4 papers
Advancing Awkward Arrays for High-Performance CPU and GPU Processing
Ianna Osborne, Manasvi Goyal
Awkward Array is a Python library for representing and processing nested, variable-length data that is widely used in high-energy physics. As HL-LHC analyses increasingly rely on a…
Image Classification Using Singular Value Decomposition and Optimization
Isabela M. Yepes, Manasvi Goyal
This study investigates the applicability of Singular Value Decomposition for the image classification of specific breeds of cats and dogs using fur color as the primary identifyin…
Describe Data to get Science-Data-Ready Tooling: Awkward as a Target for Kaitai Struct YAML
Manasvi Goyal, Andrea Zonca, Amy Roberts +2
In some fields, scientific data formats differ across experiments due to specialized hardware and data acquisition systems. Researchers need to develop, document, and maintain expe…
The Awkward World of Python and C++
Manasvi Goyal, Ianna Osborne, Jim Pivarski
There are undeniable benefits of binding Python and C++ to take advantage of the best features of both languages. This is especially relevant to the HEP and other scientific commun…