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ENH: Refactor sampling in Variational Inference methods

Open zaxtax opened this issue 6 months ago • 1 comments

Context for the issue:

Right now in pymc the sample method on Approximation store the model that was used for training. This makes it harder to use variational inference with the posterior predictive sampling and other parts of the Bayesian workflow.

It would be nice if modelcontext was used here instead.

Also, it's probably time to just generate the InferenceData object directly

zaxtax avatar May 31 '25 01:05 zaxtax

@zaxtax Hi!, I am quite new to the world of open source contribution and would like to take up the issue, having prior experience in Probabilistic Machine Learning.

RishavIITK22 avatar Dec 02 '25 16:12 RishavIITK22