Index

A

apply() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

attr() (xgboost.Booster method) attributes() (xgboost.Booster method)

B

boost() (xgboost.Booster method)

Booster (class in xgboost)

C

coef_() (xgboost.XGBClassifier property) (xgboost.XGBRanker property) (xgboost.XGBRegressor property) (xgboost.XGBRFClassifier property) (xgboost.XGBRFRegressor property)

copy() (xgboost.Booster method) cv() (in module xgboost)

D

DaskDMatrix() (in module xgboost.dask) DaskXGBClassifier() (in module xgboost.dask)

DaskXGBRegressor() (in module xgboost.dask) DMatrix (class in xgboost) dump_model() (xgboost.Booster method)

E

early_stop() (in module xgboost.callback) eval() (xgboost.Booster method) eval_set() (xgboost.Booster method) evals_result() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

F

feature_importances_() (xgboost.XGBClassifier property) (xgboost.XGBRanker property) (xgboost.XGBRegressor property) (xgboost.XGBRFClassifier property) (xgboost.XGBRFRegressor property) feature_names() (xgboost.DMatrix property)

feature_types() (xgboost.DMatrix property) fit() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

G

get_base_margin() (xgboost.DMatrix method) get_booster() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method) get_dump() (xgboost.Booster method) get_float_info() (xgboost.DMatrix method) get_fscore() (xgboost.Booster method) get_label() (xgboost.DMatrix method) get_num_boosting_rounds() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

get_params() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method) get_score() (xgboost.Booster method) get_split_value_histogram() (xgboost.Booster method) get_uint_info() (xgboost.DMatrix method) get_weight() (xgboost.DMatrix method) get_xgb_params() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

I

intercept_() (xgboost.XGBClassifier property) (xgboost.XGBRanker property) (xgboost.XGBRegressor property) (xgboost.XGBRFClassifier property) (xgboost.XGBRFRegressor property)

L

load_config() (xgboost.Booster method) load_model() (xgboost.Booster method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

load_rabit_checkpoint() (xgboost.Booster method)

N

num_col() (xgboost.DMatrix method)

num_row() (xgboost.DMatrix method)

P

plot_importance() (in module xgboost) plot_tree() (in module xgboost) predict() (in module xgboost.dask) (xgboost.Booster method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

predict_proba() (xgboost.XGBClassifier method) (xgboost.XGBRFClassifier method) print_evaluation() (in module xgboost.callback)

R

record_evaluation() (in module xgboost.callback)

reset_learning_rate() (in module xgboost.callback)

S

save_binary() (xgboost.DMatrix method) save_config() (xgboost.Booster method) save_model() (xgboost.Booster method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method) save_rabit_checkpoint() (xgboost.Booster method) save_raw() (xgboost.Booster method) set_attr() (xgboost.Booster method) set_base_margin() (xgboost.DMatrix method) set_float_info() (xgboost.DMatrix method)

set_float_info_npy2d() (xgboost.DMatrix method) set_group() (xgboost.DMatrix method) set_interface_info() (xgboost.DMatrix method) set_label() (xgboost.DMatrix method) set_param() (xgboost.Booster method) set_params() (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method) set_uint_info() (xgboost.DMatrix method) set_weight() (xgboost.DMatrix method) slice() (xgboost.DMatrix method)

T

to_graphviz() (in module xgboost) train() (in module xgboost) (in module xgboost.dask)

trees_to_dataframe() (xgboost.Booster method)

U

update() (xgboost.Booster method)

X

XGBClassifier (class in xgboost) xgboost.core (module) xgboost.dask (module) xgboost.plotting (module) xgboost.sklearn (module)

xgboost.training (module) XGBRanker (class in xgboost) XGBRegressor (class in xgboost) XGBRFClassifier (class in xgboost) XGBRFRegressor (class in xgboost)