YaleATLAS / CERNDeepLearningTutorial
Introduction to root_numpy, pandas, Keras in simple Deep Learning application at CERN
☆45Updated 7 years ago
Related projects ⓘ
Alternatives and complementary repositories for CERNDeepLearningTutorial
- Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Phys…☆60Updated 7 years ago
- Main repository for image generation and CNN training https://arxiv.org/abs/1609.00607☆22Updated 4 years ago
- Machine Learning for High Energy Physics.☆179Updated last month
- Metapackage of Scikit-HEP project data analysis packages for Particle Physics.☆163Updated this week
- Machine Learning in High Energy Physics 2016☆76Updated 5 years ago
- A Python module for conveniently loading/saving ROOT files as pandas DataFrames☆109Updated 3 years ago
- The interface between ROOT and NumPy☆134Updated last year
- Easy-to-use Python bindings for HepMC3☆21Updated this week
- A framework for fast simulation of a generic collider experiment☆106Updated this week
- Collection of Notebook for Tutorials on TMVA☆20Updated last year
- Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation☆107Updated 5 months ago
- Tutorials for CMS analysis in scientific Python☆13Updated 4 years ago
- The interface between FastJet and NumPy☆33Updated last year
- Listing of useful learning resources for machine learning applications in high energy physics (HEPML)☆332Updated 3 years ago
- Tools for working with NanoAOD (requiring only python + root, not CMSSW)☆42Updated 10 months ago
- The interface between PYTHIA and NumPy☆36Updated last year
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆45Updated 5 years ago
- A curated list of awesome high energy and particle physics software.☆52Updated 3 years ago
- Excursion Set Estimation☆22Updated 3 years ago
- ATLAS Run 2 and Run 3 analysis framework for AnalysisTop and AnalysisBase for proton-smashing physics☆42Updated last week
- Machine learning–based inference toolkit for particle physics☆86Updated last week
- MLHEP'19 slides and notebooks☆45Updated 5 years ago
- Conda recipes for building ROOT 5 and ROOT 6 binaries, root_numpy, rootpy, root_pandas, with both Python 2 and Python 3 support.☆29Updated 5 years ago
- A pythonic interface for the ROOT libraries on top of the PyROOT bindings.☆201Updated 4 years ago
- CMS Higgs Combination toolkit.☆75Updated this week
- Statistics tools and utilities.☆73Updated last week
- A Python package for flavour physics phenomenology in the Standard model and beyond☆71Updated 4 months ago
- Pythonic behaviors for non-I/O related ROOT classes.☆21Updated 3 years ago
- Bayesian analysis toolkit http://mpp.mpg.de/bat☆68Updated 3 years ago
- Python libraries of interest to particle physicists. This is meant for educational purposes.☆132Updated last month