iml-wg / HEPML-LivingReview
Living Review of Machine Learning for Particle Physics
☆366Updated last week
Alternatives and similar repositories for HEPML-LivingReview:
Users that are interested in HEPML-LivingReview are comparing it to the libraries listed below
- Listing of useful learning resources for machine learning applications in high energy physics (HEPML)☆339Updated 3 years ago
- Official implementation of "Particle Transformer for Jet Tagging".☆93Updated 10 months ago
- Streamlined neural network training.☆46Updated 4 months ago
- Extended histogram plotting on top of matplotlib and HEP collaboration compatible styling☆195Updated this week
- Package to deal with particles, the PDG particle data table, PDGIDs, etc.☆151Updated this week
- Symmetry Preserving Attention Networks for Event Reconstruction☆39Updated last month
- ☆69Updated this week
- Streamlined neural network training.☆26Updated 2 years ago
- CMS ML Documentation☆19Updated 4 months ago
- ☆23Updated 8 months ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆46Updated 4 years ago
- Python package for the EnergyFlow suite of tools.☆41Updated last month
- Python libraries of interest to particle physicists. This is meant for educational purposes.☆134Updated last month
- ☆28Updated 2 months ago
- Automatically parametrize the effect of EFT coefficients on arbitrary observables☆10Updated 5 months ago
- ROOT I/O in pure Python and NumPy.☆245Updated last week
- A curated list of awesome high energy and particle physics software.☆54Updated 3 years ago
- Machine learning–based inference toolkit for particle physics☆86Updated 4 months ago
- A framework for fast simulation of a generic collider experiment☆108Updated 2 weeks ago
- ROOT I/O in pure Python and NumPy.☆312Updated 4 years ago
- JETSCAPE, a modular, task-based framework for simulating all aspects of heavy-ion collisions.☆41Updated 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
- Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.☆136Updated this week
- This repository contains all the notebooks used for the Machine Learning for Fundamental Physics (ML4FP) School 2024☆26Updated 7 months ago
- Experiment-independent toolkit for (charged) particle track reconstruction in (high energy) physics experiments implemented in modern C++☆111Updated this week
- ☆18Updated 2 weeks ago
- CMS Higgs Combination toolkit.☆76Updated last week
- Machine-learned, GPU-accelerated particle flow reconstruction☆27Updated last week
- Tools for working with NanoAOD (requiring only python + root, not CMSSW)☆44Updated last year
- GNN classification for reconstructed HEP events stored in ROOT☆13Updated 2 years ago