YaleATLAS / CERNDeepLearningTutorial
Introduction to root_numpy, pandas, Keras in simple Deep Learning application at CERN
☆47Updated 7 years ago
Alternatives and similar repositories for CERNDeepLearningTutorial:
Users that are interested in CERNDeepLearningTutorial are comparing it to the libraries listed below
- Training, generation, and analysis code for Learning Particle Physics by Example: Location-Aware Generative Adversarial Networks for Phys…☆61Updated 7 years ago
- Main repository for image generation and CNN training https://arxiv.org/abs/1609.00607☆23Updated 4 years ago
- Machine Learning for High Energy Physics.☆186Updated 6 months ago
- Generative Adversarial Networks for High Energy Physics extended to a multi-layer calorimeter simulation☆108Updated 11 months ago
- The interface between ROOT and NumPy☆134Updated 2 years ago
- Machine Learning in High Energy Physics 2016☆76Updated 5 years ago
- Hands-on boosted decision tree tutorial (using XGBoost) for September 2017 Fermilab Machine Learning Group Meeting.☆16Updated 7 years ago
- Metapackage of Scikit-HEP project data analysis packages for Particle Physics.☆166Updated this week
- Collection of Notebook for Tutorials on TMVA☆22Updated 2 years ago
- CMS Higgs Combination toolkit.☆78Updated last week
- Tutorials for CMS analysis in scientific Python☆13Updated 4 years ago
- A Python module for conveniently loading/saving ROOT files as pandas DataFrames☆109Updated 4 years ago
- A curated list of awesome high energy and particle physics software.☆56Updated 3 years ago
- Easy-to-use Python bindings for HepMC3☆22Updated this week
- A jet grooming algorithm based on reinforcement learning.☆17Updated 5 years ago
- ATLAS Run 2 and Run 3 analysis framework for AnalysisTop and AnalysisBase for proton-smashing physics☆42Updated last week
- Pure python statistic tools for high energy physics.☆18Updated 5 years ago
- MLHEP'19 slides and notebooks☆45Updated 5 years ago
- Repository for the code of "QCD-Aware Recursive Neural Networks for Jet Physics"☆46Updated 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 6 years ago
- An addon to matplotlib for creating high energy physics plots☆13Updated 9 years ago
- Excursion Set Estimation☆22Updated 3 years ago
- A framework for fast simulation of a generic collider experiment☆109Updated 2 months ago
- Tools for working with NanoAOD (requiring only python + root, not CMSSW)☆44Updated last year
- Lightweight Python interface to read Les Houches Event (LHE) files☆43Updated this week
- A pythonic interface for the ROOT libraries on top of the PyROOT bindings.☆203Updated 5 years ago
- The interface between FastJet and NumPy☆33Updated 2 years ago
- Python libraries of interest to particle physicists. This is meant for educational purposes.☆136Updated 3 months ago
- ☆9Updated 6 years ago
- Jim's tutorials for LPC HATS on May 28 and 29, 2019: the Numpy ecosystem, uproot, and awkward-array.☆9Updated 4 years ago