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Thanks, @jlevy44! I am happy to review your work when it is ready. :)
After taking a look at bart paper, it seems to me that this is more like a model, rather than a distribution. What do you think about making a tutorial/example instead? It depends on you - I just thought that it is easier to write an example than to make a general purpose distribution, which requires testing/docs/....
It would be great to add BART to the list of models available via numpyro: pymc-devs/pymc#4183
Happy to take a stab at it given some time.
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