Release notes as follows:
- Updates RAPIDS dependencies to 25.08
- Bug fixes in UMAP (Hellinger distance) and RandomForest
- Drops support for cuda 11.
Known issues:
- CrossValidator for RandomForest over Spark Connect will fail in Spark 4.0. Fix pending in Spark 4.1
pip package available at https://pypi.org/project/spark-rapids-ml/25.08.0/