nn Directory Reference

Description

New alignment: neural network solution

Solution of the alignment problem of the new alignment by mean squared error minimization with neural network training techniques: for each alignable detector element a custom single-layer model containing the measurement model is trained, and its weights give the alignment parameters.

File	Description
expdataNN.C	Exports the hits of the experimental data for the training
train.py	Training of the models with PyTorch (dependencies are declared in the script header for uv)
draw_tracks.py	Drawing of the tracks with matplotlib
out.txt	Example output of the training

Directory dependency graph for nn:

Files
	expdataNN.C