Index

A

apply() (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (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

client (xgboost.dask.DaskXGBClassifier property) (xgboost.dask.DaskXGBRanker property) (xgboost.dask.DaskXGBRegressor property) (xgboost.dask.DaskXGBRFClassifier property) (xgboost.dask.DaskXGBRFRegressor property) coef_ (xgboost.dask.DaskXGBClassifier property) (xgboost.dask.DaskXGBRanker property) (xgboost.dask.DaskXGBRegressor property) (xgboost.dask.DaskXGBRFClassifier property) (xgboost.dask.DaskXGBRFRegressor property) (xgboost.XGBClassifier property) (xgboost.XGBRanker property) (xgboost.XGBRegressor property) (xgboost.XGBRFClassifier property) (xgboost.XGBRFRegressor property)

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

D

DaskDeviceQuantileDMatrix (class in xgboost.dask) DaskDMatrix (class in xgboost.dask) DaskXGBClassifier (class in xgboost.dask) DaskXGBRanker (class in xgboost.dask) DaskXGBRegressor (class in xgboost.dask)

DaskXGBRFClassifier (class in xgboost.dask) DaskXGBRFRegressor (class in xgboost.dask) DeviceQuantileDMatrix (class in xgboost) DMatrix (class in xgboost) dump_model() (xgboost.Booster method)

E

EarlyStopping() (in module xgboost.callback) eval() (xgboost.Booster method) eval_set() (xgboost.Booster method) evals_result() (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

EvaluationMonitor() (in module xgboost.callback)

F

feature_importances_ (xgboost.dask.DaskXGBClassifier property) (xgboost.dask.DaskXGBRanker property) (xgboost.dask.DaskXGBRegressor property) (xgboost.dask.DaskXGBRFClassifier property) (xgboost.dask.DaskXGBRFRegressor property) (xgboost.XGBClassifier property) (xgboost.XGBRanker property) (xgboost.XGBRegressor property) (xgboost.XGBRFClassifier property) (xgboost.XGBRFRegressor property) feature_names (xgboost.Booster property) (xgboost.DMatrix property)

feature_types (xgboost.Booster property) (xgboost.DMatrix property) fit() (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (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.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method) get_config() (in module xgboost) 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.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

get_params() (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (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.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

I

inplace_predict() (in module xgboost.dask) (xgboost.Booster method) intercept_ (xgboost.dask.DaskXGBClassifier property) (xgboost.dask.DaskXGBRanker property) (xgboost.dask.DaskXGBRegressor property) (xgboost.dask.DaskXGBRFClassifier property) (xgboost.dask.DaskXGBRFRegressor property) (xgboost.XGBClassifier property) (xgboost.XGBRanker property) (xgboost.XGBRegressor property) (xgboost.XGBRFClassifier property) (xgboost.XGBRFRegressor property)

L

LearningRateScheduler() (in module xgboost.callback) load_config() (xgboost.Booster method) load_model() (xgboost.Booster method) (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

M

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

N

num_boosted_rounds() (xgboost.Booster method) num_col() (xgboost.DMatrix method)

num_features() (xgboost.Booster 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.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method)

predict_proba() (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.XGBClassifier method) (xgboost.XGBRFClassifier method)

R

RayParams (class in xgboost_ray)

S

save_binary() (xgboost.DMatrix method) save_config() (xgboost.Booster method) save_model() (xgboost.Booster method) (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (xgboost.XGBClassifier method) (xgboost.XGBRanker method) (xgboost.XGBRegressor method) (xgboost.XGBRFClassifier method) (xgboost.XGBRFRegressor method) save_raw() (xgboost.Booster method) set_attr() (xgboost.Booster method) set_base_margin() (xgboost.DMatrix method) set_config() (in module xgboost) set_float_info() (xgboost.DMatrix method)

set_float_info_npy2d() (xgboost.DMatrix method) set_group() (xgboost.DMatrix method) set_info() (xgboost.DMatrix method) set_label() (xgboost.DMatrix method) set_param() (xgboost.Booster method) set_params() (xgboost.dask.DaskXGBClassifier method) (xgboost.dask.DaskXGBRanker method) (xgboost.dask.DaskXGBRegressor method) (xgboost.dask.DaskXGBRFClassifier method) (xgboost.dask.DaskXGBRFRegressor method) (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)

TrainingCallback() (in module xgboost.callback) TrainingCheckPoint() (in module xgboost.callback) 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)