Index

A

ABS (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) ACCURACY (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) ACCURACY_AND_DISPARATE_IMPACT_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) ACCURACY_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) add_package_extension() (client.SwSpec method) ARIMA (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_DMLR (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_PALR (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_RAR (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_RSAR (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute)

ASCENDING (ibm_watson_machine_learning.utils.autoai.enums.Directions attribute) Assets (class in client) AssetsMetaNames (class in metanames) AutoAI (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.ClassificationAlgorithms (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.DataConnectionTypes (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.ForecastingAlgorithms (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.Metrics (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.PipelineTypes (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.PredictionType (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.RegressionAlgorithms (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.SamplingTypes (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.Transformers (class in ibm_watson_machine_learning.experiment.autoai.autoai) AutoAI.TShirtSize (class in ibm_watson_machine_learning.experiment.autoai.autoai) AVERAGE_PRECISION (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) AVERAGE_PRECISION_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute)

B

BALANCED_ACCURACY (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) Batch (class in ibm_watson_machine_learning.deployment) BATS (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute)

Bats (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) BEST_OF_DEFAULT_IMPUTERS (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) BINARY (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watson_machine_learning.utils.autoai.enums.PredictionType attribute)

C

CA (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.DataConnectionTypes attribute) cancel() (client.Export method) (client.Import method) (client.Training method) (party_wrapper.Party method) CBRT (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) CLASSIFICATION (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watson_machine_learning.utils.autoai.enums.PredictionType attribute) ClassificationAlgorithms (class in ibm_watson_machine_learning.utils.autoai.enums) ClassificationAlgorithmsCP4D (class in ibm_watson_machine_learning.utils.autoai.enums) CloudAssetLocation (class in ibm_watson_machine_learning.helpers.connections.connections) CN (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.DataConnectionTypes attribute) COMPLETED (ibm_watson_machine_learning.utils.autoai.enums.RunStateTypes attribute) ConfigurationMetaNames (client.Assets attribute) (client.Connections attribute) (client.HwSpec attribute) (client.ModelDefinition attribute) (client.PkgExtn attribute) (client.PlatformSpaces attribute) (client.Script attribute) (client.Shiny attribute) (client.SwSpec attribute)

ConnectionMetaNames (class in metanames) Connections (class in client) COS (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) create() (client.Assets method) (client.Connections method) (client.Deployments method) (ibm_watson_machine_learning.deployment.Batch method) (ibm_watson_machine_learning.deployment.WebService method) create_experiment_revision() (client.Repository method) create_function_revision() (client.Repository method) create_job() (client.Deployments method) create_member() (client.PlatformSpaces method) (client.Repository method) create_model_revision() (client.Repository method) create_party() (remote_training_system.RemoteTrainingSystem method) create_pipeline_revision() (client.Repository method) create_revision() (client.ModelDefinition method) (client.Repository method) (client.Script method) (client.Shiny method) (remote_training_system.RemoteTrainingSystem method) CUBE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) CUBIC (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute)

D

DataConnection (class in ibm_watson_machine_learning.helpers.connections.connections) DataConnectionTypes (class in ibm_watson_machine_learning.utils.autoai.enums) DecisionOptimizationMetaNames (class in metanames) default_project() (client.Set method) default_space() (client.Set method) delete() (client.Assets method) (client.Connections method) (client.Deployments method) (client.Export method) (client.Import method) (client.ModelDefinition method) (client.PkgExtn method) (client.PlatformSpaces method) (client.Repository method) (client.Script method) (client.Shiny method) (client.SwSpec method) (ibm_watson_machine_learning.deployment.Batch method) (ibm_watson_machine_learning.deployment.WebService method) (remote_training_system.RemoteTrainingSystem method) delete_job() (client.Deployments method) delete_member() (client.PlatformSpaces method) delete_package_extension() (client.SwSpec method) DeploymentNewMetaNames (class in metanames)

DeploymentOutputAssetLocation (class in ibm_watson_machine_learning.helpers.connections.connections) Deployments (class in client) DESCENDING (ibm_watson_machine_learning.utils.autoai.enums.Directions attribute) DIFF (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) DifferenceFlattenEnsembler (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) Directions (class in ibm_watson_machine_learning.utils.autoai.enums) DIVIDE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) download() (client.Assets method) (client.Deployments method) (client.ModelDefinition method) (client.PkgExtn method) (client.Repository method) (client.Script method) (client.Shiny method) DS (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.DataConnectionTypes attribute) DT (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute)

E

ENSEMBLER (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) EX_TREES (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) ExogenousDifferenceFlattenEnsembler (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute)

ExogenousFlattenEnsembler (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousLocalizedFlattenEnsembler (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousMT2RForecaster (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousRandomForestRegressor (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousSVM (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) ExperimentMetaNames (class in metanames) EXPLAINED_VARIANCE (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) EXPLAINED_VARIANCE_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) Export (class in client)

F

F1 (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) F1_MACRO (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) F1_MICRO (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) F1_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) F1_SCORE_MACRO (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) F1_SCORE_MICRO (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) F1_SCORE_WEIGHTED (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) F1_WEIGHTED (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) Factsheets (class in client)

FactsheetsMetaNames (class in metanames) FAILED (ibm_watson_machine_learning.utils.autoai.enums.RunStateTypes attribute) FEATUREAGGLOMERATION (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) FIRST_VALUES (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.SamplingTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.SamplingTypes attribute) FLATTEN_ITERATIVE (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) FlattenEnsembler (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) FORECASTING (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watson_machine_learning.utils.autoai.enums.PredictionType attribute) Forecasting (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionAlgorithms attribute) ForecastingAlgorithms (class in ibm_watson_machine_learning.utils.autoai.enums) ForecastingAlgorithmsCP4D (class in ibm_watson_machine_learning.utils.autoai.enums) ForecastingPipelineTypes (class in ibm_watson_machine_learning.utils.autoai.enums) from_studio() (ibm_watson_machine_learning.helpers.connections.connections.DataConnection class method) FS (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.DataConnectionTypes attribute) FunctionMetaNames (class in metanames)

G

GB (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) get() (ibm_watson_machine_learning.deployment.Batch method) (ibm_watson_machine_learning.deployment.WebService method) get_api_key() (client.ServiceInstanceNewPlan method) get_content() (client.Assets method) get_credentials_from_config (class in ibm_watson_machine_learning.helpers.helpers) get_datasource_type_uid_by_name() (client.Connections method) get_details() (client.Assets method) (client.Connections method) (client.Deployments method) (client.Export method) (client.HwSpec method) (client.Import method) (client.ModelDefinition method) (client.PkgExtn method) (client.PlatformSpaces method) (client.Repository method) (client.Script method) (client.ServiceInstanceNewPlan method) (client.Shiny method) (client.SwSpec method) (client.Training method) (remote_training_system.RemoteTrainingSystem method) get_download_url() (client.Deployments method) get_exogenous() (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes static method) get_experiment_details() (client.Repository method) get_experiment_href() (client.Repository static method) get_experiment_id() (client.Repository static method) get_experiment_revision_details() (client.Repository method) get_experiment_uid() (client.Repository static method) get_exported_content() (client.Export method) get_function_details() (client.Repository method) get_function_href() (client.Repository static method) get_function_id() (client.Repository static method) get_function_revision_details() (client.Repository method) get_function_uid() (client.Repository static method) get_href() (client.Assets static method) (client.Deployments static method) (client.HwSpec static method) (client.ModelDefinition method) (client.PkgExtn static method) (client.Script static method) (client.Shiny static method) (client.SwSpec static method) (client.Training static method) get_id() (client.Assets static method) (client.Deployments static method) (client.Export static method) (client.HwSpec static method) (client.Import static method) (client.ModelDefinition method) (client.PkgExtn static method) (client.PlatformSpaces static method) (client.Script static method) (client.Shiny static method) (client.SwSpec static method) (client.Training static method) (remote_training_system.RemoteTrainingSystem static method)

get_id_by_name() (client.HwSpec method) (client.PkgExtn method) (client.SwSpec method) get_instance_id() (client.ServiceInstanceNewPlan method) get_job_details() (client.Deployments method) get_job_href() (client.Deployments method) get_job_id() (ibm_watson_machine_learning.deployment.Batch method) get_job_params() (ibm_watson_machine_learning.deployment.Batch method) get_job_result() (ibm_watson_machine_learning.deployment.Batch method) get_job_status() (client.Deployments method) (ibm_watson_machine_learning.deployment.Batch method) get_job_uid() (client.Deployments method) get_location() (ibm_watson_machine_learning.helpers.connections.connections.S3Location method) get_member_details() (client.PlatformSpaces method) get_member_href() (client.Repository static method) get_member_uid() (client.Repository static method) get_members_details() (client.Repository method) get_metrics() (client.Training method) get_model_details() (client.Repository method) get_model_href() (client.Repository static method) get_model_id() (client.Repository static method) get_model_revision_details() (client.Repository method) get_model_uid() (client.Repository static method) get_non_exogenous() (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes static method) get_params() (ibm_watson_machine_learning.deployment.Batch method) (ibm_watson_machine_learning.deployment.WebService method) get_password() (client.ServiceInstanceNewPlan method) get_pipeline_details() (client.Repository method) get_pipeline_href() (client.Repository static method) get_pipeline_id() (client.Repository static method) get_pipeline_revision_details() (client.Repository method) get_pipeline_uid() (client.Repository static method) get_revision_details() (client.ModelDefinition method) (client.Script method) (client.Shiny method) (remote_training_system.RemoteTrainingSystem method) get_round() (party_wrapper.Party method) get_scoring_href() (client.Deployments static method) get_serving_href() (client.Deployments static method) get_space_details() (client.Repository method) get_space_href() (client.Repository static method) get_space_uid() (client.Repository static method) get_status() (client.Training method) get_uid() (client.Assets static method) (client.Connections static method) (client.Deployments static method) (client.HwSpec static method) (client.ModelDefinition method) (client.PkgExtn static method) (client.PlatformSpaces static method) (client.Script static method) (client.Shiny static method) (client.SwSpec static method) (client.Training static method) get_uid_by_name() (client.HwSpec method) (client.PkgExtn method) (client.SwSpec method) get_url() (client.ServiceInstanceNewPlan method) get_username() (client.ServiceInstanceNewPlan method)

H

HoltWinterAdditive (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) HoltWinterMultiplicative (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) HW (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute)

HwSpec (class in client) HwSpecMetaNames (class in metanames)

I

ibm_watson_machine_learning.utils.autoai.enums module Import (class in client) ImputationStrategy (class in ibm_watson_machine_learning.utils.autoai.enums)

INPLACE (ibm_watson_machine_learning.utils.autoai.enums.VisualizationTypes attribute) is_running() (party_wrapper.Party method) is_serving_name_available() (client.Deployments method) ISOFORESTANOMALY (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute)

L

L (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.TShirtSize attribute) (ibm_watson_machine_learning.utils.autoai.enums.TShirtSize attribute) LALE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PipelineTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.PipelineTypes attribute) LAST_VALUES (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.SamplingTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.SamplingTypes attribute) LGBM (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) LINEAR (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) list() (client.Assets method) (client.Connections method) (client.Deployments method) (client.Export method) (client.HwSpec method) (client.Import method) (client.ModelDefinition method) (client.PkgExtn method) (client.PlatformSpaces method) (client.Repository method) (client.Script method) (client.Shiny method) (client.SwSpec method) (client.Training method) (ibm_watson_machine_learning.deployment.Batch method) (ibm_watson_machine_learning.deployment.WebService method) (remote_training_system.RemoteTrainingSystem method) list_datasource_types() (client.Connections method) list_experiments() (client.Repository method) list_experiments_revisions() (client.Repository method)

list_functions() (client.Repository method) list_functions_revisions() (client.Repository method) list_intermediate_models() (client.Training method) list_jobs() (client.Deployments method) (ibm_watson_machine_learning.deployment.Batch method) list_members() (client.PlatformSpaces method) (client.Repository method) list_model_entries() (client.Factsheets method) list_models() (client.Repository method) list_models_revisions() (client.Repository method) list_pipelines() (client.Repository method) list_pipelines_revisions() (client.Repository method) list_revisions() (client.ModelDefinition method) (client.Script method) (client.Shiny method) (remote_training_system.RemoteTrainingSystem method) list_spaces() (client.Repository method) list_subtrainings() (client.Training method) list_uploaded_db_drivers() (client.Connections method) load() (client.Repository method) LocalizedFlattenEnsembler (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) LOG (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) LOG_LOSS (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) LR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute)

M

M (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.TShirtSize attribute) (ibm_watson_machine_learning.utils.autoai.enums.TShirtSize attribute) MAX (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) MEAN (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) MEAN_ABSOLUTE_ERROR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) MEAN_SQUARED_ERROR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) MEAN_SQUARED_LOG_ERROR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) MEDIAN (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) MEDIAN_ABSOLUTE_ERROR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) MemberMetaNames (client.PlatformSpaces attribute) Metrics (class in ibm_watson_machine_learning.utils.autoai.enums) MetricsToDirections (class in ibm_watson_machine_learning.utils.autoai.enums)

MINMAXSCALER (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) ML (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.TShirtSize attribute) (ibm_watson_machine_learning.utils.autoai.enums.TShirtSize attribute) ModelDefinition (class in client) ModelDefinitionMetaNames (class in metanames) ModelMetaNames (class in metanames) module ibm_watson_machine_learning.utils.autoai.enums monitor_logs() (client.Training method) (party_wrapper.Party method) monitor_metrics() (client.Training method) (party_wrapper.Party method) MOST_FREQUENT (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) MT2RForecaster (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) MULTICLASS (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watson_machine_learning.utils.autoai.enums.PredictionType attribute)

N

NEG_LOG_LOSS (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) NEG_MEAN_ABSOLUTE_ERROR (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) NEG_MEAN_SQUARED_ERROR (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) NEG_MEAN_SQUARED_LOG_ERROR (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) NEG_MEDIAN_ABSOLUTE_ERROR (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) NEG_ROOT_MEAN_SQUARED_ERROR (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute)

NEG_ROOT_MEAN_SQUARED_LOG_ERROR (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) NEXT (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) NO_IMPUTATION (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) NORMALIZED_GINI_COEFFICIENT (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) NXOR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute)

O

optimizer() (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI method)

P

Party (class in party_wrapper) PCA (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) PDF (ibm_watson_machine_learning.utils.autoai.enums.VisualizationTypes attribute) PipelineMetanames (class in metanames) PipelineTypes (class in ibm_watson_machine_learning.utils.autoai.enums) PkgExtn (class in client) PkgExtnMetaNames (class in metanames) PlatformSpaces (class in client) PointwiseBoundedBATS (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) PointwiseBoundedBATSForceUpdate (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) PointwiseBoundedHoltWintersAdditive (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) PositiveLabelClass (class in ibm_watson_machine_learning.utils.autoai.enums) PRECISION (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) PRECISION_MACRO (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) PRECISION_MICRO (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) PRECISION_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute)

PRECISION_SCORE_MACRO (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) PRECISION_SCORE_MICRO (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) PRECISION_SCORE_WEIGHTED (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) PRECISION_WEIGHTED (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) PredictionType (class in ibm_watson_machine_learning.utils.autoai.enums) PREVIOUS (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute) PRODUCT (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) promote() (client.PlatformSpaces method) promote_model() (client.Repository method)

R

R2 (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) R2_AND_DISPARATE_IMPACT_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) R2_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) RANDOM (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.SamplingTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.SamplingTypes attribute) RandomForestRegressor (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) read() (ibm_watson_machine_learning.helpers.connections.connections.DataConnection method) RECALL (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) RECALL_MACRO (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) RECALL_MICRO (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) RECALL_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) RECALL_SCORE_MACRO (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) RECALL_SCORE_MICRO (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) RECALL_SCORE_WEIGHTED (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.PositiveLabelClass attribute) RECALL_WEIGHTED (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) register_model_entry() (client.Factsheets method) REGRESSION (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watson_machine_learning.utils.autoai.enums.PredictionType attribute) RegressionAlgorithms (class in ibm_watson_machine_learning.utils.autoai.enums) RegressionAlgorithmsCP4D (class in ibm_watson_machine_learning.utils.autoai.enums)

Relationship (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionAlgorithms attribute) RemoteTrainingSystem (class in remote_training_system) Repository (class in client) rerun_job() (ibm_watson_machine_learning.deployment.Batch method) RF (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) RIDGE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) ROC_AUC (ibm_watson_machine_learning.utils.autoai.enums.MetricsToDirections attribute) ROC_AUC_SCORE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) ROOT_MEAN_SQUARED_ERROR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) ROOT_MEAN_SQUARED_LOG_ERROR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watson_machine_learning.utils.autoai.enums.Metrics attribute) ROUND (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) run() (client.Training method) (party_wrapper.Party method) run_job() (ibm_watson_machine_learning.deployment.Batch method) runs() (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI method) RunStateTypes (class in ibm_watson_machine_learning.utils.autoai.enums)

S

S (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.TShirtSize attribute) (ibm_watson_machine_learning.utils.autoai.enums.TShirtSize attribute) S3 (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.DataConnectionTypes attribute) S3Location (class in ibm_watson_machine_learning.helpers.connections.connections) SamplingTypes (class in ibm_watson_machine_learning.utils.autoai.enums) score() (client.Deployments method) (ibm_watson_machine_learning.deployment.Batch method) (ibm_watson_machine_learning.deployment.WebService method) ScoringMetaNames (class in metanames) Script (class in client) ScriptMetaNames (class in metanames) ServiceInstanceNewPlan (class in client) Set (class in client) set_client() (ibm_watson_machine_learning.helpers.connections.connections.DataConnection method) Shiny (class in client) SIGMOID (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) sign_db_driver_url() (client.Connections method) SIN (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) SKLEARN (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PipelineTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.PipelineTypes attribute) SnapBM (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) SnapDT (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) SnapLR (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) SnapRF (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute)

SnapSVM (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) SpacesPlatformMemberMetaNames (class in metanames) SpacesPlatformMetaNames (class in metanames) SQRT (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) SQUARE (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) start() (client.Export method) (client.Import method) STDSCALER (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) store() (client.Assets method) (client.ModelDefinition method) (client.PkgExtn method) (client.PlatformSpaces method) (client.Script method) (client.Shiny method) (client.SwSpec method) (remote_training_system.RemoteTrainingSystem method) store_experiment() (client.Repository method) store_function() (client.Repository method) store_model() (client.Repository method) store_pipeline() (client.Repository method) store_space() (client.Repository method) STRATIFIED (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.SamplingTypes attribute) (ibm_watson_machine_learning.utils.autoai.enums.SamplingTypes attribute) SUM (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) SVM (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.ForecastingPipelineTypes attribute) SwSpec (class in client) SwSpecMetaNames (class in metanames)

T

TAN (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watson_machine_learning.utils.autoai.enums.Transformers attribute) TIMESERIES_ANOMALY_PREDICTION (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watson_machine_learning.utils.autoai.enums.PredictionType attribute) TimeseriesAnomalyPredictionAlgorithms (class in ibm_watson_machine_learning.utils.autoai.enums)

TimeseriesAnomalyPredictionPipelineTypes (class in ibm_watson_machine_learning.utils.autoai.enums) Training (class in client) TrainingConfigurationMetaNames (class in metanames) Transformers (class in ibm_watson_machine_learning.utils.autoai.enums) TShirtSize (class in ibm_watson_machine_learning.utils.autoai.enums)

U

unregister_model_entry() (client.Factsheets method) update() (client.Deployments method) (client.ModelDefinition method) (client.PlatformSpaces method) (client.Script method) (client.Shiny method) (remote_training_system.RemoteTrainingSystem method)

update_experiment() (client.Repository method) update_function() (client.Repository method) update_member() (client.PlatformSpaces method) update_model() (client.Repository method) update_pipeline() (client.Repository method) update_space() (client.Repository method) upload_db_driver() (client.Connections method)

V

VALUE (ibm_watson_machine_learning.utils.autoai.enums.ImputationStrategy attribute)

VisualizationTypes (class in ibm_watson_machine_learning.utils.autoai.enums)

W

WebService (class in ibm_watson_machine_learning.deployment) Window (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionAlgorithms attribute) WindowLOF (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute)

WindowNN (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) WindowPCA (ibm_watson_machine_learning.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) write() (ibm_watson_machine_learning.helpers.connections.connections.DataConnection method)

X

XGB (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watson_machine_learning.utils.autoai.enums.RegressionAlgorithmsCP4D attribute)

XL (ibm_watson_machine_learning.experiment.autoai.autoai.AutoAI.TShirtSize attribute) (ibm_watson_machine_learning.utils.autoai.enums.TShirtSize attribute)