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Set jupyter and ipykernel as optional dependencies

Muhammad Zain Sohail requested to merge notebook_optional into main

Created by: zain-sohail

I decided to create a PR to clarify what I meant by optional dependency. Please check the README here as well to see if this workflow makes sense or not. I personally think it makes sense thinking long term when we put this on PyPi, where SED will just be one package in the user's workflow. Let me know what you think.

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