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Release v0.3.0-rc.1

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@typhoonzero typhoonzero released this 22 Jun 13:27
ea036f5

Major Features and Improvements


  • Support TO EVALUATE clause to evaluate a model.
  • SQLFlow model zoo, support publicly share model definitions and models.
  • Support mathematical programming using SQL.
  • Support feature column in the XGBoost model, including training, evaluating, prediction, and explaining.
  • Support incremental training for both TensorFlow and XGBoost models.
  • Add logs to record runtime status.
  • Command-line Tool support release/remove model/repo .
  • Support SHOW TRAIN statement go get original SQL.
  • Create the SQLFlow Playground as a quick-start environment.

Improvements

  • Improve the user experience on workflow mode, including improving workflow log structure, return selected rows, and diagnostic message to the GUI system.
  • Improve some diagnostic messages on the workflow model.
  • Supports passing all the selected columns into the prediction result table.
  • Decompose the all-in-one Docker image into separated Docker images.