sqlflow
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sql-machine-learning
Brings SQL and AI together.
After our code refactory, only workflow mode is officially supported. This makes the developing and debugging more complicated. The complication comes from ways: 1. Many docker images (dev, ci, server,...
**Is your feature request related to a problem? Please describe.** A clear description of the problem **Describe the solution you'd like** A clear description of what you want to happen...
**Is your feature request related to a problem? Please describe.** As described in [language guide](https://github.com/sql-machine-learning/sqlflow/blob/develop/doc/language_guide.md#to-run-syntax), we have some pre-made runnable in sqlflow/runnable, but there is no doc now, please add...
Users from community asked about how to build a model in recommendation scenarios. It would be better that we can provide a tutorial of CTR model in the tutorial.
**Description** A clear description of the bug **Reproduction Steps** Detailed steps to reproduce **Expected Behavior** What you expected to happen. **Screenshots** **Environment (Please complete the following information):** - OS: -...
**Is your feature request related to a problem? Please describe.** Our language guide mentions the models parameter and hyperparameter, like [here](https://github.com/sql-machine-learning/sqlflow/blob/develop/doc/language_guide.md#train-clause), but users has nowhere to refer to them. **Describe...
**Is your feature request related to a problem? Please describe.** Add a doc to describe how to use our explainer. Then link it to our [language guide](https://github.com/sql-machine-learning/sqlflow/blob/develop/doc/language_guide.md#explain-and-using-clause) **Describe the solution...
**Is your feature request related to a problem? Please describe.** Currently there is no doc for models we used in the example. We should find a place to include generic...
At the present, TO EXPLAIN for XGBoost model only support single machine execution. It will cost a long time for a large dataset. Distributed execution is necessary for performance speed...