Pyhep 2020 Tutorial On Automatic

Lukas Heinrich introduced the concept of

Matthew Feickert gives a

Enric Tejedor and Stefan Wunsch describe the new PyROOT that is the default for ROOT 6.22, with a talk and examples. Part of ...

The scientific community using Python has developed several ways to accelerate Python codes. One popular technology is ...

Hans Dembinski looks at the past and future of the iminuit package during the

Henry Schreiner and Hans Dembinski look at the boost-histogram package during the

David Straub looks at the use of Python in the HEP Theory community as part of the

Martin Schwinzerl looks at C and C++ Python bindings, using the SixTrack code as an example. Part of the

Matteo Bonanomi shows how CMS high granularity calorimeter (HGCAL) test beam analysis was done using Jupyter notebooks.

Uproot provides an easy way to get data from ROOT files into arrays and DataFrames, and Awkward Array lets you manipulate ...

High Energy Physics analyses are performed with statistical computations to determine the compatibility of the reported results ...

Nathan Simpson looks at what can make a physics analysis fully differentiable during the

LUMIN is a deep-learning and data-analysis ecosystem for High-Energy Physics. Similar to Keras and fastai it is a wrapper ...