uhh-pd-ml / omnijet_alpha
Code of the paper "OmniJet-α: The first cross-task foundation model for particle physics" (https://arxiv.org/abs/2403.05618).
☆11Updated 2 weeks ago
Alternatives and similar repositories for omnijet_alpha:
Users that are interested in omnijet_alpha are comparing it to the libraries listed below
- ☆13Updated 4 years ago
- ☆19Updated 3 weeks ago
- Python package for the EnergyFlow suite of tools.☆42Updated 2 months ago
- FlashSim: A Deep Learning Solution to the HEP simulation problem☆10Updated last month
- ☆69Updated this week
- Official implementation of "Particle Transformer for Jet Tagging".☆93Updated 10 months ago
- Jet-finding in the Scikit-HEP ecosystem.☆23Updated this week
- Machine-learned, GPU-accelerated particle flow reconstruction☆27Updated last week
- [JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging☆23Updated 2 years ago
- ☆23Updated 8 months ago
- ☆21Updated last year
- GNN classification for reconstructed HEP events stored in ROOT☆13Updated 2 years ago
- Repository for <Lorentz-Equivariant Geometric Algebra Transformers for High-Energy Physics> (J. Spinner et al 2024)☆22Updated 3 weeks ago
- This is the repository for Fair Universe Uncertainty Challenge☆12Updated this week
- Neural network architecture that is fully equivariant with respect to transformations under the Lorentz group, a fundamental symmetry of …☆50Updated 3 years ago
- ☆28Updated 3 months ago
- Tutorials for the Deep Learning in Particle Physics course, first helt spring semester 2022, at the University of Heidelberg.☆19Updated 7 months ago
- Machine learning–based inference toolkit for particle physics☆86Updated 4 months ago
- Automatically parametrize the effect of EFT coefficients on arbitrary observables☆10Updated 6 months ago
- Symmetry Preserving Attention Networks for Event Reconstruction☆39Updated last month
- Slim configuration framework for Coffea based analysis on CMS NanoAOD events☆15Updated last week
- Streamlined neural network training.☆46Updated 5 months ago
- Holding repo for CMS plotting style ROOT macros☆10Updated this week
- Numerical quadrature with JAX☆53Updated last week
- Normalizing-flow enhanced sampling package for probabilistic inference in Jax☆228Updated last week
- Visualize and compare data in a scalable way and a beautiful style.☆20Updated this week
- A package to describe amortized (conditional) normalizing-flow PDFs defined jointly on tensor products of manifolds with coverage control…☆43Updated this week
- madjax☆14Updated 4 months ago
- ☆25Updated 2 years ago
- Lightweight Python interface to read Les Houches Event (LHE) files☆43Updated 3 weeks ago