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I would like to visualize the relationships between variables in the brms / stan models I write. I could make these myself for each model, but I'm hoping there's a package to generate them automatically. Does this exist?

Here are examples from pymc3 and greta:

pymc3: For some model you can call pm.model_to_graphviz(model) and get a result like this:

pymc3 parameter dag

greta: Pulling from the 8 schools example, plot(model) produces a graph like this: greta parameter dag for 8 schools model

In case the pictures above are unclear or fail to appear, let me describe in a little more detail. I'd like to visualize the model itself, seeing a DAG of how the parameters relate to one another (before doing any sampling). This is different than bayesplot or other tools that plot priors, posteriors, or MCMC draws.

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As of May 2020, this doesn't exist. Thanks Ben Goodrich for letting me know and pointing to the relevant Github issue! https://github.com/stan-dev/bayesplot/issues/194

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