Jagged, ragged, Awkward Arrays#
An HSF-provided tutorial aimed at High Energy Physics (HEP) researchers on using Awkward Array to obtain a dimuon-mass spectrum.
Webpage with example code snippets.
Loopy and unloopy programming techniques (SciPy 2022)#
A tutorial presented at the SciPy conference on July 11, 2022.
Columnar data analysis (CoDaS-HEP 2022)#
A tutorial aimed at HEP researchers, given at CODAS-HEP, to reconstruct Z masses and the Higgs mass from four leptons (4μ, 4e, 2μ2e) using Awkward Array and uproot.
Uproot-Awkward columnar HATS (2020)#
Tutorials for Uproot Awkward Columnar HATS, a hands-on tutorial hosted by the Fermilab LPC.
Index nested record arrays.
Perform ragged reduction and broadcasting.
Restructure/reformat arrays with
Write high-performance imperative routines that operate upon Awkward Arrays with Numba.
Build Awkward Arrays imperatively with
Flatten ragged arrays with
Unzip arrays with
Mask and slice ragged array with
Explode Awkward Arrays into DataFrames with