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TODO:
- [ ] To support xgboost and ant-xgboost in SQLFlow #758
- Design Doc: XGBoost on SQLFlow @Yancey1989 [design doc] XGBoost on SQLFlow #753
- Implement
codegen_xgbwhich can run e2e on the TRAIN SQL. @Yancey1989 Initialize XGBoost codegen #765 - Convert the WITH clause to
xgboost.trainarguments and XGBoost Parameters. @Yancey1989 convert WITH clause to xgboost params #780 - Support
PREDICTusing the trained model. @typhoonzero - Verify with
ANALYZESQL @Yancey1989 verify xgboost with SHAP #790 - [enhancement] Verify parameters according the difference
boostertype, ref: https://xgboost.readthedocs.io/en/latest/parameter.html#xgboost-parameters
- [ ] [enhancement] Survey auto-train with XGBoost.
- [ ] Support sparse data format
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