By Olly Butters (editor), Esther Plomp, Sarah Gibson, Eirini Zormpa, Bezaye Tesfaye, Tudor Amariei Developing your ideal workflow is hard. We think one of the most important parts, relevant to almost everyone, is version control.
By Sarah Gibson, Research Software Engineer at The Alan Turing Institute and Software Sustainability Institute Fellow, and Graham Lee, Research Software Engineer at the University of Oxford and Head Labrarian at Labrary
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By Sarah Gibson, Anna Krystalli, Arshad Emmambux, Alexandra Simperler, Tom Russell, and Doug Lowe Like history, reproducible data processing is just one, um, thing after another. When the number of tools, models or steps in a process grows beyond a handful, we start to feel the need for some automation or structure. Running the same sequence of tools over multiple data? Capturing the steps of an analysis for collaborators or students to repeat, modify and extend? Conducting a scenario analysis using coupled models? Workflow, pipeline and model coupling tools all respond to the need for…