GNN Tracking

All

15 repositories

model-exchange
Public
Jupyter Notebook
•0•1•0•1•Updated Sep 1, 2025Sep 1, 2025
paper-plots
Public
Paper for OC in mid 2023
Jupyter Notebook
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MIT License
•0•0•0•2•Updated Sep 1, 2025Sep 1, 2025
klieret-gnn-tracking-experiments
Public
Kilian's experimental notebooks
tracking ml trackml
Jupyter Notebook
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MIT License
•0•0•0•1•Updated Sep 1, 2025Sep 1, 2025
lst-condensation-hackathon
Public
Let's bring object condensation into the line segment tracking pipeline!
Jupyter Notebook
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MIT License
•0•0•0•1•Updated Sep 1, 2025Sep 1, 2025
jian-gnn-tracking-experiments
Public
Jian's GNN Tracking Repository
Jupyter Notebook
•
MIT License
•0•0•0•1•Updated Sep 1, 2025Sep 1, 2025
hyperparameter_optimization2
Public
Python
•
MIT License
•0•0•0•1•Updated Sep 1, 2025Sep 1, 2025
media
Public
Media files and plots
MIT License
•0•2•0•1•Updated Sep 1, 2025Sep 1, 2025
tutorials
Public
Tutorials for onboarding of the GNN Tracking project
Jupyter Notebook
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MIT License
•2•10•1•1•Updated Sep 1, 2025Sep 1, 2025
test-data
Public
Test data
MIT License
•0•0•0•1•Updated Sep 1, 2025Sep 1, 2025
gnn_tracking
Public
Reconstruct billions of particle trajectories with graph neural networks
tracking ai clustering ml hep hep-ex tracking-algorithm trackml gnn gnn-model
Python
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MIT License
•19•49•32•2•Updated Sep 1, 2025Sep 1, 2025
.github
Public
Organization wide default settings
0•0•0•1•Updated Aug 11, 2025Aug 11, 2025
aryaman-gnn-tracking-experiments
Public
Jupyter Notebook
•0•0•0•0•Updated Mar 21, 2024Mar 21, 2024
noise-classification
Public
Exploring pre-emptive removal of noisy particles from the pipeline
Jupyter Notebook
•0•0•0•0•Updated Mar 11, 2024Mar 11, 2024
devdoot-gnn-tracking-experiments
Public
Jupyter Notebook
•0•0•0•0•Updated Sep 24, 2023Sep 24, 2023
hyperparameter_optimization
Public archive
Hyperparameter optimization submission & helper scripts
tracking ai ml hyperparameter-optimization hyperparameter-tuning
Python
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MIT License
•0•3•9•2•Updated Sep 6, 2023Sep 6, 2023