Jupyter Notebooks
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Jupyter Notebooks offer a web-based, interactive, notebook-like environment that is able to combine text with editable code and visualizations. Code execution is handled by separate kernels enables support for a wide variety of langagues such as Python, R, Julia and many more.
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Their flexible nature makes them a good choice for defining scientific workflows and have been adopted by the Scientific Software Group.