iml-wg / HEPML-LivingReviewLinks
Living Review of Machine Learning for Particle Physics
☆392Updated 2 weeks ago
Alternatives and similar repositories for HEPML-LivingReview
Users that are interested in HEPML-LivingReview are comparing it to the libraries listed below
Sorting:
- Official implementation of "Particle Transformer for Jet Tagging".☆107Updated last year
- Symmetry Preserving Attention Networks for Event Reconstruction☆42Updated 5 months ago
- Listing of useful learning resources for machine learning applications in high energy physics (HEPML)☆348Updated 4 years ago
- Streamlined neural network training.☆53Updated 9 months ago
- Streamlined neural network training.☆26Updated 2 years ago
- ☆29Updated this week
- Extended histogram plotting on top of matplotlib and HEP collaboration compatible styling☆201Updated this week
- Machine-learned, GPU-accelerated particle flow reconstruction☆31Updated last week
- ☆76Updated this week
- Python libraries of interest to particle physicists. This is meant for educational purposes.☆136Updated 2 weeks ago
- GNN classification for reconstructed HEP events stored in ROOT☆14Updated last month
- Machine learning–based inference toolkit for particle physics☆87Updated 8 months ago
- Automatically parametrize the effect of EFT coefficients on arbitrary observables☆10Updated 3 months ago
- ☆25Updated last year
- This repository contains all the notebooks used for the Machine Learning for Fundamental Physics (ML4FP) School 2024☆29Updated 11 months ago
- A framework for fast simulation of a generic collider experiment☆113Updated 2 weeks ago
- Python package for the EnergyFlow suite of tools.☆42Updated 6 months ago
- ☆17Updated 3 months ago
- Implementation of the jet classification network in ParticleNet: Jet Tagging via Particle Clouds☆48Updated 5 years ago
- JETSCAPE, a modular, task-based framework for simulating all aspects of heavy-ion collisions.☆41Updated this week
- Package to deal with particles, the PDG particle data table, PDGIDs, etc.☆158Updated this week
- [JHEP] An Efficient Lorentz Equivariant Graph Neural Network for Jet Tagging☆24Updated 3 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
- A set of simple notebooks using 8 TeV and 13 TeV ATLAS Open Data datasets☆51Updated this week
- ☆14Updated last year
- A curated list of awesome high energy and particle physics software.☆57Updated 3 years ago
- ☆21Updated 5 months ago
- Jet-finding in the Scikit-HEP ecosystem.☆25Updated this week
- Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.☆138Updated last week
- pure-Python HistFactory implementation with tensors and autodiff☆288Updated this week