Support Python 3.13 (excluding pomegranate)

[amontanez24]

Problem Description

Python 3.13 was released Oct 7, 2024. We should begin to add support for it.

Expected behavior

• Support python 3.13

[npatki]

After discussing with @amontanez24 and @rwedge: We should be able to upgrade the default SDMetrics library to 3.13 without an issue.

The only problem is the pomegranate dependency. Although they have put out a version that is compatible with Python 3.13, it has a few problems:

• (a) There are some blocking API changes that we'd need to update, but more importantly
• (b) There is an problem with the way that their license is showing up that would make pomegranate a blocker for some of our enterprise users.

Good news is that pomegranate is an optional dependency that is only used for the BNLikelihood and BNLogLikelihood metrics. So overall, this is a non-blocker for the rest of SDMetrics.

Expected Behavior

• If I'm on Python 3.13, I should be able to install SDMetrics (default version) without any issues (pip install sdmetrics)
• If I require pomegranate, then I need to be on Python 3.12 or lower (pip install sdmetrics[pomegranate])

I will update the title to clarify.