Add explicit support for Python 3.11

[ricardoV94]

Many people have been installing PyMC on Python 3.11. Checking if all of our tests pass on it, before adding it as an explicit supported version.

Last commit should be dropped before merging

Related to pymc-devs/pytensor#198

[codecov]

Codecov Report

Merging #6584 (693be05) into main (49aacf4) will decrease coverage by 0.14%.
The diff coverage is 91.52%.

❗ Current head 693be05 differs from pull request most recent head ecb6a37. Consider uploading reports for the commit ecb6a37 to get more accurate results

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #6584      +/-   ##
==========================================
- Coverage   92.01%   91.87%   -0.14%     
==========================================
  Files          91       92       +1     
  Lines       15114    15533     +419     
==========================================
+ Hits        13907    14271     +364     
- Misses       1207     1262      +55     

Impacted Files	Coverage Δ
pymc/testing.py	91.92% <91.52%> (ø)

... and 5 files with indirect coverage changes

[ricardoV94]

@zoj613 The Polyagamma library was causing conflicts with Python3.11 due to numpy dependencies. Have you seen/tested that?

[zoj613]

@zoj613 The Polyagamma library was causing conflicts with Python3.11 due to numpy dependencies. Have you seen/tested that?

Could you show me the error message? The tests currently are for python 3.7-3.10. polyagamma-feeedstock pushed a conda build for 3.11 a while back. See conda-forge/polyagamma-feedstock#10

[ricardoV94]

@zoj613 I removed the last commit, it should fail again now

[ricardoV94]

https://github.com/pymc-devs/pymc/actions/runs/4377616124/jobs/7661318215

[zoj613]

pymc-devs/pymc/actions/runs/4377616124/jobs/7661318215

Thanks. Gonna take a look at this sometime today.

[zoj613]

See zoj613/polyagamma#121

[zoj613]

@ricardoV94 v1.3.5 with py3.11 support is up on pypi. You can retry the CI.

[ricardoV94]

All tests passed with Python 3.11, reverting now the commit so jobs are spread across multiple versions as before