sdogsq / LorentzNet-release
[JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging
☆23Updated 2 years ago
Alternatives and similar repositories for LorentzNet-release:
Users that are interested in LorentzNet-release are comparing it to the libraries listed below
- ☆18Updated 2 weeks ago
- Python package for the EnergyFlow suite of tools.☆41Updated last month
- Official implementation of "Particle Transformer for Jet Tagging".☆93Updated 10 months ago
- Streamlined neural network training.☆26Updated 2 years ago
- Symmetry Preserving Attention Networks for Event Reconstruction☆39Updated last month
- Streamlined neural network training.☆46Updated 4 months ago
- Jet-finding in the Scikit-HEP ecosystem.☆23Updated this week
- Repository for <Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics> (J. Spinner et al 2024)☆22Updated 2 weeks ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆46Updated 4 years ago
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆13Updated 4 months ago
- ☆21Updated last year
- GNN classification for reconstructed HEP events stored in ROOT☆13Updated 2 years ago
- Lorentz group equivariant autoencoders based on Lorentz Group Network☆11Updated last year
- For developing and reproducing ML + HEP projects.☆22Updated 2 weeks ago
- ☆69Updated this week
- madjax☆14Updated 4 months ago
- Python Package of the CMS Machine Learning Group☆19Updated 4 months ago
- Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of …☆50Updated 3 years ago
- Tutorials for the Deep Learning in Particle Physics course, spring semester 2022, at the University of Heidelberg.☆11Updated 2 years ago
- Tutorials for the Deep Learning in Particle Physics course, first helt spring semester 2022, at the University of Heidelberg.☆19Updated 7 months ago
- ☆13Updated last year
- CMS ML Documentation☆19Updated 4 months ago
- ☆23Updated 8 months ago
- This repository contains all the notebooks used for the Machine Learning for Fundamental Physics (ML4FP) School 2024☆26Updated 7 months ago
- This repository contains all the notebooks used for the US-ATLAS ML Training 2023☆11Updated 2 weeks ago
- Material for statistics lectures for physicist☆11Updated 6 months ago
- ☆28Updated 2 months ago
- A tool for connecting programs to scan the parameter space of physics models☆10Updated 3 months ago
- Docker image for MadGraph5_aMC@NLO☆19Updated last year
- Library for getting your data into HEPData☆16Updated 2 months ago