Index

A

add() (zoo.friesian.feature.table.Table method) add_hist_seq() (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) add_value_features() (zoo.friesian.feature.table.FeatureTable method) AEDetector (class in zoo.chronos.model.anomaly.ae_detector) anomaly_indexes() (zoo.chronos.model.anomaly.ae_detector.AEDetector method) (zoo.chronos.model.anomaly.dbscan_detector.DBScanDetector method) (zoo.chronos.model.anomaly.th_detector.ThresholdDetector method)

append_column() (zoo.friesian.feature.table.Table method) apply() (zoo.friesian.feature.table.FeatureTable method) ARIMAForecaster (class in zoo.chronos.model.forecast.arima_forecaster) AutoARIMA (class in zoo.chronos.autots.model.auto_arima) AutoEstimator (class in zoo.orca.automl.auto_estimator) AutoLSTM (class in zoo.chronos.autots.model.auto_lstm) AutoProphet (class in zoo.chronos.autots.model.auto_prophet) AutoTCN (class in zoo.chronos.autots.model.auto_tcn) AutoTSEstimator (class in zoo.chronos.autots.experimental.autotsestimator) AutoTSTrainer (class in zoo.chronos.autots.forecast)

B

BayesRecipe (class in zoo.chronos.config.recipe)

BigDLEstimator (class in zoo.orca.learn.bigdl.estimator) broadcast() (zoo.friesian.feature.table.Table method)

C

cast() (zoo.friesian.feature.table.Table method) category_encode() (zoo.friesian.feature.table.FeatureTable method) choice() (in module zoo.orca.automl.hp) choice_n() (in module zoo.orca.automl.hp) 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) columns (zoo.friesian.feature.table.Table property) compute() (zoo.friesian.feature.table.Table method) cross_columns() (zoo.friesian.feature.table.FeatureTable method) cross_hash_encode() (zoo.friesian.feature.table.FeatureTable method)

D

data_length() (in module zoo.orca.learn.tf2.estimator) DBScanDetector (class in zoo.chronos.model.anomaly.dbscan_detector) deduplicate() (zoo.chronos.data.tsdataset.TSDataset method)

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.autots.experimental.tspipeline.TSPipeline method) (zoo.chronos.autots.forecast.TSPipeline method) (zoo.chronos.model.forecast.arima_forecaster.ARIMAForecaster method) (zoo.chronos.model.forecast.prophet_forecaster.ProphetForecaster method) (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) filter_by_frequency() (zoo.friesian.feature.table.FeatureTable method) fit() (zoo.chronos.autots.experimental.autotsestimator.AutoTSEstimator method) (zoo.chronos.autots.experimental.tspipeline.TSPipeline method) (zoo.chronos.autots.forecast.AutoTSTrainer method) (zoo.chronos.autots.forecast.TSPipeline method) (zoo.chronos.autots.model.auto_arima.AutoARIMA method) (zoo.chronos.autots.model.auto_lstm.AutoLSTM method) (zoo.chronos.autots.model.auto_prophet.AutoProphet method) (zoo.chronos.autots.model.auto_tcn.AutoTCN method) (zoo.chronos.model.anomaly.ae_detector.AEDetector method) (zoo.chronos.model.anomaly.dbscan_detector.DBScanDetector method) (zoo.chronos.model.anomaly.th_detector.ThresholdDetector method) (zoo.chronos.model.forecast.arima_forecaster.ARIMAForecaster method) (zoo.chronos.model.forecast.prophet_forecaster.ProphetForecaster method) (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_pandas() (zoo.chronos.data.tsdataset.TSDataset static method) from_torch() (zoo.orca.automl.auto_estimator.AutoEstimator static method) (zoo.orca.learn.pytorch.estimator.Estimator static method)

G

gen_dt_feature() (zoo.chronos.data.tsdataset.TSDataset method) gen_global_feature() (zoo.chronos.data.tsdataset.TSDataset method) gen_rolling_feature() (zoo.chronos.data.tsdataset.TSDataset method) gen_string_idx() (zoo.friesian.feature.table.FeatureTable method) get_best_config() (zoo.chronos.autots.experimental.autotsestimator.AutoTSEstimator method) (zoo.chronos.autots.model.auto_lstm.AutoLSTM method) (zoo.chronos.autots.model.auto_tcn.AutoTCN method) (zoo.orca.automl.auto_estimator.AutoEstimator method) get_best_model() (zoo.chronos.autots.model.auto_arima.AutoARIMA method) (zoo.chronos.autots.model.auto_lstm.AutoLSTM method) (zoo.chronos.autots.model.auto_prophet.AutoProphet method) (zoo.chronos.autots.model.auto_tcn.AutoTCN method) (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_past_seq_config() (zoo.chronos.config.recipe.PastSeqParamHandler static method) get_stats() (zoo.friesian.feature.table.Table 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) grid_search() (in module zoo.orca.automl.hp) GridRandomRecipe (class in zoo.chronos.config.recipe) group_by() (zoo.friesian.feature.table.FeatureTable method)

H

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

I

impute() (zoo.chronos.data.tsdataset.TSDataset method)

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.autots.experimental.tspipeline.TSPipeline static method) (zoo.chronos.autots.forecast.TSPipeline static method) (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) loguniform() (in module zoo.orca.automl.hp) LSTMForecaster (class in zoo.chronos.model.forecast.lstm_forecaster) LSTMGridRandomRecipe (class in zoo.chronos.config.recipe) LSTMSeq2SeqRandomRecipe (class in zoo.chronos.config.recipe)

M

make_data_creator() (in module zoo.orca.learn.tf2.estimator) mask() (zoo.friesian.feature.table.FeatureTable method) max() (zoo.friesian.feature.table.Table method) median() (zoo.friesian.feature.table.Table method) merge_cols() (zoo.friesian.feature.table.Table method) min() (zoo.friesian.feature.table.Table method) min_max_scale() (zoo.friesian.feature.table.FeatureTable method) module zoo.chronos.autots.experimental.autotsestimator zoo.chronos.autots.experimental.tspipeline zoo.chronos.autots.model.auto_arima zoo.chronos.autots.model.auto_lstm zoo.chronos.autots.model.auto_prophet zoo.chronos.autots.model.auto_tcn zoo.chronos.config.recipe zoo.chronos.data.tsdataset zoo.chronos.model.anomaly.ae_detector zoo.chronos.model.anomaly.dbscan_detector zoo.chronos.model.anomaly.th_detector zoo.chronos.model.forecast.arima_forecaster zoo.chronos.model.forecast.lstm_forecaster zoo.chronos.model.forecast.mtnet_forecaster zoo.chronos.model.forecast.prophet_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.automl.hp 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) MTNetGridRandomRecipe (class in zoo.chronos.config.recipe) MTNetSmokeRecipe (class in zoo.chronos.config.recipe)

O

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

OpenvinoEstimator (class in zoo.orca.learn.openvino.estimator) ordinal_shuffle_partition() (zoo.friesian.feature.table.Table method)

P

pad() (zoo.friesian.feature.table.FeatureTable method) PastSeqParamHandler (class in zoo.chronos.config.recipe) predict() (zoo.chronos.autots.experimental.tspipeline.TSPipeline method) (zoo.chronos.autots.forecast.TSPipeline method) (zoo.chronos.model.forecast.arima_forecaster.ARIMAForecaster method) (zoo.chronos.model.forecast.prophet_forecaster.ProphetForecaster method) (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) ProphetForecaster (class in zoo.chronos.model.forecast.prophet_forecaster) PyTorchRayEstimator (class in zoo.orca.learn.pytorch.estimator) PyTorchSparkEstimator (class in zoo.orca.learn.pytorch.estimator)

Q

qloguniform() (in module zoo.orca.automl.hp) qrandint() (in module zoo.orca.automl.hp)

qrandn() (in module zoo.orca.automl.hp) quniform() (in module zoo.orca.automl.hp)

R

randint() (in module zoo.orca.automl.hp) randn() (in module zoo.orca.automl.hp) RandomRecipe (class in zoo.chronos.config.recipe) read_csv() (zoo.friesian.feature.table.FeatureTable class method) 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) resample() (zoo.chronos.data.tsdataset.TSDataset method) restore() (zoo.chronos.model.forecast.arima_forecaster.ARIMAForecaster method) (zoo.chronos.model.forecast.prophet_forecaster.ProphetForecaster method) (zoo.chronos.model.forecast.seq2seq_forecaster.Seq2SeqForecaster method) (zoo.chronos.model.forecast.tcn_forecaster.TCNForecaster method) roll() (zoo.chronos.data.tsdataset.TSDataset method)

S

sample() (zoo.friesian.feature.table.Table method) sample_from() (in module zoo.orca.automl.hp) save() (zoo.chronos.autots.experimental.tspipeline.TSPipeline method) (zoo.chronos.autots.forecast.TSPipeline method) (zoo.chronos.model.forecast.arima_forecaster.ARIMAForecaster method) (zoo.chronos.model.forecast.prophet_forecaster.ProphetForecaster method) (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) scale() (zoo.chronos.data.tsdataset.TSDataset method) score() (zoo.chronos.model.anomaly.ae_detector.AEDetector method) (zoo.chronos.model.anomaly.dbscan_detector.DBScanDetector method) (zoo.chronos.model.anomaly.th_detector.ThresholdDetector method)

select() (zoo.friesian.feature.table.Table method) Seq2SeqForecaster (class in zoo.chronos.model.forecast.seq2seq_forecaster) Seq2SeqRandomRecipe (class in zoo.chronos.config.recipe) 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_params() (zoo.chronos.model.anomaly.th_detector.ThresholdDetector 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) SmokeRecipe (class in zoo.chronos.config.recipe) split() (zoo.friesian.feature.table.FeatureTable 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) TCNGridRandomRecipe (class in zoo.chronos.config.recipe) TCNSmokeRecipe (class in zoo.chronos.config.recipe) 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) ThresholdDetector (class in zoo.chronos.model.anomaly.th_detector)

to_dataset() (in module zoo.orca.learn.tf.estimator) to_dict() (zoo.friesian.feature.table.StringIndex method) (zoo.friesian.feature.table.Table method) to_list() (zoo.friesian.feature.table.Table method) to_numpy() (zoo.chronos.data.tsdataset.TSDataset method) to_pandas() (zoo.chronos.data.tsdataset.TSDataset method) to_spark_df() (zoo.friesian.feature.table.Table method) TSDataset (class in zoo.chronos.data.tsdataset) TSPipeline (class in zoo.chronos.autots.experimental.tspipeline) (class in zoo.chronos.autots.forecast)

U

uniform() (in module zoo.orca.automl.hp)

unscale() (zoo.chronos.data.tsdataset.TSDataset method) unscale_numpy() (zoo.chronos.data.tsdataset.TSDataset method)

W

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

X

XgbRegressorGridRandomRecipe (class in zoo.chronos.config.recipe)

XgbRegressorSkOptRecipe (class in zoo.chronos.config.recipe)

Z

zoo.chronos.autots.experimental.autotsestimator module zoo.chronos.autots.experimental.tspipeline module zoo.chronos.autots.model.auto_arima module zoo.chronos.autots.model.auto_lstm module zoo.chronos.autots.model.auto_prophet module zoo.chronos.autots.model.auto_tcn module zoo.chronos.config.recipe module zoo.chronos.data.tsdataset module zoo.chronos.model.anomaly.ae_detector module zoo.chronos.model.anomaly.dbscan_detector module zoo.chronos.model.anomaly.th_detector module zoo.chronos.model.forecast.arima_forecaster module zoo.chronos.model.forecast.lstm_forecaster module zoo.chronos.model.forecast.mtnet_forecaster module

zoo.chronos.model.forecast.prophet_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.automl.hp 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