Update SDMetrics to have XGBoost 3.0.0 Compatibility #750
Description
Environment Details
Please indicate the following details about the environment in which you found the bug:
- SDMetrics version: 0.19.0
- Python version: 3.11
- Operating System: MacOS
Error Description
XGBoost was updated to a new major version (3.0.0) on Feb 27. This caused our unit and integration tests to fail on the main line (example). The team updated SDMetrics to cap the version of XGBoost < 3.0.0 in order to avoid running into these failed tests but the team should update SDMetrics in order to support the new major version of XGBoost.
Steps to reproduce
Uncap XGBoost in the pyproject.toml and run the testing workflows. Observe the tests fail due to different values being produced then expected.