johannbrehmer / higgs_inference
Code repository for the paper "Constraining Effective Field Theories with Machine Learning"
☆21Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for higgs_inference
- Machine learning–based inference toolkit for particle physics☆86Updated last week
- Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Phys…☆60Updated 7 years ago
- ☆31Updated 4 years ago
- Tutorial Code for MLHEP pyprob☆18Updated last year
- Main repository for image generation and CNN training https://arxiv.org/abs/1609.00607☆22Updated 4 years ago
- Meeting repo for likelihood free inference meeting☆15Updated 2 years ago
- madjax☆14Updated this week
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆45Updated 5 years ago
- Upstream optimisation for downstream inference☆69Updated 3 weeks ago
- Plugin for MadGraph5_aMC allowing for output Matrix Elements in a TensorFlow-friendly format☆10Updated 5 years ago
- ☆16Updated 2 years ago
- Things that make me feel productive☆15Updated 2 years ago
- Easy-to-use Python bindings for HepMC3☆21Updated this week
- Excursion Set Estimation☆22Updated 3 years ago
- ☆25Updated last year
- Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation☆107Updated 5 months ago
- A jet grooming algorithm based on reinforcement learning.☆16Updated 5 years ago
- Using neural networks to extract sufficient statistics from data by maximising the Fisher information☆30Updated last year
- The interface between PYTHIA and NumPy☆36Updated last year
- Jet tagging in the Lund plane with graph networks☆8Updated 2 years ago
- ☆24Updated 4 years ago
- Python package for the EnergyFlow suite of tools.☆41Updated 2 weeks ago
- Error propagation and statistical analysis for Monte Carlo simulations in lattice QCD and statistical mechanics using autograd.☆37Updated this week
- Lightweight Python interface to read Les Houches Event (LHE) files☆41Updated this week
- GPU development for the Madgraph5_aMC@NLO event generator software package☆30Updated last month
- Tutorials for a mini course in machine learning and quantum physics☆42Updated 5 years ago
- Units and constants in the HEP system of units☆26Updated this week
- VegasFlow: accelerating Monte Carlo simulation across multiple hardware platforms☆34Updated 9 months ago
- The interface between FastJet and NumPy☆33Updated last year
- DsixTools: The Effective Field Theory toolkit https://dsixtools.github.io/☆25Updated 4 months ago