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PyHEP 2020 (virtual) Workshop

13–17 Jul 2020
US/Central timezone

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Session

HEP analysis ecosystem & performance

17 Jul 2020, 08:00

Conveners

HEP analysis ecosystem & performance

  • Eduardo Rodrigues (University of Liverpool (GB))
  • Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg)

Description

ATLANTIC TIME ZONE SESSION 5

15h00 - 18h00 CET, 06h00 - 09h00 PDT, 18h30 - 21h30 IST , 21h00 - 24h00 CST, 22h00 - 01h00+1 JST

Presentation materials

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  1. 50. The boost-histogram package
    Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg), Henry Fredrick Schreiner (Princeton University)
    17/07/2020, 08:00
    Notebook talk

    The boost-histogram library provides first-class histogram objects in Python. You can compose axes and a storage to fit almost any problem. You can fill, manipulate, slice, and project then, and pass them between other Scikit-HEP libraries like Uproot4, mplhep, and histoprint. Boost-histogram is meant to be the "NumPy" of histogram libraries that others can build on; the "pandas" of...

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  2. 51. Providing Python Bindings For Complex and Feature-Rich C and C++ Libraries
    Martin Schwinzerl (University of Graz (AT))
    17/07/2020, 08:30
    Notebook talk
  3. 52. Integrating GPU libraries for fun and profit
    Adrian Oeftiger (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))
    17/07/2020, 09:00
    Notebook talk
  4. 53. mplhep: bridging Matplotlib and HEP
    Andrzej Novak (RWTH Aachen (DE))
    17/07/2020, 10:00
    Notebook talk
  5. 54. ROOT preprocessing pipeline for machine learning with TensorFlow
    Matthias Komm (CERN)
    17/07/2020, 10:30
    Notebook talk
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