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CMS dataset v2.5.0: remove neutrinos from truth jets, postprocessing cleanup

Open jpata opened this issue 1 year ago • 0 comments

  • truth jets from CMSSW here are defined as ak4GenJet, not ak4GenJetsNoNu, therefore they include unreconstructable neutrinos and bias the final plots
    • therefore, redefine truth jets in postprocessing2.py to not include neutrinos
    • rename gp_ to cp_ for consistency in postprocessing2.py
  • split tfds generation to independent subsets 1-10, such that they can be generated separately
  • plotting code for CMS dataset validation using high statistics

TODO:

  • [x] regenerate postprocessing
  • [x] regenerate tfds
  • [ ] re-evaluate model (retraining not needed as inputs or targets did not change)

jpata avatar Oct 07 '24 06:10 jpata