HWresearch
/

GNN4Colliders

graph-neural-network

high-energy-physics

particle-physics

event-classification

Model card Files Files and versions

7.24 MB

Ctrl+K

Ctrl+K

9 contributors

History: 130 commits

ho22joshua's picture

Claude Opus 5.5

fix: PFN class proportions when the random draw is exactly 0

0feeab7 about 1 hour ago

Pretrained_GNN
chore: keep only the final epoch of each pretrained model 6 days ago
configs
fix: leave files with fewer than 100 events out of the Open Data prior about 1 hour ago
docs
docs: correct the label-efficiency study and add a script that reruns it 4 days ago
plots
docs: add Hugging Face model card based on paper (#9) 2 months ago
scripts
fix: leave files with fewer than 100 events out of the Open Data prior about 1 hour ago
src
fix: PFN class proportions when the random draw is exactly 0 about 1 hour ago
tests
fix: PFN class proportions when the random draw is exactly 0 about 1 hour ago
.gitattributes
1.57 kB
Upload training_time.png 9 months ago
.gitignore
174 Bytes
chore: move test fixtures into tests/, flatten scripts/, drop paper source 6 days ago
.python-version
5 Bytes
feat: upgrade to Python 3.14 and PyTorch 2.14; add torch.compile and bfloat16 6 days ago
AGENTS.md
2.31 kB
feat: transformer pair attention bias and a Deep Sets model 6 days ago
README.md
112 kB
docs: drop dgl tag from model card metadata 6 days ago
pyproject.toml
1.43 kB
feat: evaluation subsample, Slurm wrappers for the study and label-efficiency plots 5 days ago
uv.lock
244 kB
feat: evaluation subsample, Slurm wrappers for the study and label-efficiency plots 5 days ago