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From Jason Dai <jason....@gmail.com>
Subject [Announcement] Analytics Zoo 0.5 release
Date Mon, 17 Jun 2019 14:18:16 GMT
Hi all,


We are happy to announce the 0.5 release of Analytics Zoo
<https://github.com/intel-analytics/analytics-zoo/>, a unified Analytics +
AI platform for *distributed TensorFlow, Keras & BigDL on Apache Spark*;
some of the notable new features in this release are:


   - tfpark
   <https://analytics-zoo.github.io/0.5.1/#ProgrammingGuide/tensorflow/>:
   distributed TensorFlow for Apache Spark
      - Support Keras
      <https://analytics-zoo.github.io/0.5.1/#APIGuide/TFPark/model/> and
      TensorFlow Estimator
      <https://analytics-zoo.github.io/0.5.1/#APIGuide/TFPark/estimator/>
      APIs
      - Built-in NLP models
      <https://analytics-zoo.github.io/0.5.1/#APIGuide/TFPark/text-models/>
      (including NER, Intent Extraction and POS Tagging)
      - Premade BERT estimators
      <https://analytics-zoo.github.io/0.5.1/#APIGuide/TFPark/bert-classifier/>
      (e.g., BERT Classifier)


   - Model Inference improvement, including
      - Int8
      <https://github.com/intel-analytics/analytics-zoo/tree/branch-0.5/zoo/src/main/scala/com/intel/analytics/zoo/examples/vnni>
(DL
      Boost/VNNI) inference support based on BigDL and OpenVINO
      - Distributed, streaming inference
      <https://github.com/intel-analytics/analytics-zoo/tree/branch-0.5/apps/model-inference-examples>
      using Spark Streaming and Apache Flink


   - Additional built-in models for BigDL, including fine-tuning pipeline
   for SSD
   <https://github.com/intel-analytics/analytics-zoo/tree/branch-0.5/zoo/src/main/scala/com/intel/analytics/zoo/examples/objectdetection/finetune/ssd>,
   Transformer
   <https://github.com/intel-analytics/analytics-zoo/tree/branch-0.5/pyzoo/zoo/examples/attention>,
   BERT
   <https://github.com/intel-analytics/analytics-zoo/blob/branch-0.5/pyzoo/zoo/pipeline/api/keras/layers/self_attention.py#L226>,
   etc.


   - Support for BigDL 0.8.0; please see the download page
   <https://analytics-zoo.github.io/master/#release-download/> for the
   supported versions and releases.

 For more details, you may refer to the project website at
https://github.com/intel-analytics/analytics-zoo/



Thanks,

-Jason

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