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[WIP] Demo about implementing Shor's algorithm with Catalyst #1010

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Please complete the following checklist when submitting a PR:

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If you are writing a demonstration, please answer these questions to facilitate the marketing process.

  • GOALS — Why are we working on this now?

    Eg. Promote a new PL feature or show a PL implementation of a recent paper.

  • AUDIENCE — Who is this for?

    Eg. Chemistry researchers, PL educators, beginners in quantum computing.

  • KEYWORDS — What words should be included in the marketing post?

  • Which of the following types of documentation is most similar to your file?
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  • Tutorial
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  • How-to

Comment on lines +102 to +103
# TODO: explain how the modular exponentiation circuits work (not sure yet how to
# best include these, because some are quite large)
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If you don't want to go into too much detail here, there is an option to upload a .py and simply import the operator. However, I think it would be worth a small tutorial in the future. People would love it!

Comment on lines 26 to 28
a positive step in this direction. In this demonstration we will show how
Catalyst enables an implementation of Shor's factoring algorithm that is
just-in-time compiled from end-to-end, classical control structure and all.
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I think we should recommend to the reader something about just-in-time since I think it is super important here and it is not a known term in quantum computing: "If you still don't know what this Jit thing is and the potential it has, I invite you to take a look to ..." or similar

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