iml-wg / HEP-ML-Resources
Listing of useful learning resources for machine learning applications in high energy physics (HEPML)
☆345Updated 4 years ago
Alternatives and similar repositories for HEP-ML-Resources:
Users that are interested in HEP-ML-Resources are comparing it to the libraries listed below
- Python libraries of interest to particle physicists. This is meant for educational purposes.☆136Updated 3 months ago
- Extended histogram plotting on top of matplotlib and HEP collaboration compatible styling☆197Updated last week
- ROOT I/O in pure Python and NumPy.☆312Updated 4 years ago
- A framework for fast simulation of a generic collider experiment☆109Updated 2 months ago
- Package to deal with particles, the PDG particle data table, PDGIDs, etc.☆153Updated this week
- Living Review of Machine Learning for Particle Physics☆382Updated 3 weeks ago
- Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.☆136Updated this week
- Machine Learning for High Energy Physics.☆186Updated 6 months ago
- Metapackage of Scikit-HEP project data analysis packages for Particle Physics.☆166Updated this week
- CMS Higgs Combination toolkit.☆78Updated last week
- pure-Python HistFactory implementation with tensors and autodiff☆287Updated this week
- The interface between ROOT and NumPy☆134Updated 2 years ago
- A pythonic interface for the ROOT libraries on top of the PyROOT bindings.☆203Updated 5 years ago
- A curated list of awesome high energy and particle physics software.☆56Updated 3 years ago
- Tools for working with NanoAOD (requiring only python + root, not CMSSW)☆44Updated last year
- ROOT training material and tutorials☆130Updated 9 months ago
- A Python module for conveniently loading/saving ROOT files as pandas DataFrames☆109Updated 4 years ago
- light NN client☆110Updated 5 months ago
- JETSCAPE, a modular, task-based framework for simulating all aspects of heavy-ion collisions.☆41Updated last week
- Model manipulation and fitting library based on TensorFlow and optimised for simple and direct manipulation of probability density functi…☆187Updated 2 weeks ago
- Symmetry Preserving Attention Networks for Event Reconstruction☆41Updated 2 months ago
- ROOT I/O in pure Python and NumPy.☆250Updated this week
- Official implementation of "Particle Transformer for Jet Tagging".☆97Updated 11 months ago
- Streamlined neural network training.☆47Updated 6 months ago
- Jupyter-friendly Python interface for C++ MINUIT2☆296Updated this week
- Generator fragments for MC production☆83Updated 2 weeks ago
- Machine learning–based inference toolkit for particle physics☆86Updated 5 months ago
- The interface between PYTHIA and NumPy☆36Updated 2 years ago
- A Python package for flavour physics phenomenology in the Standard model and beyond☆76Updated last week
- Main repository for image generation and CNN training https://arxiv.org/abs/1609.00607☆23Updated 4 years ago