I think this is covered in this notebook: PyMC and Aesara — PyMC 4.1.3 documentation. There are still challenges though like pm.logp not being in the API docs (tracked in Review and update API docs · Issue #5282 · pymc-devs/pymc · GitHub); if it were, it could have a “See Also” section linking to compile_logp method (also same could be done in model.logp method too)
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