Index

B

baseMarginCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

C

callbacks (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute) clear() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

copy() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

E

explainParam() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) explainParams() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

external_storage_precision (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute) extractParamMap() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

F

featuresCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute) fit() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostRegressor method)

fitMultiple() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostRegressor method) force_repartition (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

G

get_booster() (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressorModel method) getFeaturesCol() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) getLabelCol() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) getOrDefault() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) getParam() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

getPredictionCol() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) getProbabilityCol() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) getRawPredictionCol() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) getValidationIndicatorCol() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) getWeightCol() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

H

hasDefault() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

hasParam() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) HorovodRunner (class in sparkdl)

I

isDefined() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

isSet() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

L

labelCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute) load() (sparkdl.xgboost.XgboostClassifier class method) (sparkdl.xgboost.XgboostClassifierModel class method) (sparkdl.xgboost.XgboostRegressor class method) (sparkdl.xgboost.XgboostRegressorModel class method)

log_to_driver() (in module sparkdl.horovod) LogCallback (class in sparkdl.horovod.tensorflow.keras)

M

missing (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

module sparkdl sparkdl.horovod sparkdl.horovod.tensorflow.keras sparkdl.xgboost

N

num_workers (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

O

on_batch_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_batch_end() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_epoch_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_epoch_end() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_predict_batch_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_predict_batch_end() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_predict_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_predict_end() (sparkdl.horovod.tensorflow.keras.LogCallback method)

on_test_batch_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_test_batch_end() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_test_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_test_end() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_train_batch_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_train_batch_end() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_train_begin() (sparkdl.horovod.tensorflow.keras.LogCallback method) on_train_end() (sparkdl.horovod.tensorflow.keras.LogCallback method)

P

params() (sparkdl.xgboost.XgboostClassifier property) (sparkdl.xgboost.XgboostClassifierModel property) (sparkdl.xgboost.XgboostRegressor property) (sparkdl.xgboost.XgboostRegressorModel property) predictionCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

probabilityCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute)

R

rawPredictionCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) read() (sparkdl.xgboost.XgboostClassifier class method) (sparkdl.xgboost.XgboostClassifierModel class method) (sparkdl.xgboost.XgboostRegressor class method) (sparkdl.xgboost.XgboostRegressorModel class method)

run() (sparkdl.HorovodRunner method)

S

save() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) set() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method) set_model() (sparkdl.horovod.tensorflow.keras.LogCallback method)

set_params() (sparkdl.horovod.tensorflow.keras.LogCallback method) sparkdl module sparkdl.horovod module sparkdl.horovod.tensorflow.keras module sparkdl.xgboost module

T

transform() (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressorModel method)

U

uid (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute) use_external_storage (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

use_gpu (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

V

validationIndicatorCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

W

weightCol (sparkdl.xgboost.XgboostClassifier attribute) (sparkdl.xgboost.XgboostClassifierModel attribute) (sparkdl.xgboost.XgboostRegressor attribute) (sparkdl.xgboost.XgboostRegressorModel attribute)

write() (sparkdl.xgboost.XgboostClassifier method) (sparkdl.xgboost.XgboostClassifierModel method) (sparkdl.xgboost.XgboostRegressor method) (sparkdl.xgboost.XgboostRegressorModel method)

X

XgboostClassifier (class in sparkdl.xgboost) XgboostClassifierModel (class in sparkdl.xgboost)

XgboostRegressor (class in sparkdl.xgboost) XgboostRegressorModel (class in sparkdl.xgboost)