release_1.6.0
Installation Guide
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GPU Support
XGBoost Parameters
Prediction
Tree Methods
Python Package
R Package
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Ruby Package
Swift Package
Julia Package
C Package
C++ Interface
CLI Interface
Contribute to XGBoost
xgboost
Index
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Index
A
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B
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C
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D
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E
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F
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G
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I
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L
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M
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N
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P
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R
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S
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T
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U
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X
A
after_iteration() (xgboost.callback.EarlyStopping method)
(xgboost.callback.EvaluationMonitor method)
(xgboost.callback.LearningRateScheduler method)
(xgboost.callback.TrainingCallback method)
(xgboost.callback.TrainingCheckPoint method)
after_training() (xgboost.callback.EarlyStopping method)
(xgboost.callback.EvaluationMonitor method)
(xgboost.callback.LearningRateScheduler method)
(xgboost.callback.TrainingCallback method)
(xgboost.callback.TrainingCheckPoint method)
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
before_iteration() (xgboost.callback.EarlyStopping method)
(xgboost.callback.EvaluationMonitor method)
(xgboost.callback.LearningRateScheduler method)
(xgboost.callback.TrainingCallback method)
(xgboost.callback.TrainingCheckPoint method)
before_training() (xgboost.callback.EarlyStopping method)
(xgboost.callback.EvaluationMonitor method)
(xgboost.callback.LearningRateScheduler method)
(xgboost.callback.TrainingCallback method)
(xgboost.callback.TrainingCheckPoint method)
best_iteration (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)
best_score (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)
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 (class in 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 (class in 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_names_in_ (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_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_group() (xgboost.DMatrix 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 (class in 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.callback
xgboost.core
xgboost.dask
xgboost.plotting
xgboost.sklearn
xgboost.training
N
n_features_in_ (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)
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)
score() (xgboost.dask.DaskXGBClassifier method)
(xgboost.dask.DaskXGBRegressor method)
(xgboost.dask.DaskXGBRFClassifier method)
(xgboost.dask.DaskXGBRFRegressor method)
(xgboost.XGBClassifier method)
(xgboost.XGBRegressor method)
(xgboost.XGBRFClassifier method)
(xgboost.XGBRFRegressor 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 (class in xgboost.callback)
TrainingCheckPoint (class in xgboost.callback)
trees_to_dataframe() (xgboost.Booster method)
U
update() (xgboost.Booster method)
X
XGBClassifier (class in xgboost)
xgboost.callback
module
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)
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v: release_1.6.0
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