An RDF Summer: Improving the ROOT Data Analysis Framework

As a Summer Student, I was part of the ROOT software development team. My project was to improve ROOT's data analysis framework RDataFrame. This report summarizes my contributions that included working on a new progress bar feature, writing a tutorial for the Vary method for systematic variatio...

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Autor principal: Mathe, Julia
Lenguaje:eng
Publicado: 2022
Materias:
Physics in General
Computing and Computers
Acceso en línea:http://cds.cern.ch/record/2827307
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author Mathe, Julia
author_facet Mathe, Julia
author_sort Mathe, Julia
collection CERN
description As a Summer Student, I was part of the ROOT software development team. My project was to improve ROOT's data analysis framework RDataFrame. This report summarizes my contributions that included working on a new progress bar feature, writing a tutorial for the Vary method for systematic variations, implementing a compensated summation algorithm into the RDataframe Sum and Mean methods, integrating a C++ TensorFlow model evaluator into the ROOT RDataframe source code, and handling some RVec feature requests.
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institution Organización Europea para la Investigación Nuclear
language eng
publishDate 2022
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spelling cern-28273072022-09-16T21:13:10Zhttp://cds.cern.ch/record/2827307engMathe, JuliaAn RDF Summer: Improving the ROOT Data Analysis FrameworkPhysics in GeneralComputing and ComputersAs a Summer Student, I was part of the ROOT software development team. My project was to improve ROOT's data analysis framework RDataFrame. This report summarizes my contributions that included working on a new progress bar feature, writing a tutorial for the Vary method for systematic variations, implementing a compensated summation algorithm into the RDataframe Sum and Mean methods, integrating a C++ TensorFlow model evaluator into the ROOT RDataframe source code, and handling some RVec feature requests. CERN-STUDENTS-Note-2022-149oai:cds.cern.ch:28273072022-09-16
spellingShingle Physics in General
Computing and Computers
Mathe, Julia
An RDF Summer: Improving the ROOT Data Analysis Framework
title An RDF Summer: Improving the ROOT Data Analysis Framework
title_full An RDF Summer: Improving the ROOT Data Analysis Framework
title_fullStr An RDF Summer: Improving the ROOT Data Analysis Framework
title_full_unstemmed An RDF Summer: Improving the ROOT Data Analysis Framework
title_short An RDF Summer: Improving the ROOT Data Analysis Framework
title_sort rdf summer: improving the root data analysis framework
topic Physics in General
Computing and Computers
url http://cds.cern.ch/record/2827307
work_keys_str_mv AT mathejulia anrdfsummerimprovingtherootdataanalysisframework
AT mathejulia rdfsummerimprovingtherootdataanalysisframework

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