCaHcalNoiseProducer.produce(), l1t::GenToInputProducer.produce(), DeepFlavourTagInfoProducer.produce(), CaloSteppingAction.produce(), RPCTechnicalTrigger.produce(), AlCaHcalHBHEMuonProducer.produce(), AlCaHcalIsotrkProducer.produce(), BaseMVAValueMapProducer< T >.produce(), EcalTrivialConditionRetriever.produceEcalDAQTowerStatus(), EcalTrivialConditionRetriever.produceEcalDCSTowerStatus(), EcalTrivialConditionRetriever.produceEcalDQMTowerStatus(), ecaldqm::MLClient.producePlots(), TFParams.produit_mat(), TFParams.produit_mat_int(), ProjectMatrix< T, N, D >.project(), ProjectMatrix< T, N, D >.projectAndSubtractFrom(), spr.propagateHCAL(), CSCTFPtMethods.Pt2StnChiSq(), CSCTFPtMethods.Pt3StnChiSq(), DAClusterizerInZ.purge(), DAClusterizerInZ_vect.purge(), DAClusterizerInZT_vect.purge(), SiPixelGenError.pushfile(), SiPixelTemplate2D.pushfile(), SiPixelTemplate.pushfile(), TShapeAnalysis.putAllVals(), GenHFHadronMatcher.putMotherIndex(), HGCalGeomTools.radius(), L1RCT.randomInput(), edm::RandomMultiParticlePGunProducer.RandomMultiParticlePGunProducer(), AcceptJet.ratio(), TMatacq.rawPulseAnalysis(), RCTConfigProducers.RCTConfigProducers(), l1t::XmlConfigParser.readContext(), StoreEcalCondition.readEcalTBWeightsFromFile(), TEcnaRootFile.ReadElement(), TEcnaRootFile.ReadElementNextEntryNumber(), StoreESCondition.readESTimeSampleWeightsFromFile(), HcalForwardLibWriter.readUserData(), EcalPulseSymmCovariancesXMLTranslator.readXML(), funct::HistoPdf.rebin(), RecAnalyzerHF.RecAnalyzerHF(), RecAnalyzerMinbias.RecAnalyzerMinbias(), InvRingCalib.RegPrepare(), DAClusterizerInZ_vect::vertex_t.removeItem(), DAClusterizerInZT_vect::vertex_t.removeItem(), DTTracoLUTs.reset(), BtoCharmDecayVertexMergerT< VTX >.resolveBtoDchain(), edm::NoProcessProductResolver.resolveProduct_(), edm::PoolOutputModule.respondToOpenInputFile(), lumi::LumiDummy2DB.retrieveData(), DDHGCalTBModule.rMax(), DDHGCalModuleAlgo.rMax(), DDHGCalModule.rMax(), edm::RunningAverage.RunningAverage(), BeamFitter.runPVandTrkFitter(), TTUTrackingAlg.runSeedBuster(), DTLocalTriggerTask.runTMAnalysis(), SiG4UniversalFluctuation.SampleFluctuations(), LandauFP420.SampleFluctuations(), SaveSimTrack.SaveSimTrack(), HGCalParameters.scaleTrForm(), riemannFit.scatter_cov_rad(), riemannFit.scatterCovLine(), RPCTechnicalTrigger.searchCoincidence(), AlCaHBHEMuonProducer.select(), SelectedElectronFEDListProducer< TEle, TCand >.SelectedElectronFEDListProducer(), TSFit.set_params(), CaloCellGeometry.setCornerVec(), HcalSiPM.setCrossTalk(), CaloGVHit.setID(), CaloG4Hit.setID(), DTBtiTrigData.setK(), DTTracoTrigData.setK(), HcalForwardAnalysis.setPhotons(), RPCWheel.setProperties(), RPCWheel.setSpecifications(), TTUEmulator.setSpecifications(), TrackingSlaveSD.setTrackId(), UpdatablePSimHit.setTrackId(), FWTabularWidget.setWidthOfTextInColumns(), SourceCardRouting.SFPtoVHDCI(), HcalQie.shape(), RPixChargeShare.Share(), L1RCT.shareNeighbors(), edm.sigInventory(), SimG4FluxProducer.SimG4FluxProducer(), SimG4HGCalValidation.SimG4HGCalValidation(), HcalSimHitsClient.SimHitsEndjob(), GEMNoiseModel.simulate(), ME0SimpleModel.simulateNoise(), DDCoreToDDXMLOutput.solid(), IdealResult.solve(), JanAlignmentAlgorithm.solve(), l1t.SortEGammas(), tracking::TempMeasurements.sortIndex(), RPCSeedLayerFinder.SpecialLayers(), HcalDDDRecConstants.specialRBXHBHE(), DAClusterizerInZ_vect.split(), DAClusterizerInZT_vect.split(), DAClusterizerInZ.splitAll(), TkSimHitPrinter.startNewSimHit(), FastTSGFromPropagation.stateOnDet(), HcalIsoTrkSimAnalyzer.storeEnergy(), HcalIsoTrkAnalyzer.storeEnergy(), AlCaHcalIsotrkProducer.storeEnergy(), storeTracks(), DDI::Polycone.stream(), DDI::Polyhedra.stream(), DDI::ExtrudedPolygon.stream(), StudyCaloResponse.StudyCaloResponse(), IsoTrig.studyIsolation(), IsoTrig.studyTrigger(), edm::service::ELstatistics.summaryForJobReport(), TrackerGeometryCompare.surveyToTracker(), ApeSettingAlgorithm.terminate(), DAClusterizerInZ_vect.thermalize(), DAClusterizerInZT_vect.thermalize(), HDRShower.thetaFunction(), RPCSeedPattern.ThreePointsAlgorithm(), EventShape.thrust(), HGCalDDDConstants.tileCount(), TMatacq.TMatacq(), TrackerG4SimHitNumberingScheme.touchToNavStory(), trklet::FitTrack.trackFitChisq(), tauImpactParameter::TrackHelixVertexFitter.TrackHelixVertexFitter(), SeedForPhotonConversionFromQuadruplets.trajectorySeed(), edm::OneToValue< BasicClusterCollection, float, unsigned short >.transientMap(), edm::OneToOneGeneric< std::vector< TrackCandidate >, std::vector< Trajectory >, unsigned int >.transientMap(), edm::OneToMany< std::vector< Trajectory >, std::vector< TrajectorySeed >, unsigned int >.transientMap(), edm::OneToManyWithQualityGeneric< TrackingParticleCollection, edm::View< reco::Track >, double >.transientMap(), trajectoryStateTransform.transientState(), dqmservices::TriggerSelector::TreeElement.TreeElement(), HFNoseTriggerDetId.triggerCellY(), HGCalTriggerDetId.triggerCellY(), edm::NoProcessProductResolver.tryPrefetchResolverAsync(), RectangularCylindricalMFGrid.uncheckedValueInTesla(), HcalDDDRecConstants.unmergeDepthDetId(), l1t::stage1.unpack_region(), RctRawToDigi.unpackCTP7(), spu.Untar(), HouseholderDecomposition.unzipMatrix(), EcalDumpGeometry.update(), HcalDumpGeometry.update(), edm::RunningAverage.update(), PrintGeomSummary.update(), SimG4FluxProducer.update(), HGCPassive.update(), DAClusterizerInZ.update(), MaterialBudgetVolume.update(), MaterialBudgetHcalProducer.update(), SimG4HGCalValidation.update(), CaloSteppingAction.update(), DAClusterizerInZ_vect.update(), DAClusterizerInZT_vect.update(), calo::multifit.update_decomposition_forwardsubst_with_offsets(), SiStripQualityStatistics.updateAndSave(), L1RCTProducer.updateFedVector(), BinningPointByMap.value(), DAClusterizerInZ_vect.verify(), DAClusterizerInZT_vect.verify(), PrimaryVertexMonitor.vertexPlots(), DAClusterizerInZ.vertices(), DAClusterizerInZ_vect.vertices(), DAClusterizerInZT_vect.vertices(), SourceCardRouting.VHDCItoSFP(), CSCDCCUnpacker.visual_raw(), FWRPZView.voteCaloMaxVal(), VVIObj.VVIObj(), sistripvvi::VVIObj.VVIObj(), VVIObjF.VVIObjF(), HGCalGeomTools.waferCorner(), HGCalDDDConstants.waferFromCopy(), HGCalDDDConstants.waferFromPosition(), HGCalWaferMask.waferXY(), edm::Lumi3DReWeighting.weight3D_init(), reweight::LumiReWeighting.weight3D_init(), reweight::LumiReWeighting.weight3D_set(), gpuVertexFinder.while(), EcalWeightSetXMLTranslator.write10x10(), EcalWeightSetXMLTranslator.write3x10(), L1GtVhdlWriterCore.writeAlgoSetup(), lumi::Lumi2DB.writeAllLumiData(), lumi::Lumi2DB.writeAllLumiDataToSchema2(), EcalTBWeightsXMLTranslator.writeChi2WeightMatrix(), LMFDat.writeDB(), VirtualJetProducer.writeJets(), EcalTBWeightsXMLTranslator.writeWeightMatrix(), SiPixelTemplate.xtemp3d(), SiPixelTemplate.xtemp3d_int(), L1TOccupancyClient.xySymmetry(), SiPixelTemplate2D.xytemp(), SiPixelTemplate.ytemp3d(), SiPixelTemplate.ytemp3d_int(), DAClusterizerInZT_vect.zorder(), HGCalGeomTools.zradius(), and DTTracoLUTs.~DTTracoLUTs().
| list isotrackApplyRegressor.keepvars = ['t_nVtx', 't_ieta', 't_eHcal10', 't_eHcal30', 't_delta', 't_hmaxNearP','t_emaxNearP', 't_hAnnular', 't_eAnnular', 't_rhoh', 't_pt','t_eHcal', 't_p', 't_eMipDR'] |
Definition at line 63 of file isotrackApplyRegressor.py.
| list isotrackApplyRegressor.maxa = [138, 15, 138.26640254695667, 155.83508832909865, 50.9643486259738, 17.140547914961605, 2870.424876287056, 35.727171580074355, 17.763740802183747, 26.38359781195008, 59.169594172331905, 133.07561272289604, 122.8542027361691, 59.977312414583295, 0.9999987781047821, 133.07561272289604, 50.9643486259738, 15] |
Definition at line 81 of file isotrackApplyRegressor.py.
| list isotrackApplyRegressor.mina = [20, -15, 17.33086721925065, 17.655660001095384, 0.0, -1.0, -1.0, 0.0, -5.33359869197011, 4.093925265397289, 20.783629520782718, 16.998163268435746, 20.000221125315875, 40.074083721419896, 0.0, 16.998163268435746, 0.0, -15] |
Definition at line 80 of file isotrackApplyRegressor.py.
| list isotrackApplyRegressor.mipdr = dfspu['t_eMipDR'] |
Definition at line 130 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.model = load_model(modeln) |
Definition at line 111 of file isotrackApplyRegressor.py.
Referenced by data_formats._dicts_to_orm_objects(), EnergyResolutionVsLumi.calcampDropPhotoDetector(), EnergyResolutionVsLumi.calcampDropTransparency(), EnergyResolutionVsLumi.calcLightCollectionEfficiencyWeighted(), EnergyResolutionVsLumi.calcLightCollectionEfficiencyWeighted2(), EnergyResolutionVsLumi.calcmuEM(), EnergyResolutionVsLumi.calcmuHD(), EnergyResolutionVsLumi.calcmuTot(), EnergyResolutionVsLumi.calcnoiseADC(), EnergyResolutionVsLumi.calcnoiseIncreaseADC(), EnergyResolutionVsLumi.calcresolutitonConstantTerm(), EnergyResolutionVsLumi.CalculateDegradation(), FWEveTextGL.DirectDraw(), edm::service::CPU.getModels(), querying.factory.object(), TritonService.preBeginJob(), CocoaAnalyzer.runCocoa(), TritonService.serverInfo(), GEMDigiModule.setGeometry(), gen::Pythia6Service.setSLHAFromHeader(), and GEMDigiModule.simulate().
| tuple isotrackApplyRegressor.modeln = parser.parse_args() |
Definition at line 41 of file isotrackApplyRegressor.py.
| list isotrackApplyRegressor.normkey = ['t_nVtx', 't_ieta', 't_eHcal10', 't_eHcal30', 't_delta', 't_hmaxNearP', 't_emaxNearP', 't_hAnnular', 't_eAnnular', 't_rhoh', 't_pt', 't_eHcal'] |
Definition at line 90 of file isotrackApplyRegressor.py.
| list isotrackApplyRegressor.parray = dfspu['t_p'] |
Definition at line 129 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.parser = argparse.ArgumentParser() |
Definition at line 32 of file isotrackApplyRegressor.py.
Definition at line 112 of file isotrackApplyRegressor.py.
Referenced by PixelTripletHLTGenerator.hitTriplets().
| string isotrackApplyRegressor.tag = 'barrel' |
Definition at line 119 of file isotrackApplyRegressor.py.
| tuple isotrackApplyRegressor.tree1 = uproot.open(fName1,xrootdsource=dict(chunkbytes=1024**3, limitbytes=1024**3)) |
Definition at line 48 of file isotrackApplyRegressor.py.
Referenced by SurveyInputCSCfromPins.analyze().
| list isotrackApplyRegressor.uncorrected_values = df['t_eHcal_xun'] |
Definition at line 101 of file isotrackApplyRegressor.py.
| list isotrackApplyRegressor.var = ['t_nVtx', 't_ieta', 't_eHcal10', 't_eHcal30', 't_delta', 't_hmaxNearP', 't_emaxNearP', 't_hAnnular', 't_eAnnular', 't_rhoh', 't_pt', 't_eHcal_x', 't_eHcal_y', 't_p', 't_eMipDR', 't_eHcal_xun', 't_delta_un', 't_ieta_un'] |
if using global norm cols_to_minmax = ['t_delta', 't_hmaxNearP','t_emaxNearP', 't_hAnnular', 't_eAnnular','t_pt','t_nVtx','t_ieta','t_eHcal10', 't_eHcal30','t_rhoh','t_eHcal'] df[cols_to_minmax] = df[cols_to_minmax].apply(lambda x: (x - x.min()) / (x.max() - x.min()) if (x.max() - x.min() > 0) else 1.0/200.0)
if using training norm
Definition at line 79 of file isotrackApplyRegressor.py.
Referenced by ecal::multifit::EventDataForScratchGPU.allocate(), L1TMuonDQMOffline.analyze(), L1TMuonDQMOffline.bookEfficiencyHistos(), MuonIsolationDQM.bookHistograms(), MuIsoValidation.bookHistograms(), L1TMuonDQMOffline.bookResolutionHistos(), PtAssignmentEngine2016.calculate_address(), PtAssignmentEngine2016.calculate_pt_xml(), TagProbeFitTreeAnalyzer.calculateEfficiency(), EcalSelectiveReadout.combineFlags(), GsfMultipleScatteringUpdator.compute(), pat::SoftMuonMvaEstimator.computeMva(), pat::MuonMvaEstimator.computeMva(), SeedMvaEstimator.computeMva(), GsfBetheHeitlerUpdator.correctedFirstVar(), VariableComputer.declare(), TableOutputBranches.defineBranchesFromFirstEvent(), SideBandSubtract.doSubtraction(), EmDQMPostProcessor.dqmEndJob(), EcalSCDynamicDPhiParameters.dynamicDPhiParameters(), EgammaHLTHGCalIDVarProducer.EgammaHLTHGCalIDVarProducer(), VarSplitter.eval(), VariablePower.eval(), tnp::BaseTreeFiller.fill(), fwlite::Scanner< Collection >.fillDataSet(), SiPixelActionExecutor.fillGrandBarrelSummaryHistos(), SiPixelActionExecutor.fillGrandEndcapSummaryHistos(), MuIsoValidation.FillHistos(), MuonIsolationDQM.FillHistos(), SimpleFlatTableProducer< T >.fillTable(), EventSingletonSimpleFlatTableProducer< T >.fillTable(), FirstObjectSimpleFlatTableProducer< T >.fillTable(), Fit_MaximumPoint(), TotemRPLocalTrackFitterAlgorithm.fitTrack(), PileupJetIdAlgo.getMVAval(), l1t::HGC3DClusterTMVASelector.HGC3DClusterTMVASelector(), reco::ElectronSeed.hitsMask(), JME::JetResolutionObject::Definition.init(), CharmTagger.initialize(), HeavyIonCSVTagger.initialize(), L2TauNNProducer.initializeGlobalCache(), intGauss(), JetCharge.JetCharge(), TEcnaRun.LowFrequencyNoise(), main(), MuonIsolationDQM.NormalizeHistos(), PhoGenericRhoPtScaledCut.operator()(), CalibCoeff.operator*=(), EcalMustacheSCParameters.parabolaParameters(), gen.parseHeader(), l1tpf::HGC3DClusterEgID.passID(), l1tpf::HGC3DClusterEgID.prepareTMVA(), l1t::HGC3DClusterTMVASelector.produce(), GlobalVariablesTableProducer.produce(), reco::tau.pt_weighted_dx(), gen::ParameterCollector.resolve(), JME::JetResolutionObject.saveToFile(), VariableFormulaEventSelector.select(), AssociatedVariableCollectionSelector< InputCollection, VarCollection, Selector, OutputCollection, StoreContainer, RefAdder >.select(), VariableEventSelector.select(), PhysicsTools::MVAComputer.setup(), TagProbeFitter.setWeightVar(), TEcnaRun.SigmaOfCorrelationsBetweenSamples(), TaggingVariablePlotter.TaggingVariablePlotter(), TagProbeFitTreeAnalyzer.TagProbeFitTreeAnalyzer(), PuppiContainer.var_within_R(), and trigger::EgammaObject.varNames().
| list isotrackApplyRegressor.X_train = data[:,0:12] |
Definition at line 105 of file isotrackApplyRegressor.py.
1.8.5
