Make do interventions shared variables by default #7596
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This behavior should be more intuitive, since do interventions create
Data
containers, and users expect those to be mutable by default. This also alleviates some issues related tosample_posterior_predictive
that currently does not look for sources of mutability on constants:Closes #6977 (I tested the MWE locally)
Related to #7069
We could consider something similar for
pm.observe
but that doesn't create data containers at all right now, so it's a tad less relevant and would require more changes.📚 Documentation preview 📚: https://pymc--7596.org.readthedocs.build/en/7596/