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xgboost 1.5.0 documentation
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XGBoost
Table Of Contents
Installation Guide
Building From Source
Get Started with XGBoost
XGBoost Tutorials
Frequently Asked Questions
XGBoost User Forum
GPU Support
XGBoost Parameters
Prediction
XGBoost Tree Methods
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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R
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S
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T
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U
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X
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)
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