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Make FullyBayesian ABC more flexible again #2872

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CompRhys
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@CompRhys CompRhys commented Jun 9, 2025

Motivation

In the old ABC we could pass an already initialized pyro_model which allowed for fairly complicated pyro_models to be used in the available framework. The refactor prevents us passing arbitary kwargs to the pyro_model and so is a step back in terms of hackability of the code.

Passing a dict of kwargs seems like the right way to keep things flexible if no longer able to just pass the model. This PR is just a draft as I am not sure yet what else I need to touch.

Have you read the [Contributing Guidelines on pull requests]

Yes

Test Plan

Ensure tests pass, add new tests if needed.

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@facebook-github-bot facebook-github-bot added the CLA Signed Do not delete this pull request or issue due to inactivity. label Jun 9, 2025
@Balandat
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cc @sdaulton

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