论文标题

repro:一个开源库,用于改善公开可用研究法规的可重复性和可用性

Repro: An Open-Source Library for Improving the Reproducibility and Usability of Publicly Available Research Code

论文作者

Deutsch, Daniel, Roth, Dan

论文摘要

我们介绍了一个开源库Repro,旨在提高研究法规的可重复性和可用性。该库为Docker容器中的研究人员发布的运行软件提供了轻巧的Python API,其中包含准确的运行时配置和代码的依赖项。由于每个软件包的环境设置是由Docker处理的,因此用户不必自己进行任何配置。安装了Repro后,用户可以为库当前支持的30多个纸张运行代码。我们希望研究人员通过在repro中加入其研究代码,并考虑增加对自己的研究法规的支持,从而看到给他人提供的价值。

We introduce Repro, an open-source library which aims at improving the reproducibility and usability of research code. The library provides a lightweight Python API for running software released by researchers within Docker containers which contain the exact required runtime configuration and dependencies for the code. Because the environment setup for each package is handled by Docker, users do not have to do any configuration themselves. Once Repro is installed, users can run the code for the 30+ papers currently supported by the library. We hope researchers see the value provided to others by including their research code in Repro and consider adding support for their own research code.

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