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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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Detalles Bibliográficos
Autor principal: Mathe, Julia
Lenguaje:eng
Publicado: 2022
Materias:
Acceso en línea:http://cds.cern.ch/record/2827307
Descripción
Sumario: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.