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v25.10.0 release

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@nvauto nvauto released this 17 Nov 08:32
· 21 commits to main since this release
v25.10.0
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Release notes as follows:

  • Updates RAPIDS dependencies to 25.10
  • Aligns LinearRegression standardization behavior with Spark MLlib
  • Adds experimental support for system allocated memory (SAM) with headroom for improved out-of-core performance on systems with high speed C2C link between CPU and GPU (e.g. GH200).
  • Adds support for cuda 13.

Known issues:

  • CrossValidator for RandomForest over Spark Connect will fail in Spark 4.0. Fix pending in Spark 4.1
  • NearestNeighbors and DBSCAN are broken in this release, with a fix pending in cuML and RAFT 25.12. Please use the previous 25.08 release for these algorithms until 25.12.

pip package available at https://pypi.org/project/spark-rapids-ml/25.10.0/

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