The pymc3 examples pages should be updated when there’s a new release. In the mean time you can check out the pymc-examples repo. I’ve got one here which does some posterior predictive plotting using up to date practice… pymc-examples/GLM-simpsons-paradox.ipynb at main · pymc-devs/pymc-examples · GitHub
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