Pyhep 2021 Level Up Your Python Part I

Summary

This is a short course in intermediate This tutorial covers intermediate Talk workshop page: indico.cern.ch/event/1019958/timetable/ This talk will cover the the best practices of making a highly compatible and installable The declarative approach to data analysis provides high- CERN's Open Data Portal has 1000's of datasets, in many formats. The ServiceX project reads experiment data files of various ... LUMIN is a deep-learning and data-analysis ecosystem for High-Energy Physics. Similar to Keras and fastai it is a wrapper ... Uproot provides an easy way to get data from ROOT files into arrays and DataFrames, and Awkward Array lets you manipulate ... Execution speed is critical for code developed for high energy physics (HEP) research. HEP experiments are typically highly ... Matthew Feickert gives a tutorial on using pyhf for accelerating analyses and preserving likelihoods.