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twongjirad edited this page Oct 21, 2022 · 7 revisions

Welcome to the icdl wiki!

Tutorials

The basics

  • Checking out and building the repository on a lab machine (e.g. trex, meitner, mayer, goeppert).
    • video
    • Includes instructions for connecting (ssh) into the remote machine with flags to be able to run remote jupyter notebook.
  • Opening a (simulated) data file and displaying a wireplane image.
    • Notebook: tutorials/tutorial_plot_wireplane_image.ipynb
    • video
  • Opening a (simulated) data file and displaying a wireplane image.
    • Notebook: tutorials/tutorial_plot_true_track_and_shower_trajectories.ipynb
    • video (to be added)
    • Also provides an explanation of the timing in the detector

Making Training Data

  • Creating 3D point proposals and voxel data from wire plane images, with labels from simulation files
    • Notebook: tutorials/tutorial_make_truthlabeled_spacepoints.ipynb
    • Covers the use of larflow::prep::PrepFlowMatchData, larflow::keypoints::PrepKeypoints, larflow::voxel::Voxelizer
    • Provides examples for visualizing the output
    • Provides examples of reading and writing spacepoint and voxeldata using larcv::IOManager
    • For scripts for running over the datasets on the cluster, larflow/larmatchnet/larmatch/prep.

Analysis scripts

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