HiggsDNA - Higgs to Diphoton NanoAOD Framework

HiggsDNA (Higgs to Diphoton NanoAOD Framework) is the tool used for Higgs to diphoton related analyses in Run3, based on nanoAOD and columnar packages like awkward-array and coffea.

• Installation
  • Standard Procedure
  • Docker & Singularity
• Main Concepts
  • Command Line Tool
  • Processors
    • Write a New Processor
  • Taggers
  • Systematic Uncertainties
• Workload Distribution
  • Working with Dask
    • Troubleshooting
      • KilledWorker
    • Connect to the Dashboard
  • LXPLUS Vanilla Submitter
• Workspace preparation for FinalFit interface
  • Standard Procedure
  • Merging step
  • Root step
  • Workspace step
  • Commands
• Instructions for Developers
  • Contribute
  • Update Documentation
  • Debug Unexpected Awkward Behavior
• Examples
  • Basic Example
  • Tag and Probe
  • Base workflow
  • \(Z(\mu \mu \gamma)\) processor
• API Reference Guide
  • higgs_dna
    • higgs_dna package
      • Subpackages
        • higgs_dna.metaconditions package
          • Subpackages
            • higgs_dna.metaconditions.corrections package
              • Module contents
            • higgs_dna.metaconditions.diphoton package
              • Module contents
            • higgs_dna.metaconditions.photon_id_mva_weights package
              • Module contents
          • Module contents
        • higgs_dna.samples package
          • Submodules
          • higgs_dna.samples.fetch module
            • get_dataset_dict()
            • get_fetcher_args()
          • Module contents
        • higgs_dna.selections package
          • Submodules
          • higgs_dna.selections.jet_selections module
            • jetvetomap()
            • select_jets()
          • higgs_dna.selections.lepton_selections module
            • select_electrons()
            • select_muons()
          • higgs_dna.selections.object_selections module
            • delta_r_mask()
          • Module contents
        • higgs_dna.systematics package
          • Submodules
          • higgs_dna.systematics.event_systematics module
          • higgs_dna.systematics.photon_systematics module
            • FNUF()
            • Scale()
            • ShowerShape()
            • Smearing()
            • photon_pt_scale_dummy()
          • Module contents
            • check_corr_syst_combinations()
        • higgs_dna.submission package
          • Submodules
          • higgs_dna.submission.lxplus module
            • LXPlusVanillaSubmitter
              • LXPlusVanillaSubmitter.submit()
          • Module contents
        • higgs_dna.tools package
          • Submodules
          • higgs_dna.tools.chained_quantile module
            • ChainedQuantileRegression
              • ChainedQuantileRegression.apply()
              • ChainedQuantileRegression.apply_charged_isolation()
              • ChainedQuantileRegression.apply_photon_isolation()
              • ChainedQuantileRegression.apply_shower_shapes()
            • create_evaluator()
            • wrapped_xgb
              • wrapped_xgb.center
              • wrapped_xgb.scale
              • wrapped_xgb.variables
          • higgs_dna.tools.diphoton_mva module
            • calculate_diphoton_mva()
            • calculate_retrained_diphoton_mva()
          • higgs_dna.tools.photonid_mva module
            • calculate_photonid_mva()
            • load_photonid_mva()
          • higgs_dna.tools.xgb_loader module
            • load_bdt()
          • Module contents
        • higgs_dna.utils package
          • Submodules
          • higgs_dna.utils.logger_utils module
            • setup_logger()
          • higgs_dna.utils.runner_utils module
            • get_main_parser()
            • get_proxy()
          • Module contents
        • higgs_dna.workflows package
          • Subpackages
            • higgs_dna.workflows.taggers package
              • Submodules
              • higgs_dna.workflows.taggers.DummyTagger1 module
                • DummyTagger1
                  • DummyTagger1.name
                  • DummyTagger1.priority
              • higgs_dna.workflows.taggers.DummyTagger2 module
                • DummyTagger2
                  • DummyTagger2.name
                  • DummyTagger2.priority
              • higgs_dna.workflows.taggers.HHWWggTagger module
                • HHWWggTagger
                  • HHWWggTagger.GetCategory()
                  • HHWWggTagger.electron_selection()
                  • HHWWggTagger.jet_selection()
                  • HHWWggTagger.muon_selection()
                  • HHWWggTagger.name
                  • HHWWggTagger.priority
              • Module contents
          • Submodules
          • higgs_dna.workflows.base module
            • HggBaseProcessor
              • HggBaseProcessor.add_diphoton_mva()
              • HggBaseProcessor.add_photonid_mva()
              • HggBaseProcessor.apply_filters_and_triggers()
              • HggBaseProcessor.postprocess()
              • HggBaseProcessor.process()
              • HggBaseProcessor.process_extra()
          • higgs_dna.workflows.dystudies module
            • DYStudiesProcessor
              • DYStudiesProcessor.postprocess()
              • DYStudiesProcessor.process_extra()
            • TagAndProbeProcessor
              • TagAndProbeProcessor.postprocess()
              • TagAndProbeProcessor.process()
              • TagAndProbeProcessor.process_extra()
          • Module contents
            • DYStudiesProcessor
              • DYStudiesProcessor.postprocess()
              • DYStudiesProcessor.process_extra()
      • Module contents

Indices and tables

• Index

• Module Index

• Search Page