Scikit-Learn API

The following table lists both implemented and not implemented methods. If you have need of an operation that is listed as not implemented, feel free to open an issue on the GitHub repository, or give a thumbs up to already created issues. Contributions are also welcome!

The following table is structured as follows: The first column contains the method name. The second column contains link to a description of corresponding xgboost method. The third column is a flag for whether or not there is an implementation in Xorbits for the method in the left column. Y stands for yes, N stands for no, P standsfor partial (meaning some parameters may not be supported yet), and D stands for default to xgboost.

XGBRegressor

xorbits.xgboost	xgboost	Implemented? (Y/N/P/D)	Notes for Current implementation
XGBRegressor.apply	XGBRegressor.apply	Y
XGBRegressor.evals_result	XGBRegressor.evals_result	Y
XGBRegressor.fit	XGBRegressor.fit	Y
XGBRegressor.get_booster	XGBRegressor.get_booster	Y
XGBRegressor.get_metadata_routing	XGBRegressor.get_metadata_routing	Y
XGBRegressor.get_num_boosting_rounds	XGBRegressor.get_num_boosting_rounds	Y
XGBRegressor.get_params	XGBRegressor.get_params	Y
XGBRegressor.get_xgb_params	XGBRegressor.get_xgb_params	Y
XGBRegressor.load_model	XGBRegressor.load_model	Y
XGBRegressor.predict	XGBRegressor.predict	Y
XGBRegressor.save_model	XGBRegressor.save_model	Y
XGBRegressor.set_fit_request	XGBRegressor.set_fit_request	Y
XGBRegressor.set_params	XGBRegressor.set_params	Y
XGBRegressor.set_predict_request	XGBRegressor.set_predict_request	Y

XGBClassifier

xorbits.xgboost	xgboost	Implemented? (Y/N/P/D)	Notes for Current implementation
XGBClassifier.apply	XGBClassifier.apply	Y
XGBClassifier.evals_result	XGBClassifier.evals_result	Y
XGBClassifier.fit	XGBClassifier.fit	Y
XGBClassifier.get_booster	XGBClassifier.get_booster	Y
XGBClassifier.get_metadata_routing	XGBClassifier.get_metadata_routing	Y
XGBClassifier.get_num_boosting_rounds	XGBClassifier.get_num_boosting_rounds	Y
XGBClassifier.get_params	XGBClassifier.get_params	Y
XGBClassifier.get_xgb_params	XGBClassifier.get_xgb_params	Y
XGBClassifier.load_model	XGBClassifier.load_model	Y
XGBClassifier.predict	XGBClassifier.predict	Y
XGBClassifier.predict_proba	XGBClassifier.predict_proba	Y
XGBClassifier.save_model	XGBClassifier.save_model	Y
XGBClassifier.score	XGBClassifier.score	Y
XGBClassifier.set_fit_request	XGBClassifier.set_fit_request	Y
XGBClassifier.set_params	XGBClassifier.set_params	Y
XGBClassifier.set_predict_proba_request	XGBClassifier.set_predict_proba_request	Y
XGBClassifier.set_predict_request	XGBClassifier.set_predict_request	Y
XGBClassifier.set_score_request	XGBClassifier.set_score_request	Y