uci-igb / higgs-susy
Python code to replicate the results on HIGGS and SUSY benchmarks using pylearn2 and theano.
☆62Updated 8 years ago
Related projects ⓘ
Alternatives and complementary repositories for higgs-susy
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆45Updated 5 years ago
- Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Phys…☆60Updated 7 years ago
- Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation☆107Updated 5 months ago
- Main repository for image generation and CNN training https://arxiv.org/abs/1609.00607☆22Updated 4 years ago
- Hands-on boosted decision tree tutorial (using XGBoost) for September 2017 Fermilab Machine Learning Group Meeting.☆16Updated 6 years ago
- Introduction to root_numpy, pandas, Keras in simple Deep Learning application at CERN☆45Updated 7 years ago
- Repository for the paper "Learning to Pivot with Adversarial Networks"☆34Updated 5 years ago
- Machine Learning for High Energy Physics.☆179Updated last month
- A probabilistic programming framework based on TensorFlow☆87Updated 5 years ago
- Machine Learning in High Energy Physics 2016☆76Updated 5 years ago
- Likelihood-free inference toolbox.☆57Updated 7 years ago
- 🦅Hyperparameter optimization for machine learning pipelines 🦅☆74Updated 3 years ago
- Random fiddling stored in notebooks☆22Updated 7 years ago
- ☆14Updated 5 months ago
- Tutorial Code for MLHEP pyprob☆18Updated last year
- ☆9Updated 6 years ago
- CERN PyTorch Tutorial for Jet Images generation with GANs☆10Updated 6 years ago
- ☆29Updated 5 years ago
- Plugin for MadGraph5_aMC allowing for output Matrix Elements in a TensorFlow-friendly format☆10Updated 5 years ago
- active learning + reusable workflows + likelihood free inference☆59Updated 7 years ago
- heptrkx-ctd☆18Updated 7 years ago
- Code repository for the paper "Constraining Effective Field Theories with Machine Learning"☆21Updated 5 years ago
- Collection of Notebook for Tutorials on TMVA☆20Updated last year
- ☆59Updated 5 years ago
- Upstream optimisation for downstream inference☆69Updated 3 weeks ago
- A Generic Tensor-Network library that is designed for quantum simulation, base on the pytorch☆60Updated 5 years ago
- Unsupervised learning and generative models in python/pytorch.☆119Updated 2 years ago
- Excursion Set Estimation☆22Updated 3 years ago
- MLHEP 2017 slides & seminars☆27Updated 6 years ago
- Code repository for the generalized Galton board example in the paper "Mining gold from implicit models to improve likelihood-free infere…☆33Updated 4 years ago