I would like to know if there is a way to publish galaxy workflows as jupyter notebooks.
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Yes. Please see: https://journals.plos.org/ploscompbiol/article?id=10.1371/journal.pcbi.1005425 (overview from 2017)
Also, see the latest GIE (Jupyter) docs here: https://docs.galaxyproject.org/