JetsGame / GroomRLLinks
A jet grooming algorithm based on reinforcement learning.
☆17Updated 6 years ago
Alternatives and similar repositories for GroomRL
Users that are interested in GroomRL are comparing it to the libraries listed below
Sorting:
- Machine Learning for High Energy Physics.☆195Updated last week
- Machine learning–based inference toolkit for particle physics☆86Updated last year
- Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Phys…☆61Updated 8 years ago
- Listing of useful learning resources for machine learning applications in high energy physics (HEPML)☆350Updated 4 years ago
- Metapackage of Scikit-HEP project data analysis packages for Particle Physics.☆169Updated last week
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆47Updated 6 years ago
- Introduction to root_numpy, pandas, Keras in simple Deep Learning application at CERN☆49Updated 8 years ago
- Plugin for MadGraph5_aMC allowing for output Matrix Elements in a TensorFlow-friendly format☆11Updated 9 months ago
- pure-Python HistFactory implementation with tensors and autodiff☆291Updated last week
- Main repository for image generation and CNN training https://arxiv.org/abs/1609.00607☆24Updated 5 years ago
- ATLAS Run 2 and Run 3 analysis framework for AnalysisTop and AnalysisBase for proton-smashing physics☆43Updated this week
- A Python package for flavour physics phenomenology in the Standard model and beyond☆79Updated 3 weeks ago
- Hands-on boosted decision tree tutorial (using XGBoost) for September 2017 Fermilab Machine Learning Group Meeting.☆16Updated 7 years ago
- CERN PyTorch Tutorial for Jet Images generation with GANs☆10Updated 7 years ago
- Tutorials for CMS analysis in scientific Python☆13Updated 5 years ago
- Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation☆111Updated last year
- A global likelihood for the Standard Model Effective Field Theory☆21Updated last year
- Model manipulation and fitting library based on TensorFlow and optimised for simple and direct manipulation of probability density functi…☆197Updated last week
- HEP statistics tools and utilities.☆81Updated last week
- The interface between ROOT and NumPy☆134Updated 2 years ago
- The interface between FastJet and NumPy☆33Updated 2 years ago
- Easy-to-use Python bindings for HepMC3☆26Updated last week
- Upstream optimisation for downstream inference☆70Updated 2 weeks ago
- MLHEP'19 slides and notebooks☆44Updated 6 years ago
- A pythonic interface for the ROOT libraries on top of the PyROOT bindings.☆205Updated 6 years ago
- light NN client☆110Updated last year
- A framework for fast simulation of a generic collider experiment☆115Updated this week
- Code repository for the paper "Constraining Effective Field Theories with Machine Learning"☆21Updated 6 years ago
- Library for getting your data into HEPData☆17Updated 2 weeks ago
- Basic tools and wrappers for enabling not-too-alien syntax when running columnar Collider HEP analysis.☆140Updated this week