sdogsq / LorentzNet-releaseLinks
[JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging
☆25Updated 3 years ago
Alternatives and similar repositories for LorentzNet-release
Users that are interested in LorentzNet-release are comparing it to the libraries listed below
Sorting:
- ☆22Updated 8 months ago
- Python package for the EnergyFlow suite of tools.☆42Updated 3 months ago
- Official implementation of "Particle Transformer for Jet Tagging".☆112Updated last year
- Repository for <Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics> (J. Spinner et al 2024)☆29Updated 5 months ago
- Streamlined neural network training.☆57Updated last year
- Streamlined neural network training.☆25Updated 2 years ago
- Symmetry Preserving Attention Networks for Event Reconstruction☆45Updated 8 months ago
- Tutorials for the Deep Learning in Particle Physics course, spring semester 2022, at the University of Heidelberg.☆12Updated 3 years ago
- Python Package of the CMS Machine Learning Group☆19Updated last year
- Permutation Equivariant Lorentz Invariant/Covariant Aggregator Network☆13Updated last year
- Jet-finding in the Scikit-HEP ecosystem.☆25Updated last week
- For developing and reproducing ML + HEP projects.☆24Updated 2 weeks ago
- madjax☆14Updated 11 months ago
- ☆22Updated 2 years ago
- Machine-learned, GPU-accelerated particle flow reconstruction☆31Updated last week
- Tutorials for the Deep Learning in Particle Physics course, first helt spring semester 2022, at the University of Heidelberg.☆27Updated last month
- Knowledge Base for Jet Physics at the LHC☆12Updated 4 years ago
- Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of …☆51Updated 3 years ago
- GNN classification for reconstructed HEP events stored in ROOT☆14Updated 2 months ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆49Updated 5 years ago
- differentiable (binned) likelihoods with JAX☆24Updated last week
- ☆26Updated last year
- Docker image for MadGraph5_aMC@NLO☆19Updated 2 years ago
- Living Review of Machine Learning for Particle Physics☆403Updated this week
- Machine learning Calabi-Yau metrics with JAX☆17Updated 2 years ago
- CMS ML Documentation☆20Updated 3 months ago
- Library for getting your data into HEPData☆17Updated 3 weeks ago
- Things that make me feel productive☆15Updated 3 years ago
- This repository contains a historical record of all jet energy corrections (JEC), uncertainties, and resolution files. These file come in…☆20Updated last week
- Python calculator for the Wigner D matrices, Clebsch-Gordan coefficients, hydrogen atoms, and irreducible representations of the Lorentz …☆10Updated 2 years ago