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From Jason Dai <jason....@gmail.com>
Subject Fwd: [Announcement] Analytics Zoo 0.8 release
Date Tue, 28 Apr 2020 02:53:09 GMT
FYI :-)

---------- Forwarded message ---------
From: Jason Dai <jason.dai@gmail.com>
Date: Tue, Apr 28, 2020 at 10:31 AM
Subject: [Announcement] Analytics Zoo 0.8 release
To: BigDL User Group <bigdl-user-group@googlegroups.com>

Hi all,



We are happy to announce the 0.8 release of Analytics Zoo
<https://github.com/intel-analytics/analytics-zoo/>, a unified Data
Analytics and AI platform for *distributed TensorFlow, Keras, PyTorch,
BigDL, Apache Spark/Flink and Ray**. S*ome of the notable new features in
this release are:



   - First official release of AutoML support
   <https://analytics-zoo.github.io/0.8.1/#ProgrammingGuide/AutoML/overview/>
   - Improved support for running Analytics Zoo on K8s
   <https://analytics-zoo.github.io/0.8.1/#ProgrammingGuide/k8s/>
   - Improvement to tfpark
   <https://analytics-zoo.github.io/0.8.1/#ProgrammingGuide/TFPark/tensorflow/>
(distributed
   TensorFlow on Spark), including seamless scale-out of
*tf.data.Dataset pipelines
   on Spark
   <https://analytics-zoo.github.io/master/#ProgrammingGuide/TFPark/how-to-import-data/%23working-with-data-files-including-csv-files-text-files-and-tfrecord-files>*,
   support of *Spark Dataframes in TFDataSet
   <https://analytics-zoo.github.io/0.8.1/#ProgrammingGuide/TFPark/how-to-import-data/%23working-with-rdd-or-spark-dataframe-data>*,
   support for pre-made TensorFlow Estimator, etc.
   - Improvement to Cluster Serving
   <https://analytics-zoo.github.io/0.8.1/#ClusterServingGuide/ProgrammingGuide/>
(automatically
   distributed serving of DL models), including support for performance mode,
   better TensorBoard integration, etc.
   - Improvement to time series analysis (including new MTNet model and
   project Zouwu <https://analytics-zoo.github.io/0.8.1/#Zouwu/overview/>)
   - Upgrading OpenVINO support to 2020 R1



For more details, you may refer to the project website at
https://github.com/intel-analytics/analytics-zoo/, and the Getting Started
<https://analytics-zoo.github.io/0.8.1/#gettingstarted/> page.



Thanks,

-Jason

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