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Analytics Zoo 0.10.0 Release

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@liu-shaojun liu-shaojun released this 05 Mar 10:01
· 17076 commits to bigdl-2.0 since this release
v0.10.0
c10aef4
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Learn about vigilant mode.

Highlights

  • Improved document website, including quickstarts for Orca, RayOnSpark, Zouwu and BigDL
  • Orca library: unified API for running distributed deep learning (TensorFlow, PyTorch, Keras, BigDL, OpenVINO, etc.) on distributed Big Data (using Apache Spark and Ray)
  • Experimental PPML support for privacy preserving big data analysis and machine learning (i.e., running unmodified Apache Spark, Apache Flink, BigDL and TF/PyTorch/OpenVINO inference in a secure fashion on cloud)
  • Improved AutoML and Time Series (Zouwu) support, including AutoXGBoost, TCN, ONNX inference, etc.
  • Improved Cluster Serving (including performance, stability, log information, etc.)
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