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analytics-zoo release 0.1.0

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@liu-shaojun liu-shaojun released this 05 Mar 10:02
· 17076 commits to bigdl-2.0 since this release
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Highlights

  • Support for building and productionizing end-to-end deep learning applications for big data
  • E2E analytics + deep learning pipelines (natively in Spark DataFrames and ML Pipelines) using nnframes
  • Flexible model definition using autograd, Keras & transfer learning APIs
  • Data preprocessing using built-in feature engineering operations
  • Out-of-the-box solutions for a variety of problem types using built-in deep learning models and reference use cases
  • Serving models using POJO model serving APIs for web services and other big data frameworks (e.g., Storm or Kafka)