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:2007.03577 [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:
  • The boost-histogram package, Hans Dembinski and Henry Schreiner [link]
  • Model building and statistical inference with zfit and hepstats, Jonas Eschle and Matthieu Marinangeli [link]
  • zfit - TensorFlow 2.0: dynamic and compiled HPC, Jonas Eschle [link]
• 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.:
  • The Scikit-HEP project, Eduardo Rodrigues [PDF]
  • Particles and decays, Eduardo Rodrigues [PDF]
  • Writing files with uproot, Pratyush Das [PDF]
  • Awkward 1.0, Jim Pivarski [PDF]
  • Histogramming, Henry Schreiner [PDF]
  • Introduction to iminuit, Hans Dembinski [PDF]
• 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

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