Index

A

add_feature() (zoo.friesian.feature.table.FeatureTable method) add_hist_seq() (zoo.friesian.feature.table.FeatureTable method) add_length() (zoo.friesian.feature.table.FeatureTable method)

add_neg_hist_seq() (zoo.friesian.feature.table.FeatureTable method) add_negative_samples() (zoo.friesian.feature.table.FeatureTable method) AutoEstimator (class in zoo.orca.automl.auto_estimator)

B

BigDLEstimator (class in zoo.orca.learn.bigdl.estimator)

broadcast() (zoo.friesian.feature.table.Table method)

C

cast() (zoo.friesian.feature.table.Table method) clear_gradient_clipping() (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method)

clip() (zoo.friesian.feature.table.Table method) col() (zoo.friesian.feature.table.Table method) compute() (zoo.friesian.feature.table.Table method) cross_columns() (zoo.friesian.feature.table.FeatureTable method)

D

data_length() (in module zoo.orca.learn.tf2.estimator) distinct() (zoo.friesian.feature.table.Table method)

drop() (zoo.friesian.feature.table.Table method) dropna() (zoo.friesian.feature.table.Table method)

E

encode_string() (zoo.friesian.feature.table.FeatureTable method) Estimator (class in zoo.orca.learn.bigdl.estimator) (class in zoo.orca.learn.openvino.estimator) (class in zoo.orca.learn.pytorch.estimator) (class in zoo.orca.learn.tf.estimator) (class in zoo.orca.learn.tf2.estimator) evaluate() (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcmf_forecaster.TCMFForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method) (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchRayEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) (zoo.orca.learn.tf2.estimator.TensorFlow2Estimator method)

evaluate_with_onnx() (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method)

F

FeatureTable (class in zoo.friesian.feature.table) fill_median() (zoo.friesian.feature.table.Table method) fillna() (zoo.friesian.feature.table.Table method) filter() (zoo.friesian.feature.table.Table method) fit() (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcmf_forecaster.TCMFForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method) (zoo.orca.automl.auto_estimator.AutoEstimator method) (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchRayEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) (zoo.orca.learn.tf2.estimator.TensorFlow2Estimator method)

fit_incremental() (zoo.chronos.model.forecast.tcmf_forecaster.TCMFForecaster method) from_bigdl() (zoo.orca.learn.bigdl.estimator.Estimator static method) from_dict() (zoo.friesian.feature.table.StringIndex class method) from_graph() (zoo.orca.learn.tf.estimator.Estimator static method) from_keras() (zoo.orca.automl.auto_estimator.AutoEstimator static method) (zoo.orca.learn.tf.estimator.Estimator static method) (zoo.orca.learn.tf2.estimator.Estimator static method) from_openvino() (zoo.orca.learn.openvino.estimator.Estimator static method) from_torch() (zoo.orca.automl.auto_estimator.AutoEstimator static method) (zoo.orca.learn.pytorch.estimator.Estimator static method)

G

gen_ind2ind() (zoo.friesian.feature.table.FeatureTable method) gen_string_idx() (zoo.friesian.feature.table.FeatureTable method) get_best_config() (zoo.orca.automl.auto_estimator.AutoEstimator method) get_best_model() (zoo.orca.automl.auto_estimator.AutoEstimator method) get_model() (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchRayEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) (zoo.orca.learn.tf2.estimator.TensorFlow2Estimator method)

get_train_summary() (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) get_validation_summary() (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method)

I

is_tf_data_dataset() (in module zoo.orca.learn.tf.estimator)

is_xshards_distributed() (zoo.chronos.model.forecast.tcmf_forecaster.TCMFForecaster method)

J

join() (zoo.friesian.feature.table.FeatureTable method)

K

KerasEstimator (class in zoo.orca.learn.tf.estimator)

L

load() (zoo.chronos.model.forecast.tcmf_forecaster.TCMFForecaster class method) (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchRayEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) (zoo.orca.learn.tf2.estimator.TensorFlow2Estimator method) load_keras_model() (zoo.orca.learn.tf.estimator.Estimator static method)

load_keras_weights() (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) load_orca_checkpoint() (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) load_tf_checkpoint() (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) log() (zoo.friesian.feature.table.Table method) LSTMForecaster (class in zoo.chronos.model.forecast.lstm_forecaster)

M

make_data_creator() (in module zoo.orca.learn.tf2.estimator) mask() (zoo.friesian.feature.table.FeatureTable method) mask_pad() (zoo.friesian.feature.table.FeatureTable method) median() (zoo.friesian.feature.table.Table method) merge_cols() (zoo.friesian.feature.table.Table method) module zoo.chronos.model.forecast.lstm_forecaster zoo.chronos.model.forecast.mtnet_forecaster zoo.chronos.model.forecast.seq2seq_forecaster zoo.chronos.model.forecast.tcmf_forecaster zoo.chronos.model.forecast.tcn_forecaster zoo.chronos.model.forecast.tfpark_forecaster zoo.friesian.feature.table zoo.orca.automl.auto_estimator zoo.orca.learn.bigdl.estimator zoo.orca.learn.openvino.estimator zoo.orca.learn.pytorch.estimator zoo.orca.learn.tf.estimator zoo.orca.learn.tf2.estimator

MTNetForecaster (class in zoo.chronos.model.forecast.mtnet_forecaster)

N

normalize() (zoo.friesian.feature.table.FeatureTable method)

O

OpenvinoEstimator (class in zoo.orca.learn.openvino.estimator)

P

pad() (zoo.friesian.feature.table.FeatureTable method) predict() (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcmf_forecaster.TCMFForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method) (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchRayEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) (zoo.orca.learn.tf2.estimator.TensorFlow2Estimator method)

predict_with_onnx() (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method) preprocess_input() (zoo.chronos.model.forecast.mtnet_forecaster.MTNetForecaster method) process_spark_xshards() (in module zoo.orca.learn.tf2.estimator) PyTorchRayEstimator (class in zoo.orca.learn.pytorch.estimator) PyTorchSparkEstimator (class in zoo.orca.learn.pytorch.estimator)

R

read_json() (zoo.friesian.feature.table.FeatureTable class method) read_parquet() (zoo.friesian.feature.table.FeatureTable class method) (zoo.friesian.feature.table.StringIndex class method)

rename() (zoo.friesian.feature.table.Table method) restore() (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method)

S

save() (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcmf_forecaster.TCMFForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method) (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchRayEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) (zoo.orca.learn.tf2.estimator.TensorFlow2Estimator method) save_keras_model() (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) save_keras_weights() (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) save_tf_checkpoint() (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) select() (zoo.friesian.feature.table.Table method) Seq2SeqForecaster (class in zoo.chronos.model.forecast.seq2seq_forecaster)

set_constant_gradient_clipping() (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) set_l2_norm_gradient_clipping() (zoo.orca.learn.bigdl.estimator.BigDLEstimator method) (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) (zoo.orca.learn.pytorch.estimator.PyTorchSparkEstimator method) (zoo.orca.learn.tf.estimator.Estimator method) (zoo.orca.learn.tf.estimator.KerasEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) set_tensorboard() (zoo.orca.learn.openvino.estimator.OpenvinoEstimator method) show() (zoo.friesian.feature.table.Table method) shutdown() (zoo.orca.learn.pytorch.estimator.PyTorchRayEstimator method) (zoo.orca.learn.tf.estimator.TensorFlowEstimator method) (zoo.orca.learn.tf2.estimator.TensorFlow2Estimator method) size() (zoo.friesian.feature.table.Table method) StringIndex (class in zoo.friesian.feature.table)

T

Table (class in zoo.friesian.feature.table) TCMFForecaster (class in zoo.chronos.model.forecast.tcmf_forecaster) TCNForecaster (class in zoo.chronos.model.forecast.tcn_forecaster) TensorFlow2Estimator (class in zoo.orca.learn.tf2.estimator)

TensorFlowEstimator (class in zoo.orca.learn.tf.estimator) TFParkForecaster (class in zoo.chronos.model.forecast.tfpark_forecaster) to_dataset() (in module zoo.orca.learn.tf.estimator) to_spark_df() (zoo.friesian.feature.table.Table method) transform_python_udf() (zoo.friesian.feature.table.FeatureTable method)

W

write_parquet() (zoo.friesian.feature.table.StringIndex method) (zoo.friesian.feature.table.Table method)

Z

zoo.chronos.model.forecast.lstm_forecaster module zoo.chronos.model.forecast.mtnet_forecaster module zoo.chronos.model.forecast.seq2seq_forecaster module zoo.chronos.model.forecast.tcmf_forecaster module zoo.chronos.model.forecast.tcn_forecaster module zoo.chronos.model.forecast.tfpark_forecaster module zoo.friesian.feature.table module

zoo.orca.automl.auto_estimator module zoo.orca.learn.bigdl.estimator module zoo.orca.learn.openvino.estimator module zoo.orca.learn.pytorch.estimator module zoo.orca.learn.tf.estimator module zoo.orca.learn.tf2.estimator module