PyHEP 2020 (virtual) Workshop

Session

HEP analysis ecosystem & performance

Jul 17, 2020, 8:00 AM

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

50. The boost-histogram package

Hans Peter Dembinski (Max-Planck-Institute for Nuclear Physics, Heidelberg), Henry Fredrick Schreiner (Princeton University)

7/17/20, 8:00 AM

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...

51. Providing Python Bindings For Complex and Feature-Rich C and C++ Libraries

Martin Schwinzerl (University of Graz (AT))

7/17/20, 8:30 AM

Notebook talk

52. Integrating GPU libraries for fun and profit

Adrian Oeftiger (GSI - Helmholtzzentrum fur Schwerionenforschung GmbH (DE))

7/17/20, 9:00 AM

Notebook talk

53. mplhep: bridging Matplotlib and HEP

Andrzej Novak (RWTH Aachen (DE))

7/17/20, 10:00 AM

Notebook talk

54. ROOT preprocessing pipeline for machine learning with TensorFlow

Matthias Komm (CERN)

7/17/20, 10:30 AM

Notebook talk