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XGBoost
Table Of Contents
Installation Guide
Get Started with XGBoost
XGBoost Tutorials
Frequently Asked Questions
XGBoost User Forum
GPU support
XGBoost Parameters
Python package
R package
JVM package
Ruby package
Swift package
Julia package
C Package
C++ Interface
CLI interface
Contribute to XGBoost
Docs
Index
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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S
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T
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U
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X
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
DaskDeviceQuantileDMatrix() (in module xgboost.dask)
DaskDMatrix() (in module xgboost.dask)
DaskXGBClassifier() (in module xgboost.dask)
DaskXGBRegressor() (in module 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.XGBClassifier method)
(xgboost.XGBRanker method)
(xgboost.XGBRegressor method)
(xgboost.XGBRFClassifier method)
(xgboost.XGBRFRegressor method)
EvaluationMonitor() (in module xgboost.callback)
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
inplace_predict() (in module xgboost.dask)
(xgboost.Booster method)
intercept_() (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.XGBClassifier method)
(xgboost.XGBRanker method)
(xgboost.XGBRegressor method)
(xgboost.XGBRFClassifier method)
(xgboost.XGBRFRegressor method)
load_rabit_checkpoint() (xgboost.Booster method)
M
module
xgboost.core
xgboost.dask
xgboost.plotting
xgboost.sklearn
xgboost.training
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)
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_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)
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)
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