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If you use Atom, I would highly recommend looking at https://atom.io/packages/hydrogen It uses Jupyter under the hood to do some serious inline magic.

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Is Hydrogen a notebook replacement? The demo makes it look like a fancy REPL. Does it have section headers, latex support, etc.?

No, Hydrogen is not a jupyter notebook replacement, it cannot open .ipynb files

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