v23.02.0 release

Added GPU-accelerated PySpark-compatible APIs for the following algorithms:

• K-Means
• k-NN
• LinearRegression
• PCA
• RandomForestClassifier
• RandomForestRegressor

Pip package: https://pypi.org/project/spark-rapids-ml/

v22.02.0 release

New functionality and performance improvements for this release include:

• Refactor PCA training to leverage spark-rapids plugin.
• Move SVD computation from Driver to Executor.
• Optimize PCA API.
• Fixed a bug when training on large dataset.

v21.10.0 release

New functionality and performance improvements for this release include:

• Leverage spark-rapids plugin to speed up the PCA transform process
• Link some CUDA libraries statically to avoid multiple jars for different environment

v21.10.0 release

Tag for release version v21.10.0