Oracle-guardian-ai

* Upgraded scikit-learn to 1.5.0

* Enhanced bias mitigation to avoid solutions with levelling down (that is, making outcomes worse for) one or more groups to achieve fairness metric rate parity.
* Added warm starting mechanism to bias mitigation to reduce the time required to find high-quality solution trade-offs.
* Replaced ``AIF360`` rate-based fairness metrics with in-house ones to improve running times.

- Fixed a bug in the rate-based fairness metrics that caused them to report incomplete results when using `reduction=None`.

Oracle Guardian AI Open Source Project is a library consisting of tools to assess fairness/bias and privacy of machine learning models and data sets.