Miscellaneous resources
A collection of tutorials and presentations, videos and publications on, or related to, the Scikit-HEP project.
Scikit-HEP tutorials
See the Jupyter Book.
Proceedings and publications
- zfit: scalable pythonic fitting, Jonas Eschle, Albert Navarro Puig, Rafael Silva Coutinho and Nicola Serra, proceedings of the CHEP 2019 Conference, Adelaide Australia; EPJ Web of Conferences 245, 06025 (2020);
- Recent developments in histogram libraries, H. Dembinski, J. Pivarski and H. Schreiner, proceedings of the CHEP 2019 Conference, Adelaide Australia; EPJ Web of Conferences 245, 05014 (2020);
- Boost-histogram: High-Performance Histograms as Objects, Henry Schreiner, Hans Dembinski, Shuo Liu, Jim Pivarski, proceedings of the SciPy 2020 Conference, Virtual; 10.25080/Majora-342d178e-009;
- The Scikit HEP Project - overview and prospects, Eduardo Rodrigues et al., proceedings of the CHEP 2019 Conference, Adelaide Australia; EPJ Web of Conferences 245, 06028 (2020); arXiv:1905.00002[physics.comp-ph]
- The Scikit-HEP project, Eduardo Rodrigues, proceedings of the CHEP 2018 Conference, Sofia, Bulgaria; EPJ Web of Conferences 214, 06005 (2019); arXiv:1905.00002 [physics.comp-ph]
- Bayesian Block Histogramming for High Energy Physics, Brian Pollack, Saptaparna Bhattacharya, Michael Schmitt, arXiv:1708.00810 [physics.data-an]
Presentations
- 13-17 July 2020: PyHEP 2020 Workshop, virtual:
- 3 March 2020: Seminar at DESY, Hamburg, Germany:
- Introduction to the Scikit HEP project, Eduardo Rodrigues
- 25 November 2019: LHCb experiment Statistics Working Group meeting, CERN:
- An introduction to pyhf and HistFactory likelihoods, Matthew Feickert [slides]
- 16-18 October 2019: PyHEP 2019 Workshop, Abingdon, U.K.:
- 18 June 2019: LHCb experiment Week, CERN:
- Particles and decays in the Scikit-HEP project, Eduardo Rodrigues [PDF]
- 21 May 2019: Belle II experiment Analysis Software Developers' Meeting
- Particles and decays in the Scikit-HEP project, Eduardo Rodrigues, Henry Schreiner
- 13 May 2019: IRIS-HEP project topical meeting:
- Particles and decays in the Scikit-HEP project, Eduardo Rodrigues, Henry Schreiner
- 17 April 2019: IRIS-HEP project topical meeting:
- Awkward Array: Numba, Jim Pivarski
- Awkward Array: Pandas, Michael Hedges
- 15 April 2019: IRIS-HEP project topical meeting:
- boost-histogram and hist, Henry Schreiner
- Aghast, Jim Pivarski
- 21 March 2019: PyGamma19 Workshop, Heidelberg, Germany:
- Python in High-Energy Physics, Hans Dembinski [PDF]
- 15 Oct. 2018: DIANA/HEP project topical meeting:
- I/O for uproot, Pratyush Das
- 10 Sep. 2018: ROOT 2018 Users Workshop, Sarajevo , Bosnia and Herzegovina:
- Writing ROOT files with uproot, Pratyush Das, Jim Pivarski
- 9 July 2018: CHEP 2018 Conference, Sofia, Bulgaria:
- The Scikit-HEP project, Eduardo Rodrigues
- 7 July 2018: PyHEP 2018 Workshop, Sofia, Bulgaria:
- The Scikit-HEP project, Matthieu Marinangeli
- 28 Feb 2018: IML Meeting, CERN:
- Uproot: rapidly moving data from ROOT to Numpy and Pandas, Jim Pivarski
- 23 Oct. 2017: DIANA/HEP project topical meeting, CERN:
- numpythia & pyjet - interfacing PYTHIA and FastJet with NumPy, Noel Dawe
- 11 Sep. 2017: project status report, DIANA/HEP project topical meeting, CERN:
- Scikit-HEP project status, Eduardo Rodrigues
- 6 April 2017: presentation of the project to the LHCb experiment, LHCb experiment Analysis & Software Week, CERN:
- The Scikit-HEP project, Eduardo Rodrigues [PDF]
- 27 Feb. 2017: first presentation of the project, DIANA/HEP project topical meeting, CERN:
- The Scikit-HEP project, Eduardo Rodrigues
- Ostap concepts in Scikit-HEP, Vanya Belyaev
- Rootpy and root_numpy concepts in Scikit-HEP, Noel Dawe