stable
Installation Guide
Building From Source
Get Started with XGBoost
XGBoost Tutorials
Frequently Asked Questions
XGBoost User Forum
GPU Support
XGBoost Parameters
Prediction
Tree Methods
Python Package
R Package
JVM Package
Ruby Package
Swift Package
Julia Package
C Package
C++ Interface
CLI Interface
Contribute to XGBoost
xgboost
Index
Edit on GitHub
Index
A
|
B
|
C
|
D
|
E
|
F
|
G
|
H
|
I
|
L
|
M
|
N
|
P
|
Q
|
R
|
S
|
T
|
U
|
W
|
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.Booster property)
(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.Booster property)
(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)
BoosterHandle (C++ type)
C
clear() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
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)
(xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
cv() (in module xgboost)
D
DaskDMatrix (class in xgboost.dask)
DaskQuantileDMatrix (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)
DataHolderHandle (C++ type)
DataIter (class in xgboost)
DataIterHandle (C++ type)
DataIterResetCallback (C++ type)
DMatrix (class in xgboost)
DMatrixHandle (C++ type)
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)
explainParam() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
explainParams() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
extractParamMap() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
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.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.XGBClassifier method)
(xgboost.XGBRanker method)
(xgboost.XGBRegressor method)
(xgboost.XGBRFClassifier method)
(xgboost.XGBRFRegressor method)
fitMultiple() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRegressor 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.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressorModel method)
(xgboost.XGBClassifier method)
(xgboost.XGBRanker method)
(xgboost.XGBRegressor method)
(xgboost.XGBRFClassifier method)
(xgboost.XGBRFRegressor method)
get_callbacks() (xgboost.DataIter method)
get_config() (in module xgboost)
get_data() (xgboost.DMatrix method)
get_dump() (xgboost.Booster method)
get_feature_importances() (xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressorModel method)
get_float_info() (xgboost.DMatrix method)
get_fscore() (xgboost.Booster method)
get_group() (xgboost.DMatrix method)
get_label() (xgboost.DMatrix method)
get_metadata_routing() (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_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_quantile_cut() (xgboost.DMatrix 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)
getFeaturesCol() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
getLabelCol() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
getOrDefault() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
getParam() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
getPredictionCol() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
getProbabilityCol() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
getRawPredictionCol() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
getValidationIndicatorCol() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
getWeightCol() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
H
hasDefault() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
hasParam() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel 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)
isDefined() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
isSet() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
L
LearningRateScheduler (class in xgboost.callback)
load() (xgboost.spark.SparkXGBClassifier class method)
(xgboost.spark.SparkXGBClassifierModel class method)
(xgboost.spark.SparkXGBRanker class method)
(xgboost.spark.SparkXGBRankerModel class method)
(xgboost.spark.SparkXGBRegressor class method)
(xgboost.spark.SparkXGBRegressorModel class method)
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.spark
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)
next() (xgboost.DataIter method)
num_boosted_rounds() (xgboost.Booster method)
num_col() (xgboost.dask.DaskDMatrix method)
(xgboost.dask.DaskQuantileDMatrix method)
(xgboost.DMatrix method)
num_features() (xgboost.Booster method)
num_nonmissing() (xgboost.DMatrix method)
num_row() (xgboost.DMatrix method)
P
params (xgboost.spark.SparkXGBClassifier property)
(xgboost.spark.SparkXGBClassifierModel property)
(xgboost.spark.SparkXGBRanker property)
(xgboost.spark.SparkXGBRankerModel property)
(xgboost.spark.SparkXGBRegressor property)
(xgboost.spark.SparkXGBRegressorModel property)
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)
proxy (xgboost.DataIter property)
Q
QuantileDMatrix (class in xgboost)
R
read() (xgboost.spark.SparkXGBClassifier class method)
(xgboost.spark.SparkXGBClassifierModel class method)
(xgboost.spark.SparkXGBRanker class method)
(xgboost.spark.SparkXGBRankerModel class method)
(xgboost.spark.SparkXGBRegressor class method)
(xgboost.spark.SparkXGBRegressorModel class method)
reraise() (xgboost.DataIter method)
reset() (xgboost.DataIter method)
S
save() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
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.XGBRanker method)
(xgboost.XGBRegressor method)
(xgboost.XGBRFClassifier method)
(xgboost.XGBRFRegressor method)
set() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
set_attr() (xgboost.Booster method)
set_base_margin() (xgboost.DMatrix method)
set_config() (in module xgboost)
set_device() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
set_fit_request() (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_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_predict_proba_request() (xgboost.dask.DaskXGBClassifier method)
(xgboost.dask.DaskXGBRFClassifier method)
(xgboost.XGBClassifier method)
(xgboost.XGBRFClassifier method)
set_predict_request() (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_score_request() (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_uint_info() (xgboost.DMatrix method)
set_weight() (xgboost.DMatrix method)
setParams() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRegressor method)
slice() (xgboost.DMatrix method)
SparkXGBClassifier (class in xgboost.spark)
SparkXGBClassifierModel (class in xgboost.spark)
SparkXGBRanker (class in xgboost.spark)
SparkXGBRankerModel (class in xgboost.spark)
SparkXGBRegressor (class in xgboost.spark)
SparkXGBRegressorModel (class in xgboost.spark)
T
to_graphviz() (in module xgboost)
train() (in module xgboost)
(in module xgboost.dask)
TrainingCallback (class in xgboost.callback)
TrainingCheckPoint (class in xgboost.callback)
transform() (xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressorModel method)
trees_to_dataframe() (xgboost.Booster method)
U
uid (xgboost.spark.SparkXGBClassifier attribute)
(xgboost.spark.SparkXGBClassifierModel attribute)
(xgboost.spark.SparkXGBRanker attribute)
(xgboost.spark.SparkXGBRankerModel attribute)
(xgboost.spark.SparkXGBRegressor attribute)
(xgboost.spark.SparkXGBRegressorModel attribute)
update() (xgboost.Booster method)
W
write() (xgboost.spark.SparkXGBClassifier method)
(xgboost.spark.SparkXGBClassifierModel method)
(xgboost.spark.SparkXGBRanker method)
(xgboost.spark.SparkXGBRankerModel method)
(xgboost.spark.SparkXGBRegressor method)
(xgboost.spark.SparkXGBRegressorModel method)
X
XGBCallbackDataIterNext (C++ type)
XGBCallbackSetData (C++ type)
XGBClassifier (class in xgboost)
XGBGetGlobalConfig (C++ function)
XGBGetLastError (C++ function)
xgboost.callback
module
xgboost.core
module
xgboost.dask
module
xgboost.plotting
module
xgboost.sklearn
module
xgboost.spark
module
xgboost.training
module
XGBoostBatchCSR (C++ struct)
XGBoosterBoostedRounds (C++ function)
XGBoosterBoostOneIter (C++ function)
XGBoosterCreate (C++ function)
XGBoosterDumpModel (C++ function)
XGBoosterDumpModelEx (C++ function)
XGBoosterDumpModelExWithFeatures (C++ function)
XGBoosterDumpModelWithFeatures (C++ function)
XGBoosterEvalOneIter (C++ function)
XGBoosterFeatureScore (C++ function)
XGBoosterFree (C++ function)
XGBoosterGetAttr (C++ function)
XGBoosterGetAttrNames (C++ function)
XGBoosterGetModelRaw (C++ function)
XGBoosterGetNumFeature (C++ function)
XGBoosterGetStrFeatureInfo (C++ function)
XGBoosterLoadJsonConfig (C++ function)
XGBoosterLoadModel (C++ function)
XGBoosterLoadModelFromBuffer (C++ function)
XGBoosterLoadRabitCheckpoint (C++ function)
XGBoosterPredict (C++ function)
XGBoosterPredictFromCSR (C++ function)
XGBoosterPredictFromCudaArray (C++ function)
XGBoosterPredictFromCudaColumnar (C++ function)
XGBoosterPredictFromDense (C++ function)
XGBoosterPredictFromDMatrix (C++ function)
XGBoosterSaveJsonConfig (C++ function)
XGBoosterSaveModel (C++ function)
XGBoosterSaveModelToBuffer (C++ function)
XGBoosterSaveRabitCheckpoint (C++ function)
XGBoosterSerializeToBuffer (C++ function)
XGBoosterSetAttr (C++ function)
XGBoosterSetParam (C++ function)
XGBoosterSetStrFeatureInfo (C++ function)
XGBoosterSlice (C++ function)
XGBoosterUnserializeFromBuffer (C++ function)
XGBoosterUpdateOneIter (C++ function)
XGBoostVersion (C++ function)
XGBRanker (class in xgboost)
XGBRegisterLogCallback (C++ function)
XGBRegressor (class in xgboost)
XGBRFClassifier (class in xgboost)
XGBRFRegressor (class in xgboost)
XGBSetGlobalConfig (C++ function)
XGBuildInfo (C++ function)
XGCommunicatorAllreduce (C++ function)
XGCommunicatorBroadcast (C++ function)
XGCommunicatorFinalize (C++ function)
XGCommunicatorGetProcessorName (C++ function)
XGCommunicatorGetRank (C++ function)
XGCommunicatorGetWorldSize (C++ function)
XGCommunicatorInit (C++ function)
XGCommunicatorIsDistributed (C++ function)
XGCommunicatorPrint (C++ function)
XGDeviceQuantileDMatrixCreateFromCallback (C++ function)
XGDMatrixCallbackNext (C++ type)
XGDMatrixCreateFromArrowCallback (C++ function)
XGDMatrixCreateFromCallback (C++ function)
XGDMatrixCreateFromCSC (C++ function)
XGDMatrixCreateFromCSCEx (C++ function)
XGDMatrixCreateFromCSR (C++ function)
XGDMatrixCreateFromCSREx (C++ function)
XGDMatrixCreateFromCudaArrayInterface (C++ function)
XGDMatrixCreateFromCudaColumnar (C++ function)
XGDMatrixCreateFromDataIter (C++ function)
XGDMatrixCreateFromDense (C++ function)
XGDMatrixCreateFromDT (C++ function)
XGDMatrixCreateFromFile (C++ function)
XGDMatrixCreateFromMat (C++ function)
XGDMatrixCreateFromMat_omp (C++ function)
XGDMatrixCreateFromURI (C++ function)
XGDMatrixFree (C++ function)
XGDMatrixGetDataAsCSR (C++ function)
XGDMatrixGetFloatInfo (C++ function)
XGDMatrixGetQuantileCut (C++ function)
XGDMatrixGetStrFeatureInfo (C++ function)
XGDMatrixGetUIntInfo (C++ function)
XGDMatrixNumCol (C++ function)
XGDMatrixNumNonMissing (C++ function)
XGDMatrixNumRow (C++ function)
XGDMatrixSaveBinary (C++ function)
XGDMatrixSetDenseInfo (C++ function)
XGDMatrixSetFloatInfo (C++ function)
XGDMatrixSetGroup (C++ function)
XGDMatrixSetInfoFromInterface (C++ function)
XGDMatrixSetStrFeatureInfo (C++ function)
XGDMatrixSetUIntInfo (C++ function)
XGDMatrixSliceDMatrix (C++ function)
XGDMatrixSliceDMatrixEx (C++ function)
XGImportArrowRecordBatch (C++ function)
XGProxyDMatrixCreate (C++ function)
XGProxyDMatrixSetDataCSR (C++ function)
XGProxyDMatrixSetDataCudaArrayInterface (C++ function)
XGProxyDMatrixSetDataCudaColumnar (C++ function)
XGProxyDMatrixSetDataDense (C++ function)
XGQuantileDMatrixCreateFromCallback (C++ function)
Read the Docs
v: stable
Versions
latest
stable
release_1.7.0
release_1.6.0
release_1.5.0
release_1.4.0
release_1.3.0
release_1.2.0
release_1.1.0
release_1.0.0
release_0.90
release_0.82
release_0.81
release_0.80
release_0.72
Downloads
pdf
On Read the Docs
Project Home
Builds