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HWresearch
/
GNN4Colliders
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Haichen Wang Research Group
15
PyTorch
HWresearch/Delphes
gnn4colliders
graph-neural-network
high-energy-physics
particle-physics
event-classification
arxiv:
20 papers
Model card
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xet
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GNN4Colliders
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tests
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9 contributors
History:
30 commits
ho22joshua
Claude Opus 5.5
feat: TabPFN-like PFN options: summary tokens, alternating attention, per-task momentum scale, synthetic tasks and an inference ensemble
040449e
1 day ago
fixtures
chore: move test fixtures into tests/, flatten scripts/, drop paper source
8 days ago
conftest.py
Safe
2.23 kB
feat: tabular in-context models, LoRA meta-training, pretraining objectives and probes
7 days ago
test_config.py
Safe
1.46 kB
refactor: flat modules, one YAML per experiment, no Hydra
8 days ago
test_contrastive.py
Safe
4.8 kB
feat: tabular in-context models, LoRA meta-training, pretraining objectives and probes
7 days ago
test_data.py
8.66 kB
feat: PFN prior from the ATLAS Open Data 2025 MC, held-out processes and mixed classes
1 day ago
test_graphs.py
Safe
2.38 kB
refactor: flat modules, one YAML per experiment, no Hydra
8 days ago
test_jepa.py
Safe
8.05 kB
feat: tabular in-context models, LoRA meta-training, pretraining objectives and probes
7 days ago
test_models.py
Safe
4.78 kB
feat: transformer pair attention bias and a Deep Sets model
7 days ago
test_pfn.py
12 kB
feat: TabPFN-like PFN options: summary tokens, alternating attention, per-task momentum scale, synthetic tasks and an inference ensemble
1 day ago
test_probe.py
Safe
10.2 kB
fix: CKA of collapsed encoders, encoder labels and seeding
6 days ago
test_tabular.py
Safe
15.1 kB
feat: evaluation subsample, Slurm wrappers for the study and label-efficiency plots
7 days ago
test_tasks.py
Safe
2.61 kB
refactor: flat modules, one YAML per experiment, no Hydra
8 days ago
test_train.py
6.55 kB
fix: warm up CUDA graphs again after resuming; test split and all events in label_efficiency
1 day ago
test_workflows.py
Safe
7.44 kB
feat: evaluation subsample, Slurm wrappers for the study and label-efficiency plots
7 days ago