HEP.TrkX

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.

Name		Name	Last commit message	Last commit date
Latest commit History 347 Commits
NIPS-demo		NIPS-demo
discrete_extraps		discrete_extraps
end2end		end2end
exploratory		exploratory
gnn		gnn
houghlike		houghlike
nips_demo/animations		nips_demo/animations
rnnlhc		rnnlhc
seq2seq		seq2seq
tracking3d		tracking3d
tree_search		tree_search
vae		vae
.gitignore		.gitignore
README.md		README.md
contributors.txt		contributors.txt
setup.py		setup.py

lgray/heptrx-examples