Effect handlers Tutorial

[juanitorduz]

Here is a relatively extensive tutorial on effect handlers. This was hard for me to wrap my head around at the beginning, and I wished something like this existed :)

Open for feedback :)

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[damonbayer]

Really nice tutorial, @juanitorduz! I was wondering if you could explain why you used

    email = numpyro.sample(
        "email", dist.Bernoulli(email_prob).expand([n_obs]).to_event(1), obs=email
    )

instead of a plate? Or instead of expanding without using to_event?. Is it related to the do handler?

[juanitorduz]

Really nice tutorial, @juanitorduz! I was wondering if you could explain why you used

    email = numpyro.sample(
        "email", dist.Bernoulli(email_prob).expand([n_obs]).to_event(1), obs=email
    )

instead of a plate? Or instead of expanding without using to_event?. Is it related to the do handler?

hey @damonbayer ! Thanks! There is no particular reason, I could use a plate handler :)

[fehiepsi]

Beautiful tutorial!!