arXivDaily arXiv每日学术速递 周一至周五更新
北美退伍军人节(Veterans Day),12 日无更新
arXiv 2007.03577physics.comp-phhep-ex
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Scikit HEP项目--综述与展望

The Scikit HEP Project -- overview and prospects

Eduardo Rodrigues, Benjamin Krikler, Chris Burr, Dmitri Smirnov, Hans Dembinski, Henry Schreiner, Jaydeep Nandi, Jim Pivarski, Matthew Feickert, Matthieu Marina… 展开作者

Eduardo Rodrigues, Benjamin Krikler, Chris Burr, Dmitri Smirnov, Hans Dembinski, Henry Schreiner, Jaydeep Nandi, Jim Pivarski, Matthew Feickert, Matthieu Marinangeli, Nick Smith, Pratyush Das

摘要:

Scikit-HEP是一个社区驱动和面向社区的项目,目标是为Python中的粒子物理数据分析提供一个生态系统。Scikit-HEP是一个由大约20个软件包和一些“附属”软件包组成的工具集。它扩展了粒子物理学家的典型Python数据分析工具。每个包都关注一个特定的主题,并在适当的时候与工具集中的其他包进行交互。大多数软件包都很容易在许多环境中安装;今年已经做了很多工作来在PyPI和conda-forge软件包上提供二进制“轮子”。Scikit-HEP项目通过建立一个用户和开发者社区,在实验中进行协作,从而获得了兴趣和动力。一些软件包正在被其他社区使用,包括天体粒子物理学社区。将介绍整个项目和工具集的概况,以及发展和可持续性的愿景。

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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