Add functionality to save/load
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drbenvincent commented
The pymc-experimental
repo contains a ModelBuilder
class which can help in productionized / deployment situations because of the save/load functionality.
It would be nice to bring this functionality in to CausalPy.
We should also add a general how-to docs page to illustrate its use.
I don't think we should inherit from the ModelBuilder
in pymc-experimental
. The functionality is relatively simple, so we could just add it to the PyMCModel
class.
Very open to hearing from people using CausalPy in production on whether this would help in a production setting.