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Add functionality to save/load #405

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drbenvincent opened this issue Sep 5, 2024 · 0 comments
Open

Add functionality to save/load #405

drbenvincent opened this issue Sep 5, 2024 · 0 comments
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enhancement New feature or request

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@drbenvincent
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drbenvincent commented Sep 5, 2024

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.

@drbenvincent drbenvincent added the enhancement New feature or request label Sep 5, 2024
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