Index

A

ACTIVE (StatusStateType attribute) ADD (OperationTypes attribute) add() (DataMarts method) (DataSets method) (IntegratedSystems method) (MonitorDefinitions method) (ServiceProviders method) (Subscriptions method) add_instance_mapping() (WOS method) add_measurements() (MonitorInstances method) AggregationTypes (class in ibm_watson_openscale.supporting_classes.enums) AIMetrics (class in ibm_watson_openscale.supporting_classes.metrics.ai_metrics) AMAZON_SAGEMAKER (ServiceTypes attribute)

API_KEY (CustomCredentials.AuthTypeEnum attribute) APPLICATION_JSON (ContentTypes attribute) Asset (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) AssetDeploymentRequest (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) AssetDeploymentRequest.DeploymentTypeEnum (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) AssetPropertiesRequest (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) AssetTypes (class in ibm_watson_openscale.supporting_classes.enums) AUTO (SchemaUpdateModeTypes attribute) AVERAGE_ABS_ODDS_DIFFERENCE (FairnessMetrics attribute) AVERAGE_ODDS_DIFFERENCE (FairnessMetrics attribute) AVG (AggregationTypes attribute) AZURE_MACHINE_LEARNING (ServiceTypes attribute) AZURE_MACHINE_LEARNING_SERVICE (ServiceTypes attribute) AzureCredentials (class in ibm_watson_openscale.base_classes.watson_open_scale_v2)

B

BASIC (CustomCredentials.AuthTypeEnum attribute) BATCH (AssetDeploymentRequest.DeploymentTypeEnum attribute) BINARY_CLASSIFICATION (ProblemType attribute)

BKPI_MANAGER (TriggerTypes attribute) BUSINESS_APPLICATION (TargetTypes attribute) BUSINESS_PAYLOAD (DataSetTypes attribute)

C

cancel_risk_evaluation() (ModelRiskManagement method) CANCELED (StatusStateType attribute) CANCELLED (StatusStateType attribute) Choose (class in ibm_watson_openscale.supporting_classes.enums) CLOUD (CustomCredentials.AuthProviderEnum attribute) CLOUD_REMOTE (CP4DWMLLocation attribute) (WMLCredentialsCP4D.WmlLocationEnum attribute) COMPACT (FormatTypes attribute) COMPLETED (StatusStateType attribute) compute_metrics() (AIMetrics method) (LLMMetrics method) compute_metrics_as_job() (AIMetrics method) configuration_synchrozation_get() (Subscriptions method) ContentTypes (class in ibm_watson_openscale.supporting_classes.enums) CONTINUE (OnErrorTypes attribute) COPY (OperationTypes attribute) COS (TrainingDataReferenceType attribute)

COUNT (AggregationTypes attribute) CP4DWMLLocation (class in ibm_watson_openscale.supporting_classes.enums) CPD (CustomCredentials.AuthProviderEnum attribute) CPD_LOCAL (CP4DWMLLocation attribute) (WMLCredentialsCP4D.WmlLocationEnum attribute) CPD_REMOTE (CP4DWMLLocation attribute) (WMLCredentialsCP4D.WmlLocationEnum attribute) create() (MonitorInstances method) create_feedback_table() (Subscriptions method) create_subscription() (Subscriptions method) create_subscription_using_training_data() (Subscriptions method) CSV (FeedbackType attribute) CUSTOM (DataSetTypes attribute) CUSTOM_MACHINE_LEARNING (ServiceTypes attribute) CustomCredentials (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) CustomCredentials.AuthProviderEnum (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) CustomCredentials.AuthTypeEnum (class in ibm_watson_openscale.base_classes.watson_open_scale_v2)

D

DATA_MART (TargetTypes attribute) DatabaseConfiguration (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) DatabaseConfiguration.DatabaseTypeEnum (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) DatabaseType (class in ibm_watson_openscale.supporting_classes.enums) DataMarts (class in ibm_watson_openscale.data_marts) DataSets (class in ibm_watson_openscale.data_sets) DataSetTypes (class in ibm_watson_openscale.supporting_classes.enums) DAY (IntervalTypes attribute) (ScheduleRepeatTypes attribute) DB2 (DatabaseConfiguration.DatabaseTypeEnum attribute) (DatabaseType attribute) (TrainingDataReferenceType attribute) DECREASING (ExpectedDirectionTypes attribute) delete() (DataMarts method) (DataSets method) (IntegratedSystems method) (MonitorDefinitions method) (MonitorInstances method) (ServiceProviders method) (Subscriptions method)

DeploymentTypes (class in ibm_watson_openscale.supporting_classes.enums) DETACHED (AssetDeploymentRequest.DeploymentTypeEnum attribute) DICT (FeedbackType attribute) (RecordsFormatTypes attribute) DISPARATE_IMPACT (FairnessMetrics attribute) display_result() (LLMMetrics method) download_drift_model() (MonitorInstances method) download_drift_model_metadata() (MonitorInstances method) download_drift_v2_archive() (MonitorInstances method)

E

EMAIL (NotificationServiceTypes attribute) enable_monitor_using_training_data() (MonitorInstances method) enable_monitors() (MonitorInstances method) ERROR (StatusStateType attribute) ERROR_RATE_DIFFERENCE (FairnessMetrics attribute)

evaluate_risk() (ModelRiskManagement method) EVENT (TriggerTypes attribute) execute_prompt_setup() (ModelRiskManagement method) (WOS method) ExpectedDirectionTypes (class in ibm_watson_openscale.supporting_classes.enums) explanation_tasks() (MonitorInstances method)

F

FAILED (StatusStateType attribute) FAILURE (StatusStateType attribute) FairnessMetrics (class in ibm_watson_openscale.supporting_classes.enums) FALSE_DISCOVERY_RATE_DIFFERENCE (FairnessMetrics attribute) FALSE_NEGATIVE_RATE_DIFFERENCE (FairnessMetrics attribute) FALSE_OMISSION_RATE_DIFFERENCE (FairnessMetrics attribute) FALSE_POSITIVE_RATE_DIFFERENCE (FairnessMetrics attribute) FEEDBACK (DataSetTypes attribute)

FeedbackType (class in ibm_watson_openscale.supporting_classes.enums) FINISHED (StatusStateType attribute) FIRST (AggregationTypes attribute) (Choose attribute) fit_transformer() (AIMetrics method) fit_transformer_as_job() (AIMetrics method) FormatTypes (class in ibm_watson_openscale.supporting_classes.enums) FULL (FormatTypes attribute) FUNCTION (AssetTypes attribute)

G

get() (DataMarts method) (DataSets method) (IntegratedSystems method) (MonitorDefinitions method) (MonitorInstances method) (ServiceProviders method) (Subscriptions method) get_all_explaination_tasks() (MonitorInstances method) get_deployment_asset() (ServiceProviders method) get_drift_v2_archive_metadata() (MonitorInstances method) get_explainability_archive() (MonitorInstances method) get_explanation_tasks() (MonitorInstances method) get_instance_mapping() (WOS method) get_job_output() (AIMetrics method)

get_list_of_records() (DataSets method) get_measurement_details() (MonitorInstances method) get_metrics() (MonitorInstances method) get_metrics_count() (MonitorInstances method) get_metrics_result() (LLMMetrics method) get_notification_preferences() (ModelRiskManagement method) get_prompt_setup() (ModelRiskManagement method) (WOS method) get_records_count() (DataSets method) get_risk_evaluation() (ModelRiskManagement method) get_risk_evaluation_status() (ModelRiskManagement method) get_risk_evaluation_status_list() (ModelRiskManagement method) get_run_details() (MonitorInstances method) get_update_status() (DataSets method)

H

has_value() (FeedbackType class method) HOUR (IntervalTypes attribute) (ScheduleRepeatTypes attribute)

HTML (MessageFormatTypes attribute)

I

ibm_watson_openscale.client module ibm_watson_openscale.supporting_classes.enums module INCREASING (ExpectedDirectionTypes attribute)

InputDataType (class in ibm_watson_openscale.supporting_classes.enums) INSTANCE (TargetTypes attribute) IntegratedSystems (class in ibm_watson_openscale.integrated_systems) IntegratedSystemTypes (class in ibm_watson_openscale.supporting_classes.enums) IntervalTypes (class in ibm_watson_openscale.supporting_classes.enums)

J

JsonPatchOperation (class in ibm_watson_openscale.base_classes.watson_open_scale_v2)

L

LAST (AggregationTypes attribute) (Choose attribute) LIST (RecordsFormatTypes attribute) list() (DataMarts method) (DataSets method) (IntegratedSystems method) (MonitorDefinitions method) (MonitorInstances method) (ServiceProviders method) (Subscriptions method)

list_assets() (ServiceProviders method) LIST_OF_DICT (FeedbackType attribute) LIST_REF (NotificationServiceTypes attribute) list_runs() (MonitorInstances method) LLMMetrics (class in ibm_watson_openscale.supporting_classes.metrics.llm_metrics) LOWER_LIMIT (MetricThresholdTypes attribute)

M

MANUAL_LABELING (DataSetTypes attribute) MAX (AggregationTypes attribute) MessageFormatTypes (class in ibm_watson_openscale.supporting_classes.enums) MetricThreshold (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) MetricThresholdTypes (class in ibm_watson_openscale.supporting_classes.enums) MIN (AggregationTypes attribute) MINUTE (IntervalTypes attribute) (ScheduleRepeatTypes attribute) MODEL (AssetTypes attribute) ModelRiskManagement (class in ibm_watson_openscale.mrm) module ibm_watson_openscale.client ibm_watson_openscale.supporting_classes.enums MonitorDefinitions (class in ibm_watson_openscale.monitor_definitions) MonitorInstances (class in ibm_watson_openscale.monitor_instances) MONTH (IntervalTypes attribute) (ScheduleRepeatTypes attribute)

MOVE (OperationTypes attribute) mrm_download_pdf_report() (ModelRiskManagement method) mrm_download_report() (ModelRiskManagement method) mrm_get_all_sub_risk_evaluation_status() (ModelRiskManagement method) mrm_get_notification_preferences() (ModelRiskManagement method) mrm_get_prompt_setup() (ModelRiskManagement method) mrm_get_risk_evaluation() (ModelRiskManagement method) mrm_get_risk_evaluation_status() (ModelRiskManagement method) mrm_publish_metrics() (ModelRiskManagement method) mrm_put_risk_evaluation() (ModelRiskManagement method) mrm_risk_evaluations() (ModelRiskManagement method) mrm_start_prompt_setup() (ModelRiskManagement method) mrm_update_notification_preferences() (ModelRiskManagement method) mrm_update_risk_evaluation_status() (ModelRiskManagement method) MULTICLASS_CLASSIFICATION (ProblemType attribute)

N

new_instance() (WatsonOpenScaleV2Adapter class method) NONE (SchemaUpdateModeTypes attribute)

NotificationServiceTypes (class in ibm_watson_openscale.supporting_classes.enums) NUMBER (PayloadFieldTypes attribute)

O

OnErrorTypes (class in ibm_watson_openscale.supporting_classes.enums) ONLINE (AssetDeploymentRequest.DeploymentTypeEnum attribute) (DeploymentTypes attribute)

OPEN_PAGES (IntegratedSystemTypes attribute) OperationTypes (class in ibm_watson_openscale.supporting_classes.enums)

P

PANDAS (ResponseTypes attribute) patch() (DataMarts method) (MonitorDefinitions method) patch_records() (DataSets method) PAYLOAD (FeedbackType attribute) PAYLOAD_LOGGING (DataSetTypes attribute) PayloadFieldTypes (class in ibm_watson_openscale.supporting_classes.enums) PayloadRecord (class in ibm_watson_openscale.supporting_classes.payload_record) poll_subscription_status() (Subscriptions method)

POSTGRESQL (DatabaseConfiguration.DatabaseTypeEnum attribute) (DatabaseType attribute) PREPARING (StatusStateType attribute) PrimaryStorageCredentialsLong (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) print_records_schema() (DataSets method) ProblemType (class in ibm_watson_openscale.supporting_classes.enums) PROJECT (TargetTypes attribute) publish_metrics() (ModelRiskManagement method) PYTHON (ResponseTypes attribute)

R

RANDOM (Choose attribute) RecordsFormatTypes (class in ibm_watson_openscale.supporting_classes.enums) REGRESSION (ProblemType attribute) REMOVE (OperationTypes attribute)

REPLACE (OperationTypes attribute) ResponseTypes (class in ibm_watson_openscale.supporting_classes.enums) run() (MonitorInstances method) RUNNING (StatusStateType attribute)

S

SageMakerCredentials (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) SCHEDULER (TriggerTypes attribute) ScheduleRepeatTypes (class in ibm_watson_openscale.supporting_classes.enums) schemas() (Subscriptions method) SchemaUpdateModeTypes (class in ibm_watson_openscale.supporting_classes.enums) score() (Subscriptions method) ServiceProviders (class in ibm_watson_openscale.service_providers) ServiceTypes (class in ibm_watson_openscale.supporting_classes.enums) show() (DataMarts method) (DataSets method) (IntegratedSystems method) (MonitorDefinitions method) (MonitorInstances method) (ServiceProviders method) (Subscriptions method) show_metrics() (MonitorInstances method) show_records() (DataSets method) show_supported_explainers() (AIMetrics method)

show_supported_fairness_metrics() (AIMetrics method) show_supported_metrics() (LLMMetrics method) SLACK (IntegratedSystemTypes attribute) (NotificationServiceTypes attribute) SPACE (TargetTypes attribute) SPSS_COLLABORATION_AND_DEPLOYMENT_SERVICES (ServiceTypes attribute) SPSSCredentials (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) STATISTICAL_PARITY_DIFFERENCE (FairnessMetrics attribute) StatusStateType (class in ibm_watson_openscale.supporting_classes.enums) STDDEV (AggregationTypes attribute) STOP (OnErrorTypes attribute) store_records() (DataSets method) STRING (PayloadFieldTypes attribute) STRUCTURED (InputDataType attribute) SUBSCRIPTION (TargetTypes attribute) Subscriptions (class in ibm_watson_openscale.subscriptions) SUCCESS (StatusStateType attribute) SUM (AggregationTypes attribute)

T

tables() (Subscriptions method) Target (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) TargetTypes (class in ibm_watson_openscale.supporting_classes.enums) TEST (OperationTypes attribute) TEXT (MessageFormatTypes attribute)

TEXT_CSV (ContentTypes attribute) TrainingDataReferenceType (class in ibm_watson_openscale.supporting_classes.enums) transform_result() (AIMetrics method) trigger_configuration_synchrozation() (Subscriptions method) TriggerTypes (class in ibm_watson_openscale.supporting_classes.enums)

U

UNKNOWN (ExpectedDirectionTypes attribute) UNSTRUCTURED_AUDIO (InputDataType attribute) UNSTRUCTURED_IMAGE (InputDataType attribute) UNSTRUCTURED_TEXT (InputDataType attribute) UNSTRUCTURED_VIDEO (InputDataType attribute) update() (DataSets method) (IntegratedSystems method) (MonitorDefinitions method) (MonitorInstances method) (ServiceProviders method) (Subscriptions method)

update_notification_preferences() (ModelRiskManagement method) update_risk_evaluation_status() (ModelRiskManagement method) upload_drift_model() (MonitorInstances method) upload_drift_v2_archive() (MonitorInstances method) UPLOAD_ERROR (StatusStateType attribute) upload_explainability_archive() (MonitorInstances method) UPPER_LIMIT (MetricThresholdTypes attribute) USER (TriggerTypes attribute)

W

WATSON_DATA_CATALOG (IntegratedSystemTypes attribute) WATSON_MACHINE_LEARNING (ServiceTypes attribute) WatsonOpenScaleV2Adapter (class in ibm_watson_openscale.client) WEBHOOK (TriggerTypes attribute) WEEK (IntervalTypes attribute) (ScheduleRepeatTypes attribute)

WML (FeedbackType attribute) WMLCredentialsCloud (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) WMLCredentialsCP4D (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) WMLCredentialsCP4D.WmlLocationEnum (class in ibm_watson_openscale.base_classes.watson_open_scale_v2) WOS (class in ibm_watson_openscale.wos)

Y

YEAR (IntervalTypes attribute) (ScheduleRepeatTypes attribute)