Pyhep2022 Awkward Rdataframe Tutorial

Summary

This is an introduction to doing particle physics analysis with Scikit-HEP tools: Uproot, Uproot provides an easy way to get data from ROOT files into arrays and DataFrames, and Pieter David explores how bamboo combines with ROOT's Jim Pivarski (Princeton), known for innovative software in DIANA/HEP, IRIS-HEP and other projects, shows how to process and ... The declarative approach to data analysis provides high-level abstractions for users to operate on their datasets in a much more ... With the increasing dataset sizes brought by the current LHC data analysis workflows and the future expectations that estimate ... Data processing languages, such as SQL, R, MATLAB, and Numpy/Pandas, implicitly loop over identically-typed objects ("rows") ... Take control of your data in under 30 minutes using tidyverse R. If this vid helps you, please help me a tiny bit by mashing that ... Before a large language model is ready for real-world deployment, it must undergo alignment, shifting from simply knowing how to ...