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Counterfactual generation using pymc do-operator example notebook#569

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@shekharkhandelwal1983
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@shekharkhandelwal1983shekharkhandelwal1983 commentedAug 25, 2023
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This notebook provides a detailed steps required to generate counterfactuals, and demonstrates the newly introduced do-operator capabilities. And how it can be used to achieve Causality.

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📚 Documentation preview 📚:https://pymc-examples--569.org.readthedocs.build/en/569/

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@drbenvincent
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Might overlap with#554 which I'm working on with@juanitorduz. Not necessarily the end of the world though - there's a clear opportunity for stuff on this topic. Would like to review this - but just became a father (yesterday!) so there might be a minor delay

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What I really like about this NB is how it lays out the new workflow with creating the skeleton model first. Maybe that should be the focus.

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@shekharkhandelwal1983 Can you update the NB to focus on the new workflow? Mainly I think the title needs to be changed and some of the narrative.
Also, since pymc 5.8.0 the do and observe functions are now in pymc!

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@shekharkhandelwal1983@drbenvincent@twiecki

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