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Set up a detailed evaluation, for the RTA presentation

Anthony Correia requested to merge anthonyc/detailed_evaluation into main

I had previously set up a detailed evaluation, as a function of the track geometry, in the change_learning_rate evaluation branch. This detailed evaluation will be reproduced with new changes introduced by !2 (merged) .

For next presentation

  • Reproduce the same training dataset
  • Run the overall inference pipeline
  • Define functions to do the detailed evaluation, as it was done in the change_learning_rate evaluation branch
  • Produce figures for tomorrow's presentation
  • Add new comparisons

New features

  • Update MonteTracko: essentially fix all typehint bugs
  • Be able to plot some metrics (e.g., efficiency) as a function of the geometry of the track (distance to line, distance to z-axis, etc.)
  • Fix a few bugs
  • Implement properly "reproduce=False" everywhere. The folder won't be reproduced if it is not empty, and this at every step, from preprocessing to track building
  • Now, step 2 and 4 can be run from the model directly
  • Add appropriate test samples
Edited by Anthony Correia

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