PyMC NYC 2024 Sprint

[fonnesbeck]

Welcome to the PyMC code sprint at PyData NYC 2024! We will use this discussion thread to highlight potential sprint projects and share information before, during and after the sprint.

Candidate issues

Below are a list of beginner-friendly issues that you may want to consider. However, feel free to tackle any open issue if you think you are able to handle it.

If you do choose an issue from this list, please add a checkmark so that others do not duplicate your effort!

PyMC

• Make multiprocessing import local to support pyodide #7519
  
• Deprecate SumTo1 Transform #7009
• Implement logcdf for Truncated and Censored distributions #6686
• DOC: progressbar_theme is undocumented #7468
• Fix domain specification docstrings of ordered distributions #7486
• Default target_accept not mentioned anywhere in the docs #7455
• Add more information to ZeroSumNormal docs #7425
• ENH: Disable all progress bars #7151

PyTensor

• Don't create useless FunctionGraph in linker tests #1022
• Extend inverse @ b as solve rewrite to batched dots #945

PyMC Examples

• Broken link in examples/generalized_linear_models/multilevel_modeling.ipynb #712
• Bug in "Variational Inference: Bayesian Neural Networks" notebook #654
• Broken link in MLDA intro page #620

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We encourage everyone to use this discussion liberally to ask and answer questions related to the sprint!

[reshamas]

Here are some additional resources on contributing to PyMC:

a) Contributing to PyMC:
https://pymc-data-umbrella.xyz/en/latest/contributing/index.html

b) Video resources on contributing to PyMC:
https://www.dataumbrella.org/open-source/contributing-to-pymc

c) YouTube playlist of PyMC videos:
https://www.youtube.com/playlist?list=PLBKcU7Ik-ir99uTvN0315hIVLuyj4Q1Gt

[wd60622]

Other "Beginner Friendly" issues to explore:

• PyMC: beginner friendly
• PyTensor: https://github.com/pymc-devs/pytensor/issues?q=is%3Aopen+is%3Aissue+label%3A%22beginner+friendly%22
• PyMC-Examples: https://github.com/pymc-devs/pymc-examples/issues?q=is%3Aopen+is%3Aissue+label%3A%22good+first+issue%22

[wiwa]

Going to attempt pymc-devs/pytensor#945

[bdice]

We're going to collaborate on this! 👍

[adithyalaks]

Attempting #7519 !

[adithyalaks]

Unfortunately, I picked an issue that's probably unsolvable given that multiprocessing is in widespread use across PyMC samplers.

[takechanman1228]

FYI, I’m currently working on this issue and PR, thanks to @wd60622 .

pymc-labs/pymc-marketing#1138
pymc-labs/pymc-marketing#1172

[takechanman1228]

I've also tackled this issue: pymc-labs/pymc-marketing#1137 and submitted a PR : pymc-labs/pymc-marketing#1173.
Thank you, @wd60622

It was a great Sprint, thank you, everyone!