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xgboost API Manual

Class(7)
Method(114)
Function(14)
Module(5)

Class

xgboost.Booster
xgboost.DMatrix
xgboost.XGBClassifier
xgboost.XGBRFClassifier
xgboost.XGBRFRegressor
xgboost.XGBRanker
xgboost.XGBRegressor

Method

xgboost.Booster.attr
xgboost.Booster.attributes
xgboost.Booster.boost
xgboost.Booster.copy
xgboost.Booster.dump_model
xgboost.Booster.eval
xgboost.Booster.eval_set
xgboost.Booster.get_dump
xgboost.Booster.get_fscore
xgboost.Booster.get_score
xgboost.Booster.get_split_value_histogram
xgboost.Booster.load_config
xgboost.Booster.load_model
xgboost.Booster.load_rabit_checkpoint
xgboost.Booster.predict
xgboost.Booster.save_config
xgboost.Booster.save_model
xgboost.Booster.save_rabit_checkpoint
xgboost.Booster.save_raw
xgboost.Booster.set_attr
xgboost.Booster.set_param
xgboost.Booster.trees_to_dataframe
xgboost.Booster.update
xgboost.DMatrix.feature_names
xgboost.DMatrix.feature_types
xgboost.DMatrix.get_base_margin
xgboost.DMatrix.get_float_info
xgboost.DMatrix.get_label
xgboost.DMatrix.get_uint_info
xgboost.DMatrix.get_weight
xgboost.DMatrix.num_col
xgboost.DMatrix.num_row
xgboost.DMatrix.save_binary
xgboost.DMatrix.set_base_margin
xgboost.DMatrix.set_float_info
xgboost.DMatrix.set_float_info_npy2d
xgboost.DMatrix.set_group
xgboost.DMatrix.set_interface_info
xgboost.DMatrix.set_label
xgboost.DMatrix.set_uint_info
xgboost.DMatrix.set_weight
xgboost.DMatrix.slice
xgboost.XGBClassifier.apply
xgboost.XGBClassifier.coef_
xgboost.XGBClassifier.evals_result
xgboost.XGBClassifier.feature_importances_
xgboost.XGBClassifier.fit
xgboost.XGBClassifier.get_booster
xgboost.XGBClassifier.get_num_boosting_rounds
xgboost.XGBClassifier.get_params
xgboost.XGBClassifier.get_xgb_params
xgboost.XGBClassifier.intercept_
xgboost.XGBClassifier.load_model
xgboost.XGBClassifier.predict
xgboost.XGBClassifier.predict_proba
xgboost.XGBClassifier.save_model
xgboost.XGBClassifier.set_params
xgboost.XGBRFClassifier.apply
xgboost.XGBRFClassifier.coef_
xgboost.XGBRFClassifier.evals_result
xgboost.XGBRFClassifier.feature_importances_
xgboost.XGBRFClassifier.fit
xgboost.XGBRFClassifier.get_booster
xgboost.XGBRFClassifier.get_num_boosting_rounds
xgboost.XGBRFClassifier.get_params
xgboost.XGBRFClassifier.get_xgb_params
xgboost.XGBRFClassifier.intercept_
xgboost.XGBRFClassifier.load_model
xgboost.XGBRFClassifier.predict
xgboost.XGBRFClassifier.predict_proba
xgboost.XGBRFClassifier.save_model
xgboost.XGBRFClassifier.set_params
xgboost.XGBRFRegressor.apply
xgboost.XGBRFRegressor.coef_
xgboost.XGBRFRegressor.evals_result
xgboost.XGBRFRegressor.feature_importances_
xgboost.XGBRFRegressor.fit
xgboost.XGBRFRegressor.get_booster
xgboost.XGBRFRegressor.get_num_boosting_rounds
xgboost.XGBRFRegressor.get_params
xgboost.XGBRFRegressor.get_xgb_params
xgboost.XGBRFRegressor.intercept_
xgboost.XGBRFRegressor.load_model
xgboost.XGBRFRegressor.predict
xgboost.XGBRFRegressor.save_model
xgboost.XGBRFRegressor.set_params
xgboost.XGBRanker.apply
xgboost.XGBRanker.coef_
xgboost.XGBRanker.evals_result
xgboost.XGBRanker.feature_importances_
xgboost.XGBRanker.fit
xgboost.XGBRanker.get_booster
xgboost.XGBRanker.get_num_boosting_rounds
xgboost.XGBRanker.get_params
xgboost.XGBRanker.get_xgb_params
xgboost.XGBRanker.intercept_
xgboost.XGBRanker.load_model
xgboost.XGBRanker.predict
xgboost.XGBRanker.save_model
xgboost.XGBRanker.set_params
xgboost.XGBRegressor.apply
xgboost.XGBRegressor.coef_
xgboost.XGBRegressor.evals_result
xgboost.XGBRegressor.feature_importances_
xgboost.XGBRegressor.fit
xgboost.XGBRegressor.get_booster
xgboost.XGBRegressor.get_num_boosting_rounds
xgboost.XGBRegressor.get_params
xgboost.XGBRegressor.get_xgb_params
xgboost.XGBRegressor.intercept_
xgboost.XGBRegressor.load_model
xgboost.XGBRegressor.predict
xgboost.XGBRegressor.save_model
xgboost.XGBRegressor.set_params

Function

xgboost.callback.early_stop
xgboost.callback.print_evaluation
xgboost.callback.record_evaluation
xgboost.callback.reset_learning_rate
xgboost.cv
xgboost.dask.DaskDMatrix
xgboost.dask.DaskXGBClassifier
xgboost.dask.DaskXGBRegressor
xgboost.dask.predict
xgboost.dask.train
xgboost.plot_importance
xgboost.plot_tree
xgboost.to_graphviz
xgboost.train

Module

xgboost.core
xgboost.dask
xgboost.plotting
xgboost.sklearn
xgboost.training