iml-wg / HEPML-LivingReviewLinks
Living Review of Machine Learning for Particle Physics
☆385Updated this week
Alternatives and similar repositories for HEPML-LivingReview
Users that are interested in HEPML-LivingReview are comparing it to the libraries listed below
Sorting:
- Listing of useful learning resources for machine learning applications in high energy physics (HEPML)☆345Updated 4 years ago
- Official implementation of "Particle Transformer for Jet Tagging".☆102Updated last year
- Extended histogram plotting on top of matplotlib and HEP collaboration compatible styling☆198Updated 2 weeks ago
- Symmetry Preserving Attention Networks for Event Reconstruction☆41Updated 4 months ago
- Streamlined neural network training.☆49Updated 8 months ago
- JETSCAPE, a modular, task-based framework for simulating all aspects of heavy-ion collisions.☆41Updated last week
- This repository contains all the notebooks used for the Machine Learning for Fundamental Physics (ML4FP) School 2024☆28Updated 10 months ago
- CMS ML Documentation☆19Updated last month
- Streamlined neural network training.☆26Updated 2 years ago
- Package to deal with particles, the PDG particle data table, PDGIDs, etc.☆157Updated this week
- ☆25Updated 11 months ago
- ☆73Updated last week
- ☆27Updated 5 months ago
- pure-Python HistFactory implementation with tensors and autodiff☆288Updated 3 weeks ago
- 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 last week
- Python libraries of interest to particle physicists. This is meant for educational purposes.☆136Updated 4 months ago
- A curated list of awesome high energy and particle physics software.☆57Updated 3 years ago
- Tools for working with NanoAOD (requiring only python + root, not CMSSW)☆44Updated last year
- ROOT I/O in pure Python and NumPy.☆313Updated 4 years ago
- Experiment-independent toolkit for (charged) particle track reconstruction in (high energy) physics experiments implemented in modern C++☆113Updated this week
- ☆14Updated last year
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆48Updated 5 years ago
- A framework for fast simulation of a generic collider experiment☆112Updated last week
- CMS Higgs Combination toolkit.☆79Updated this week
- The GENIE Generator is a leading simulation tool for neutrino experiments, featuring a modular framework with advanced physics, BSM chann…☆53Updated 2 weeks ago
- Python package for the EnergyFlow suite of tools.☆42Updated 4 months ago
- Machine-learned, GPU-accelerated particle flow reconstruction☆31Updated this week
- Holding repo for CMS plotting style ROOT macros☆10Updated last week
- ROOT I/O in pure Python and NumPy.☆249Updated last week