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Rethink2 to pymc v5 #234
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Rethink2 to pymc v5 #234
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Check out this pull request on See visual diffs & provide feedback on Jupyter Notebooks. Powered by ReviewNB |
pre-commit is passing locally. Not sure what's causing the issue. |
Amazing effort! |
The pre-commit looks to be a version problem maybe. |
@yahrMason Can you rebase? should fix pre-commit issues. |
@twiecki ah yep, that solved it. Thanks for that. |
I think @cluhmann had started on a conversion as well, so maybe he can take a look. |
Rethinking_2 Conversion to PyMC v5+
I am working on updating the Rethinking_2 notebooks to the current version of PyMC + Pytensor. The changes I am making are:
idata
as opposed totrace
)coords
to manage model dimensionsI made an initial pass through the notebooks and changed all aesara/theano refs to pytensor, and changed the names of all inference data objects to the standard
idata
convention. Now I need to go through the notebooks and execute them and make sure that they run properly. The following list tracks my progress. Anyone feel free to clone my branch and make edits/updates.To Do:
coords
andidata_kwargs={"log_likelihood": True}