Release v0.3.0-rc.1
Pre-release
Pre-release
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.