Increasing workflow development speed and reproducibility with Vectools
نویسندگان
چکیده
منابع مشابه
Intermediate Notation for Provenance and Workflow Reproducibility
We present a technique to capture retrospective provenance across a number of tools in a statistical software suite. Our goal is to facilitate portability of processes between the tools to enhance usability and to support reproducibility. We describe an intermediate notation to aid runtime capture of provenance and demonstrate conversion to an executable and editable workflow. The notation is a...
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متن کاملCOMPUTING SCIENCE Provenance and data differencing for workflow reproducibility analysis
One of the foundations of science is that researchers must publish the methodology used to achieve their results so that others can attempt to reproduce them. This has the added benefit of allowing methods to be adopted and adapted for other purposes. In the field of e-Science, services – often choreographed through workflow, process data to generate results. The reproduction of results is ofte...
متن کاملProvenance and data differencing for workflow reproducibility analysis
One of the foundations of science is that researchers must publish the methodology used to achieve their results so that others can attempt to reproduce them. This has the added benefit of allowing methods to be adopted and adapted for other purposes. In the field of e-Science, services – often choreographed through workflow, process data to generate results. The reproduction of results is ofte...
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ژورنال
عنوان ژورنال: F1000Research
سال: 2018
ISSN: 2046-1402
DOI: 10.12688/f1000research.16301.1