Effective Notebooks: Making Notebooks Reusable, Extensible, and Well-Tested
Автор: Andreas Zeller
Загружено: 2023-02-24
Просмотров: 247
Notebooks combine code, documentation, tests, visualizations, and
interactive tutorials in an elegant and reusable fashion, and have
quickly become the tool of choice for any researcher exploring,
evaluating, and managing large amounts of data. Yet, notebooks are not
as reusable and replicable as they could be – and as they should be. In
this talk, I highlight some of the problems researchers face when they
want to reuse, extend, or replicate notebook code and results, and I
introduce several best practices from Software Engineering that improve
modularity, quality assurance, documentation, and configuration
management – and thus vastly facilitate reuse and extensibility of
notebooks.
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