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Bayesian Modeling and Probabilistic Programming in Python

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#7721 reports an error in the presence of nested `CompoundStep`. Here's a prettier version of what pymc gives for the example in that issue: ``` CompoundStep ├─CompoundStep │ ├─ Metropolis:...

bug

## Description Fix setting initvals on ZeroSumTransform'ed rv ## Related Issue - [X] Closes #7772 ## Checklist - [X] Checked that [the pre-commit linting/style checks pass](https://docs.pymc.io/en/latest/contributing/python_style.html) - [X] Included tests...

bug

### Describe the issue: Trying to set initvals on ZeroSumTransform'ed variables leads to a type casting error. It seems to be caused by input being a numpy array rather than...

bug

See individual commits ---- 📚 Documentation preview 📚: https://pymc--7745.org.readthedocs.build/en/7745/

## Description Hi, Tom from Codecov here. I saw that you used Codecov already, and I thought you could benefit from catching any flaky or failed tests. We released a...

## Description Fixes issue: https://github.com/pymc-devs/pymc/issues/7762 ## Related Issue - [ ] Closes # - [ ] Related to # ## Checklist - [ ] Checked that [the pre-commit linting/style checks...

### Describe the issue: I'm running `pymc` in a `condor` HTC environment, where my models are sampled on compute nodes and the output is streamed or copied back to the...

bug

## Summary - Fix parameter name mapping in NutPie integration (max_tree_depth → maxdepth) - Correctly handle InferenceData object returned by NutPie - Fix error in coords_and_dims_for_inferencedata function call - Handle...

### Describe the issue: I'm one of the developers for `pymc-marketing`, and the way `pymc` currently handles multiprocessing is creating problems in data pipelines for some users: ### Polars `RunTimeWarning`...

bug

### Description The current supported `zarr` version is