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The Scikit HEP Project -- overview and prospects
Scikit-HEP is a community-driven and community-oriented project with the goal of providing an ecosystem for particle physics data analysis in Python. Scikit-HEP is a toolset of approximately twenty packages and a few “affiliated” packages. It expands the typical Python data analysis tools for partic...
Autores principales: | , , , , , , , , , , , |
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Lenguaje: | eng |
Publicado: |
2020
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Materias: | |
Acceso en línea: | https://dx.doi.org/10.1051/epjconf/202024506028 http://cds.cern.ch/record/2724945 |
_version_ | 1780965993092218880 |
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author | Rodrigues, Eduardo Krikler, Benjamin Burr, Chris Smirnov, Dmitri Dembinski, Hans Schreiner, Henry Nandi, Jaydeep Pivarski, Jim Feickert, Matthew Marinangeli, Matthieu Smith, Nick Das, Pratyush |
author_facet | Rodrigues, Eduardo Krikler, Benjamin Burr, Chris Smirnov, Dmitri Dembinski, Hans Schreiner, Henry Nandi, Jaydeep Pivarski, Jim Feickert, Matthew Marinangeli, Matthieu Smith, Nick Das, Pratyush |
author_sort | Rodrigues, Eduardo |
collection | CERN |
description | Scikit-HEP is a community-driven and community-oriented project with the goal of providing an ecosystem for particle physics data analysis in Python. Scikit-HEP is a toolset of approximately twenty packages and a few “affiliated” packages. It expands the typical Python data analysis tools for particle physicists. Each package focuses on a particular topic, and interacts with other packages in the toolset, where appropriate. Most of the packages are easy to install in many environments; much work has been done this year to provide binary “wheels” on PyPI and conda-forge packages. The Scikit-HEP project has been gaining interest and momentum, by building a user and developer community engaging collaboration across experiments. Some of the packages are being used by other communities, including the astroparticle physics community. An overview of the overall project and toolset will be presented, as well as a vision for development and sustainability. |
id | cern-2724945 |
institution | Organización Europea para la Investigación Nuclear |
language | eng |
publishDate | 2020 |
record_format | invenio |
spelling | cern-27249452021-05-03T08:08:39Zdoi:10.1051/epjconf/202024506028http://cds.cern.ch/record/2724945engRodrigues, EduardoKrikler, BenjaminBurr, ChrisSmirnov, DmitriDembinski, HansSchreiner, HenryNandi, JaydeepPivarski, JimFeickert, MatthewMarinangeli, MatthieuSmith, NickDas, PratyushThe Scikit HEP Project -- overview and prospectshep-exParticle Physics - Experimentphysics.comp-phOther Fields of PhysicsScikit-HEP is a community-driven and community-oriented project with the goal of providing an ecosystem for particle physics data analysis in Python. Scikit-HEP is a toolset of approximately twenty packages and a few “affiliated” packages. It expands the typical Python data analysis tools for particle physicists. Each package focuses on a particular topic, and interacts with other packages in the toolset, where appropriate. Most of the packages are easy to install in many environments; much work has been done this year to provide binary “wheels” on PyPI and conda-forge packages. The Scikit-HEP project has been gaining interest and momentum, by building a user and developer community engaging collaboration across experiments. Some of the packages are being used by other communities, including the astroparticle physics community. An overview of the overall project and toolset will be presented, as well as a vision for development and sustainability.Scikit-HEP is a community-driven and community-oriented project with the goal of providing an ecosystem for particle physics data analysis in Python. Scikit-HEP is a toolset of approximately twenty packages and a few "affiliated" packages. It expands the typical Python data analysis tools for particle physicists. Each package focuses on a particular topic, and interacts with other packages in the toolset, where appropriate. Most of the packages are easy to install in many environments; much work has been done this year to provide binary "wheels" on PyPI and conda-forge packages. The Scikit-HEP project has been gaining interest and momentum, by building a user and developer community engaging collaboration across experiments. Some of the packages are being used by other communities, including the astroparticle physics community. An overview of the overall project and toolset will be presented, as well as a vision for development and sustainability.arXiv:2007.03577oai:cds.cern.ch:27249452020 |
spellingShingle | hep-ex Particle Physics - Experiment physics.comp-ph Other Fields of Physics Rodrigues, Eduardo Krikler, Benjamin Burr, Chris Smirnov, Dmitri Dembinski, Hans Schreiner, Henry Nandi, Jaydeep Pivarski, Jim Feickert, Matthew Marinangeli, Matthieu Smith, Nick Das, Pratyush The Scikit HEP Project -- overview and prospects |
title | The Scikit HEP Project -- overview and prospects |
title_full | The Scikit HEP Project -- overview and prospects |
title_fullStr | The Scikit HEP Project -- overview and prospects |
title_full_unstemmed | The Scikit HEP Project -- overview and prospects |
title_short | The Scikit HEP Project -- overview and prospects |
title_sort | scikit hep project -- overview and prospects |
topic | hep-ex Particle Physics - Experiment physics.comp-ph Other Fields of Physics |
url | https://dx.doi.org/10.1051/epjconf/202024506028 http://cds.cern.ch/record/2724945 |
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