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added I3NTMuonLabelExtractor #459

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RasmusOrsoe
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@RasmusOrsoe RasmusOrsoe commented Mar 20, 2023

I3NTMuonLabelExtractor extracts labels for muons exclusively on the northeren track dataset. These labels are needed to reconstruct energy and classify topology.

The labels are:

  •         "classification" - topology type in int
    
  •         "classification_emuon_deposited" - deposited muon energy
    
  •         "classification_emuon_entry" - muon of energy on entry of the detector
    
  •         "classification_emuon_cascade_energy" - cascade energy
    
  •         "classification_emuon_track_energy" - track energy
    
  •         "classification_emuon_track_length" - length of track
    
  •         "classification_label" - topology type in string format
    
  •         "coincident_muons" - :-)
    

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@Aske-Rosted Aske-Rosted left a comment

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Seems good to me as long as the padding_value (-1) is not the same as any of the values in the extracted features.

@RasmusOrsoe
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@Aske-Rosted thanks! It's not the same. :-)

@RasmusOrsoe RasmusOrsoe merged commit d760bde into graphnet-team:main Mar 21, 2023
RasmusOrsoe added a commit to RasmusOrsoe/graphnet that referenced this pull request Oct 25, 2023
…actor_northeren_tracks

added I3NTMuonLabelExtractor
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2 participants