Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-hep
A curated list of awesome high energy and particle physics software.
https://github.com/iris-hep/awesome-hep
Last synced: 4 days ago
JSON representation
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C++
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Aggregation/histogram filling
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Fitting
- RooFit - 33.pdf)
- RooStats
- HistFactory - OPEN-2012-016](https://cdsweb.cern.ch/record/1456844). Also ships with ROOT.
- HistFitter
- Combine
- GooFit
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Reproducibility, reinterpretation
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C++/Python interoperability
- pybind11 - only, pure C++ bindings for CPython and PyPy.
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Python
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C++/Python interoperability
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Data access
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Distributed processing
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Data processing
- Awkward Array - like data with NumPy-like idioms.
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Data bookkeeping
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Plotting (exploratory and publication)
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Minimization
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Statistics and Fitting
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Machine learning
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Blackbox Optimization / Bayesian Optimization / Hyperparameter Optimization
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Error propagation
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Reproducibility, reinterpretation
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Statistics
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Go
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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)
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Event generation
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Data processing
- Go-HEP/fwk - friendly fashion
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Aggregation/histogram filling
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Plotting (exploratory and publication)
- Go-HEP/hplot - oriented primitives
- Go-HEP/pawgo
- Go-HEP/groot/root-srv
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Fitting
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Statistics
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Data preservation
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Publishing
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Statistics
- Overleaf - in LaTeX editor; many templates are available for beginners
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Categories
Sub Categories
Data access
12
Statistics
8
Fitting
7
Reproducibility, reinterpretation
7
Plotting (exploratory and publication)
5
Distributed processing
4
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