awesome-hep

A curated list of awesome high energy and particle physics software.
https://github.com/iris-hep/awesome-hep

Last synced: 2 days ago
JSON representation

C++
- - ROOT
- Aggregation/histogram filling
  - YODA
  - Boost.Histogram
- Fitting
  - RooFit - 33.pdf)
  - RooStats
  - HistFactory - OPEN-2012-016](https://cdsweb.cern.ch/record/1456844). Also ships with ROOT.
  - HistFitter
  - Combine
  - GooFit
- Reproducibility, reinterpretation
  - Rivet
  - RECAST - [talk](https://indico.cern.ch/event/639314/contributions/2726367/attachments/1542484/2419628/ReinterpretationWorkshopFNAL.pdf)
  - MadAnalysis
  - CheckMate
  - Contour
  - Workshops
  - Rivet
  - MadAnalysis
- C++/Python interoperability
  - pybind11 - only, pure C++ bindings for CPython and PyPy.
- Distributed processing
  - Thread Building Blocks (TBB)
Python
- C++/Python interoperability
  - PyROOT
  - rootpy
- Data access
  - uproot
  - pyhepmc
  - pylhe
  - PySLHA
- Distributed processing
  - Parsl
  - Joblib
  - Dask
  - PySpark
- Data processing
  - Awkward Array - like data with NumPy-like idioms.
- Data bookkeeping
  - Pandas
- Plotting (exploratory and publication)
  - Matplotlib
  - seaborn
- Minimization
  - scipy.optimize
  - iminuit
- Statistics and Fitting
  - pyhf
  - probfit
- Machine learning
- Blackbox Optimization / Bayesian Optimization / Hyperparameter Optimization
  - Scikit-Optimize
  - A review
- Error propagation
  - uncertainties
Reproducibility, reinterpretation
- Statistics
  - reana
Go
- Data access
  - Go-HEP/groot - [Go](https://golang.org)
  - Go-HEP/heppdt
  - Go-HEP/lcio
  - Go-HEP/lhef
  - Go-HEP/slha
  - Go-HEP/xrootd
  - Go-HEP/hbook/yodacnv
  - Go-HEP/hepmc - [Go](https://golang.org)
- Event generation
  - Go-HEP/fads
- Data processing
  - Go-HEP/fwk - friendly fashion
- Aggregation/histogram filling
  - Go-HEP/hbook
- Plotting (exploratory and publication)
  - Go-HEP/hplot - oriented primitives
  - Go-HEP/pawgo
  - Go-HEP/groot/root-srv
- Fitting
  - Go-HEP/fit
- Statistics
  - Gonum/stat/distuv
  - Gonum/stat/distmv
Data preservation
- Statistics
Publishing
- Statistics
  - Overleaf - in LaTeX editor; many templates are available for beginners

Programming Languages

C++ 2 Cuda 1 Python 1

Categories

Python 24 C++ 19 Go 17 Data preservation 4 Reproducibility, reinterpretation 1 Publishing 1

Sub Categories

Data access 12 Reproducibility, reinterpretation 8 Statistics 8 Fitting 7 Distributed processing 5 Plotting (exploratory and publication) 5 C++/Python interoperability 3 Aggregation/histogram filling 3 Machine learning 3 Blackbox Optimization / Bayesian Optimization / Hyperparameter Optimization 2 Minimization 2 Statistics and Fitting 2 Data processing 2 Data bookkeeping 1 Event generation 1 Error propagation 1

Keywords

thrust 1 root-cern 1 physics 1 omp 1 gpu-computing 1 gpu 1 fitting 1 cuda 1 statistics 1 histogram 1 header-only 1 data-analysis 1 convenient-interface 1 convenient 1 c-plus-plus-14 1 c-plus-plus 1 boost-libraries 1 boost 1