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Re:JupyterLab: the next generation of the Jupyter Notebook by brians on Friday July 15, 2016 @12:20PM (#12102070)
There's great work on this called differential dataflow. You have to trace at a finer grain than cells, but can then avoid lots of recalculation.

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