sdogsq / LorentzNet-release
[JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging
☆23Updated 2 years ago
Related projects ⓘ
Alternatives and complementary repositories for LorentzNet-release
- Official implementation of "Particle Transformer for Jet Tagging".☆82Updated 5 months ago
- Symmetry Preserving Attention Networks for Event Reconstruction☆37Updated 2 months ago
- Streamlined neural network training.☆25Updated last year
- ☆18Updated this week
- Python package for the EnergyFlow suite of tools.☆41Updated last week
- Jet-finding in the Scikit-HEP ecosystem.☆21Updated this week
- ☆21Updated last year
- Streamlined neural network training.☆43Updated 2 weeks ago
- Tutorials for the Deep Learning in Particle Physics course, spring semester 2022, at the University of Heidelberg.☆9Updated last year
- Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of …☆47Updated 2 years ago
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆12Updated last week
- ☆64Updated this week
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆47Updated 4 years ago
- madjax☆14Updated last year
- Python Package of the CMS Machine Learning Group☆19Updated last week
- A package for event file analysis and recasting of LHC results☆22Updated last month
- ☆13Updated 6 months ago
- A curated list of awesome high energy and particle physics software.☆52Updated 3 years ago
- ☆26Updated 3 months ago
- Docker image for MadGraph5_aMC@NLO☆19Updated last year
- ☆12Updated last year
- Library for getting your data into HEPData☆16Updated last month
- Lightweight Python interface to read Les Houches Event (LHE) files☆41Updated this week
- For developing and reproducing ML + HEP projects.☆22Updated this week
- Machine-learned, GPU-accelerated particle flow reconstruction☆24Updated this week
- Units and constants in the HEP system of units☆26Updated this week
- A tool for connecting programs to scan the parameter space of physics models☆10Updated 6 months ago
- differentiable (binned) likelihoods with JAX☆18Updated last week
- Transformer-guided diffusion for galaxy clustering. Code repository associated with https://arxiv.org/abs/2311.17141☆21Updated 10 months ago
- ☆23Updated 4 months ago