Github code repository for the HEP.TrkX project, exploring and developing machine learning algorithms for tracking in High Energy Physics.
There are a few ongoing projects in this repo currently:
- rnnlhc: Using LSTMs to model dynamics of a track and predict 3D hit spacepoints.
- houghlike: Jean-Roch's work on detector-image transformations
- discrete_extraps: Predict hit locations on a discrete detector for track finding.