Index A | B | C | D | E | F | G | H | I | J | L | M | N | O | P | Q | R | S | T | U | V | W | X | Z A ABS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) ACCURACY (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) ACCURACY_AND_DISPARATE_IMPACT_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) ACCURACY_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) achat() (ibm_watsonx_ai.foundation_models.inference.ModelInference method) aclose_persistent_connection() (ibm_watsonx_ai.foundation_models.inference.ModelInference method) add_documents() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore method) add_documents_async() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore method) add_package_extension() (client.SwSpec method) agenerate() (ibm_watsonx_ai.foundation_models.inference.ModelInference method) AIServiceMetaNames (class in metanames) ANSWER_CORRECTNESS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RAGMetrics attribute) (ibm_watsonx_ai.utils.autoai.enums.RAGMetrics attribute) ANY_VALID_USER (ibm_watsonx_ai.utils.enums.RShinyAuthenticationValues attribute) ANYONE_WITH_URL (ibm_watsonx_ai.utils.enums.RShinyAuthenticationValues attribute) APIClient (class in client) ARIMA (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_DMLR (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_PALR (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_RAR (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ARIMAX_RSAR (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) as_langchain_retriever() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore method) ASCENDING (ibm_watsonx_ai.utils.autoai.enums.Directions attribute) Assets (class in client) AssetsMetaNames (class in metanames) AutoAI (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.ClassificationAlgorithms (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.DataConnectionTypes (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.ForecastingAlgorithms (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.Metrics (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.PipelineTypes (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.PredictionType (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.RAGMetrics (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.RegressionAlgorithms (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.SamplingTypes (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.Transformers (class in ibm_watsonx_ai.experiment.autoai.autoai) AutoAI.TShirtSize (class in ibm_watsonx_ai.experiment.autoai.autoai) AVERAGE_PRECISION (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) AVERAGE_PRECISION_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) B BaseChunker (class in ibm_watsonx_ai.foundation_models.extensions.rag.chunker.base_chunker) BaseEmbeddings (class in ibm_watsonx_ai.foundation_models.embeddings.base_embeddings) BaseRetriever (class in ibm_watsonx_ai.foundation_models.extensions.rag.retriever.retriever) BaseSchema (class in ibm_watsonx_ai.foundation_models.schema) BaseVectorStore (class in ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store) Batch (class in ibm_watsonx_ai.deployment) BATS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) Bats (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) BENCHMARK_DRIVEN (ibm_watsonx_ai.utils.autoai.enums.DocumentsSamplingTypes attribute) BEST_OF_DEFAULT_IMPUTERS (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) BINARY (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watsonx_ai.utils.autoai.enums.PredictionType attribute) C CA (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.DataConnectionTypes attribute) cancel() (client.Export method) (client.Import method) (client.Training method) (party_wrapper.Party method) cancel_job() (ibm_watsonx_ai.foundation_models.extractions.TextExtractions method) cancel_run() (ibm_watsonx_ai.foundation_models.PromptTuner method) capitalize() (client.Deployments.HardwareRequestSizes method) casefold() (client.Deployments.HardwareRequestSizes method) CBRT (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) center() (client.Deployments.HardwareRequestSizes method) chat() (ibm_watsonx_ai.foundation_models.inference.ModelInference method) (ibm_watsonx_ai.foundation_models.Model method) chat_stream() (ibm_watsonx_ai.foundation_models.inference.ModelInference method) (ibm_watsonx_ai.foundation_models.Model method) CHROMA (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreDataSourceType attribute) CLASSIFICATION (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watsonx_ai.foundation_models.utils.enums.TuneExperimentTasks attribute) (ibm_watsonx_ai.utils.autoai.enums.PredictionType attribute) ClassificationAlgorithms (class in ibm_watsonx_ai.utils.autoai.enums) ClassificationAlgorithmsCP4D (class in ibm_watsonx_ai.utils.autoai.enums) clear() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore method) close_persistent_connection() (ibm_watsonx_ai.foundation_models.embeddings.Embeddings method) (ibm_watsonx_ai.foundation_models.inference.ModelInference method) CloudAssetLocation (class in ibm_watsonx_ai.helpers.connections.connections) CN (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.DataConnectionTypes attribute) CODE_GENERATION_AND_CONVERSION (ibm_watsonx_ai.foundation_models.utils.enums.TuneExperimentTasks attribute) COMPLETED (ibm_watsonx_ai.utils.autoai.enums.RunStateTypes attribute) conditional_columns (ibm_watsonx_ai.foundation_models.schema.TSForecastParameters attribute) ConfigurationMetaNames (client.Assets attribute) (client.Connections attribute) (client.HwSpec attribute) (client.ModelDefinition attribute) (client.ParameterSets attribute) (client.PkgExtn attribute) (client.Script attribute) (client.Shiny attribute) (client.Spaces attribute) (client.SwSpec attribute) ConnectionMetaNames (class in metanames) Connections (class in client) CONTEXT_CORRECTNESS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RAGMetrics attribute) (ibm_watsonx_ai.utils.autoai.enums.RAGMetrics attribute) control_columns (ibm_watsonx_ai.foundation_models.schema.TSForecastParameters attribute) COS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) count() (client.Deployments.HardwareRequestSizes method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore method) create() (client.Assets method) (client.Connections method) (client.Deployments method) (client.ParameterSets method) (ibm_watsonx_ai.deployment.Batch method) (ibm_watsonx_ai.deployment.WebService method) create_ai_service_revision() (client.Repository method) create_experiment_revision() (client.Repository method) create_function_revision() (client.Repository method) create_job() (client.Deployments method) create_member() (client.Spaces 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) Credentials (class in credentials) CUBE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) CUBIC (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) D DataConnection (class in ibm_watsonx_ai.helpers.connections.connections) DataConnectionTypes (class in ibm_watsonx_ai.utils.autoai.enums) decay_factor (ibm_watsonx_ai.foundation_models.schema.TextGenLengthPenalty attribute) DecisionOptimizationMetaNames (class in metanames) decoding_method (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) DecodingMethods (class in ibm_watsonx_ai.foundation_models.utils.enums) default_project() (client.Set method) default_space() (client.Set method) delete() (client.Assets method) (client.Connections method) (client.Deployments method) (client.Export method) (client.HwSpec method) (client.Import method) (client.ModelDefinition method) (client.ParameterSets method) (client.PkgExtn method) (client.Repository method) (client.Script method) (client.Shiny method) (client.Spaces method) (client.SwSpec method) (ibm_watsonx_ai.deployment.Batch method) (ibm_watsonx_ai.deployment.WebService method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore method) (remote_training_system.RemoteTrainingSystem method) delete_job() (client.Deployments method) (ibm_watsonx_ai.foundation_models.extractions.TextExtractions method) delete_member() (client.Spaces method) delete_package_extension() (client.SwSpec method) delete_prompt() (ibm_watsonx_ai.foundation_models.prompts.PromptTemplateManager method) DeploymentMetaNames (class in metanames) DeploymentOutputAssetLocation (class in ibm_watsonx_ai.helpers.connections.connections) Deployments (class in client) Deployments.HardwareRequestSizes (class in client) DESCENDING (ibm_watsonx_ai.utils.autoai.enums.Directions attribute) DetachedPromptTemplate (class in ibm_watsonx_ai.foundation_models.prompts) DIFF (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) DifferenceFlattenEnsembler (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) Directions (class in ibm_watsonx_ai.utils.autoai.enums) DIVIDE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) DocumentsIterableDataset (class in ibm_watsonx_ai.data_loaders.datasets.documents) DocumentsSamplingTypes (class in ibm_watsonx_ai.utils.autoai.enums) download() (client.Assets method) (client.ModelDefinition method) (client.PkgExtn method) (client.Repository method) (client.Script method) (client.Shiny method) (ibm_watsonx_ai.helpers.connections.connections.DataConnection method) DS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.DataConnectionTypes attribute) DT (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) E ELASTICSEARCH (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreDataSourceType attribute) embed_documents() (ibm_watsonx_ai.foundation_models.embeddings.base_embeddings.BaseEmbeddings method) (ibm_watsonx_ai.foundation_models.embeddings.Embeddings method) embed_query() (ibm_watsonx_ai.foundation_models.embeddings.base_embeddings.BaseEmbeddings method) (ibm_watsonx_ai.foundation_models.embeddings.Embeddings method) EmbeddingModels (built-in class) Embeddings (class in ibm_watsonx_ai.foundation_models.embeddings) EmbeddingTypes (class in ibm_watsonx_ai.foundation_models.utils.enums) EmbedTextParamsMetaNames (class in metanames) encode() (client.Deployments.HardwareRequestSizes method) endswith() (client.Deployments.HardwareRequestSizes method) ENSEMBLER (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) EX_TREES (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) ExogenousDifferenceFlattenEnsembler (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousFlattenEnsembler (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousLocalizedFlattenEnsembler (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousMT2RForecaster (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousRandomForestRegressor (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) ExogenousSVM (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) expandtabs() (client.Deployments.HardwareRequestSizes method) ExperimentMetaNames (class in metanames) EXPLAINED_VARIANCE (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) EXPLAINED_VARIANCE_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) Export (class in client) EXTRACTION (ibm_watsonx_ai.foundation_models.utils.enums.TuneExperimentTasks attribute) F F1 (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) F1_MACRO (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) F1_MICRO (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) F1_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) F1_SCORE_MACRO (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) F1_SCORE_MICRO (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) F1_SCORE_WEIGHTED (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) F1_WEIGHTED (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) Factsheets (class in client) FactsheetsMetaNames (class in metanames) FAILED (ibm_watsonx_ai.utils.autoai.enums.RunStateTypes attribute) FAITHFULNESS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RAGMetrics attribute) (ibm_watsonx_ai.utils.autoai.enums.RAGMetrics attribute) FEATUREAGGLOMERATION (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) find() (client.Deployments.HardwareRequestSizes method) fine_tuner() (ibm_watsonx_ai.experiment.fm_tune.TuneExperiment method) FIRST_VALUES (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.SamplingTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.SamplingTypes attribute) FLATTEN_ITERATIVE (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) FlattenEnsembler (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) forecast() (ibm_watsonx_ai.foundation_models.inference.TSModelInference method) FORECASTING (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watsonx_ai.utils.autoai.enums.PredictionType attribute) Forecasting (ibm_watsonx_ai.utils.autoai.enums.TimeseriesAnomalyPredictionAlgorithms attribute) ForecastingAlgorithms (class in ibm_watsonx_ai.utils.autoai.enums) ForecastingAlgorithmsCP4D (class in ibm_watsonx_ai.utils.autoai.enums) ForecastingPipelineTypes (class in ibm_watsonx_ai.utils.autoai.enums) format() (client.Deployments.HardwareRequestSizes method) format_map() (client.Deployments.HardwareRequestSizes method) FoundationModelsManager (class in ibm_watsonx_ai.foundation_models_manager) FreeformPromptTemplate (class in ibm_watsonx_ai.foundation_models.prompts) freq (ibm_watsonx_ai.foundation_models.schema.TSForecastParameters attribute) frequency_penalty (ibm_watsonx_ai.foundation_models.schema.TextChatParameters attribute) from_dict() (credentials.Credentials static method) (ibm_watsonx_ai.foundation_models.embeddings.base_embeddings.BaseEmbeddings class method) (ibm_watsonx_ai.foundation_models.extensions.rag.chunker.base_chunker.BaseChunker class method) (ibm_watsonx_ai.foundation_models.extensions.rag.chunker.langchain_chunker.LangChainChunker class method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore class method) (ibm_watsonx_ai.helpers.connections.connections.DataConnection class method) from_studio() (ibm_watsonx_ai.helpers.connections.connections.DataConnection class method) from_vector_store() (ibm_watsonx_ai.foundation_models.extensions.rag.retriever.retriever.BaseRetriever class method) (ibm_watsonx_ai.foundation_models.extensions.rag.retriever.retriever.Retriever class method) FS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.DataConnectionTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.DataConnectionTypes attribute) FunctionMetaNames (class in metanames) G GB (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) generate() (client.Deployments method) (ibm_watsonx_ai.foundation_models.embeddings.Embeddings method) (ibm_watsonx_ai.foundation_models.inference.ModelInference method) (ibm_watsonx_ai.foundation_models.Model method) (ibm_watsonx_ai.foundation_models.rerank.Rerank method) generate_text() (client.Deployments method) (ibm_watsonx_ai.foundation_models.inference.ModelInference method) (ibm_watsonx_ai.foundation_models.Model method) generate_text_stream() (client.Deployments method) (ibm_watsonx_ai.foundation_models.inference.ModelInference method) (ibm_watsonx_ai.foundation_models.Model method) generate_token() (ibm_watsonx_ai.deployments.RuntimeContext method) generated_tokens (ibm_watsonx_ai.foundation_models.schema.ReturnOptionProperties attribute) GENERATION (ibm_watsonx_ai.foundation_models.utils.enums.TuneExperimentTasks attribute) GenTextParamsMetaNames (class in metanames) GenTextReturnOptMetaNames (class in metanames) get() (ibm_watsonx_ai.deployment.Batch method) (ibm_watsonx_ai.deployment.WebService method) get_ai_service_details() (client.Repository method) get_ai_service_id() (client.Repository static method) get_ai_service_revision_details() (client.Repository method) get_api_key() (client.ServiceInstance method) get_chat_function_calling_model_specs() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) get_chat_model_specs() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) get_chroma() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreConnector method) get_client() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.base_vector_store.BaseVectorStore method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter.LangChainVectorStoreAdapter method) (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store.VectorStore method) get_content() (client.Assets method) get_credentials_from_config (class in ibm_watsonx_ai.helpers.helpers) get_custom_model_specs() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) get_data_connections() (ibm_watsonx_ai.foundation_models.PromptTuner method) get_datasource_type_details_by_id() (client.Connections method) get_datasource_type_id_by_name() (client.Connections method) 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.ParameterSets method) (client.PkgExtn method) (client.Repository method) (client.Script method) (client.ServiceInstance method) (client.Shiny method) (client.Spaces method) (client.SwSpec method) (client.Training method) (ibm_watsonx_ai.foundation_models.inference.ModelInference method) (ibm_watsonx_ai.foundation_models.Model method) (remote_training_system.RemoteTrainingSystem method) get_download_url() (client.Deployments method) get_elasticsearch() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreConnector method) get_embeddings_model_specs() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) get_exogenous() (ibm_watsonx_ai.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_exported_content() (client.Export method) get_from_type() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreConnector 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_headers() (ibm_watsonx_ai.deployments.RuntimeContext 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.Connections 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.Script static method) (client.Shiny static method) (client.Spaces static method) (client.SwSpec static method) (client.Training static method) (ibm_watsonx_ai.foundation_models.extractions.TextExtractions static method) (remote_training_system.RemoteTrainingSystem static method) get_id_by_name() (client.HwSpec method) (client.ParameterSets method) (client.PkgExtn method) (client.Repository method) (client.Spaces method) (client.SwSpec method) get_identifying_params() (ibm_watsonx_ai.foundation_models.inference.ModelInference method) get_instance_id() (client.ServiceInstance method) get_job_details() (client.Deployments method) (ibm_watsonx_ai.foundation_models.extractions.TextExtractions method) get_job_href() (client.Deployments method) get_job_id() (client.Deployments method) (ibm_watsonx_ai.deployment.Batch method) get_job_params() (ibm_watsonx_ai.deployment.Batch method) get_job_result() (ibm_watsonx_ai.deployment.Batch method) get_job_status() (client.Deployments method) (ibm_watsonx_ai.deployment.Batch method) get_job_uid() (client.Deployments method) get_json() (ibm_watsonx_ai.deployments.RuntimeContext method) get_langchain_adapter() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreConnector method) get_location() (ibm_watsonx_ai.helpers.connections.connections.S3Location method) get_lock() (ibm_watsonx_ai.foundation_models.prompts.PromptTemplateManager method) get_member_details() (client.Spaces method) get_metrics() (client.Training method) get_milvus() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreConnector method) get_model_details() (client.Repository method) get_model_href() (client.Repository static method) get_model_id() (client.Repository static method) (ibm_watsonx_ai.foundation_models.PromptTuner method) get_model_lifecycle() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) (in module ibm_watsonx_ai.foundation_models) get_model_revision_details() (client.Repository method) get_model_specs() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) (in module ibm_watsonx_ai.foundation_models) get_model_specs_with_fine_tuning_support() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) get_model_specs_with_prompt_tuning_support() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) (in module ibm_watsonx_ai.foundation_models) get_non_exogenous() (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes static method) get_params() (ibm_watsonx_ai.deployment.Batch method) (ibm_watsonx_ai.deployment.WebService method) (ibm_watsonx_ai.foundation_models.PromptTuner method) get_password() (client.ServiceInstance 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_rerank_model_specs() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) get_results_reference() (ibm_watsonx_ai.foundation_models.extractions.TextExtractions 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_run_details() (ibm_watsonx_ai.experiment.fm_tune.TuneRuns method) (ibm_watsonx_ai.foundation_models.PromptTuner method) get_run_status() (ibm_watsonx_ai.foundation_models.PromptTuner method) get_sample_params() (ibm_watsonx_ai.foundation_models.schema.BaseSchema class method) get_scoring_href() (client.Deployments static method) get_serving_href() (client.Deployments static method) get_status() (client.Training method) get_supported_tasks() (in module ibm_watsonx_ai.foundation_models) get_time_series_model_specs() (ibm_watsonx_ai.foundation_models_manager.FoundationModelsManager method) get_token() (ibm_watsonx_ai.deployments.RuntimeContext method) get_tuner() (ibm_watsonx_ai.experiment.fm_tune.TuneRuns method) get_type_from_langchain_vector_store() (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreConnector static method) get_uid() (client.Connections static method) (client.Deployments static method) (client.HwSpec static method) (client.ModelDefinition method) (client.Shiny static method) (client.Spaces static method) (client.SwSpec static method) get_uid_by_name() (client.HwSpec method) (client.SwSpec method) get_uploaded_db_drivers() (client.Connections method) get_url() (client.ServiceInstance method) get_username() (client.ServiceInstance method) GREEDY (ibm_watsonx_ai.foundation_models.schema.TextGenDecodingMethod attribute) (ibm_watsonx_ai.foundation_models.utils.enums.DecodingMethods attribute) H HoltWinterAdditive (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) HoltWinterMultiplicative (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) HW (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) HwSpec (class in client) HwSpecMetaNames (class in metanames) I ibm_watsonx_ai.utils.autoai.enums module id_columns (ibm_watsonx_ai.foundation_models.schema.TSForecastParameters attribute) Import (class in client) ImputationStrategy (class in ibm_watsonx_ai.utils.autoai.enums) include_stop_sequence (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) index() (client.Deployments.HardwareRequestSizes method) INPLACE (ibm_watsonx_ai.utils.autoai.enums.VisualizationTypes attribute) input_text (ibm_watsonx_ai.foundation_models.schema.ReturnOptionProperties attribute) input_tokens (ibm_watsonx_ai.foundation_models.schema.ReturnOptionProperties attribute) inputs (ibm_watsonx_ai.foundation_models.schema.RerankReturnOptions attribute) is_running() (party_wrapper.Party method) is_serving_name_available() (client.Deployments method) isalnum() (client.Deployments.HardwareRequestSizes method) isalpha() (client.Deployments.HardwareRequestSizes method) isascii() (client.Deployments.HardwareRequestSizes method) isdecimal() (client.Deployments.HardwareRequestSizes method) isdigit() (client.Deployments.HardwareRequestSizes method) isidentifier() (client.Deployments.HardwareRequestSizes method) islower() (client.Deployments.HardwareRequestSizes method) isnumeric() (client.Deployments.HardwareRequestSizes method) ISOFORESTANOMALY (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) isprintable() (client.Deployments.HardwareRequestSizes method) isspace() (client.Deployments.HardwareRequestSizes method) istitle() (client.Deployments.HardwareRequestSizes method) isupper() (client.Deployments.HardwareRequestSizes method) J join() (client.Deployments.HardwareRequestSizes method) JSON_OBJECT (ibm_watsonx_ai.foundation_models.schema.TextChatResponseFormatType attribute) L L (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.TShirtSize attribute) (ibm_watsonx_ai.utils.autoai.enums.TShirtSize attribute) LALE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.PipelineTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.PipelineTypes attribute) LANGCHAIN (ibm_watsonx_ai.foundation_models.utils.enums.PromptTemplateFormats attribute) LangChainChunker (class in ibm_watsonx_ai.foundation_models.extensions.rag.chunker.langchain_chunker) LangChainVectorStoreAdapter (class in ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.langchain_vector_store_adapter) LAST_VALUES (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.SamplingTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.SamplingTypes attribute) length_penalty (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) LGBM (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) LINEAR (ibm_watsonx_ai.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.ParameterSets method) (client.PkgExtn method) (client.Repository method) (client.Script method) (client.Shiny method) (client.Spaces method) (client.SwSpec method) (client.Training method) (ibm_watsonx_ai.deployment.Batch method) (ibm_watsonx_ai.deployment.WebService method) (ibm_watsonx_ai.experiment.fm_tune.TuneRuns method) (ibm_watsonx_ai.foundation_models.prompts.PromptTemplateManager method) (remote_training_system.RemoteTrainingSystem method) list_ai_service_revisions() (client.Repository method) list_ai_services() (client.Repository 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_watsonx_ai.deployment.Batch method) (ibm_watsonx_ai.foundation_models.extractions.TextExtractions method) list_members() (client.Spaces 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_uploaded_db_drivers() (client.Connections method) ljust() (client.Deployments.HardwareRequestSizes method) load() (client.Repository method) load_prompt() (ibm_watsonx_ai.foundation_models.prompts.PromptTemplateManager method) LocalizedFlattenEnsembler (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) lock() (ibm_watsonx_ai.foundation_models.prompts.PromptTemplateManager method) LOG (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) LOG_LOSS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) logprobs (ibm_watsonx_ai.foundation_models.schema.TextChatParameters attribute) lower() (client.Deployments.HardwareRequestSizes method) LR (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ClassificationAlgorithms attribute) (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.ForecastingAlgorithms attribute) (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ClassificationAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) lstrip() (client.Deployments.HardwareRequestSizes method) M M (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.TShirtSize attribute) (ibm_watsonx_ai.utils.autoai.enums.TShirtSize attribute) maketrans() (client.Deployments.HardwareRequestSizes static method) MAX (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) max_new_tokens (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) max_tokens (ibm_watsonx_ai.foundation_models.schema.TextChatParameters attribute) MEAN (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) MEAN_ABSOLUTE_ERROR (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) MEAN_SQUARED_ERROR (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) MEAN_SQUARED_LOG_ERROR (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) MEDIAN (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) MEDIAN_ABSOLUTE_ERROR (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) MemberMetaNames (client.Spaces attribute) MEMBERS_OF_DEPLOYMENT_SPACE (ibm_watsonx_ai.utils.enums.RShinyAuthenticationValues attribute) Metrics (class in ibm_watsonx_ai.utils.autoai.enums) MetricsToDirections (class in ibm_watsonx_ai.utils.autoai.enums) MILVUS (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreDataSourceType attribute) MILVUS_WXD (ibm_watsonx_ai.foundation_models.extensions.rag.vector_stores.vector_store_connector.VectorStoreDataSourceType attribute) min_new_tokens (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) MINMAXSCALER (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) Model (class in ibm_watsonx_ai.foundation_models) ModelDefinition (class in client) ModelDefinitionMetaNames (class in metanames) ModelInference (class in ibm_watsonx_ai.foundation_models.inference) ModelMetaNames (class in metanames) ModelTypes (class in ibm_watsonx_ai.foundation_models.utils.enums) module ibm_watsonx_ai.utils.autoai.enums monitor_logs() (client.Training method) (party_wrapper.Party method) monitor_metrics() (client.Training method) (party_wrapper.Party method) MOST_FREQUENT (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) MT2RForecaster (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) MULTICLASS (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watsonx_ai.utils.autoai.enums.PredictionType attribute) N n (ibm_watsonx_ai.foundation_models.schema.TextChatParameters attribute) NEG_LOG_LOSS (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NEG_MEAN_ABSOLUTE_ERROR (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NEG_MEAN_SQUARED_ERROR (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NEG_MEAN_SQUARED_LOG_ERROR (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NEG_MEDIAN_ABSOLUTE_ERROR (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NEG_ROOT_MEAN_SQUARED_ERROR (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NEG_ROOT_MEAN_SQUARED_LOG_ERROR (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NEXT (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) NO_IMPUTATION (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) NORMALIZED_GINI_COEFFICIENT (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) NXOR (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) O observable_columns (ibm_watsonx_ai.foundation_models.schema.TSForecastParameters attribute) optimizer() (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI method) P ParameterSets (class in client) ParameterSetsMetaNames (class in metanames) partition() (client.Deployments.HardwareRequestSizes method) Party (class in party_wrapper) PCA (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) PDF (ibm_watsonx_ai.utils.autoai.enums.VisualizationTypes attribute) PipelineMetanames (class in metanames) PipelineTypes (class in ibm_watsonx_ai.utils.autoai.enums) PkgExtn (class in client) PkgExtnMetaNames (class in metanames) plot_learning_curve() (ibm_watsonx_ai.foundation_models.PromptTuner method) PointwiseBoundedBATS (ibm_watsonx_ai.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) PointwiseBoundedBATSForceUpdate (ibm_watsonx_ai.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) PointwiseBoundedHoltWintersAdditive (ibm_watsonx_ai.utils.autoai.enums.TimeseriesAnomalyPredictionPipelineTypes attribute) PositiveLabelClass (class in ibm_watsonx_ai.utils.autoai.enums) PRECISION (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) PRECISION_MACRO (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) PRECISION_MICRO (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) PRECISION_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) PRECISION_SCORE_MACRO (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) PRECISION_SCORE_MICRO (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) PRECISION_SCORE_WEIGHTED (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) PRECISION_WEIGHTED (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) prediction_length (ibm_watsonx_ai.foundation_models.schema.TSForecastParameters attribute) PredictionType (class in ibm_watsonx_ai.utils.autoai.enums) presence_penalty (ibm_watsonx_ai.foundation_models.schema.TextChatParameters attribute) PREVIOUS (ibm_watsonx_ai.utils.autoai.enums.ImputationStrategy attribute) PRODUCT (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Transformers attribute) (ibm_watsonx_ai.utils.autoai.enums.Transformers attribute) promote() (client.Spaces method) promote_model() (client.Repository method) prompt_tuner() (ibm_watsonx_ai.experiment.fm_tune.TuneExperiment method) prompt_variables (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) PromptTemplate (class in ibm_watsonx_ai.foundation_models.prompts) PROMPTTEMPLATE (ibm_watsonx_ai.foundation_models.utils.enums.PromptTemplateFormats attribute) PromptTemplateFormats (class in ibm_watsonx_ai.foundation_models.utils.enums) PromptTemplateManager (class in ibm_watsonx_ai.foundation_models.prompts) PromptTunableModels (built-in class) PromptTuner (class in ibm_watsonx_ai.foundation_models) PromptTuningInitMethods (class in ibm_watsonx_ai.foundation_models.utils.enums) PromptTuningTypes (class in ibm_watsonx_ai.foundation_models.utils.enums) PT (ibm_watsonx_ai.foundation_models.utils.enums.PromptTuningTypes attribute) Q query (ibm_watsonx_ai.foundation_models.schema.RerankReturnOptions attribute) QUESTION_ANSWERING (ibm_watsonx_ai.foundation_models.utils.enums.TuneExperimentTasks attribute) R R2 (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) R2_AND_DISPARATE_IMPACT_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) R2_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) rag_optimizer() (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI method) RAGMetrics (class in ibm_watsonx_ai.utils.autoai.enums) RANDOM (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.SamplingTypes attribute) (ibm_watsonx_ai.foundation_models.utils.enums.PromptTuningInitMethods attribute) (ibm_watsonx_ai.utils.autoai.enums.DocumentsSamplingTypes attribute) (ibm_watsonx_ai.utils.autoai.enums.SamplingTypes attribute) random_seed (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) RandomForestRegressor (ibm_watsonx_ai.utils.autoai.enums.ForecastingPipelineTypes attribute) read() (ibm_watsonx_ai.helpers.connections.connections.DataConnection method) RECALL (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) RECALL_MACRO (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) RECALL_MICRO (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) RECALL_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) RECALL_SCORE_MACRO (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) RECALL_SCORE_MICRO (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) RECALL_SCORE_WEIGHTED (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.PositiveLabelClass attribute) RECALL_WEIGHTED (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) register_model_entry() (client.Factsheets method) REGRESSION (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.PredictionType attribute) (ibm_watsonx_ai.utils.autoai.enums.PredictionType attribute) RegressionAlgorithms (class in ibm_watsonx_ai.utils.autoai.enums) RegressionAlgorithmsCP4D (class in ibm_watsonx_ai.utils.autoai.enums) Relationship (ibm_watsonx_ai.utils.autoai.enums.TimeseriesAnomalyPredictionAlgorithms attribute) RemoteTrainingSystem (class in remote_training_system) removeprefix() (client.Deployments.HardwareRequestSizes method) removesuffix() (client.Deployments.HardwareRequestSizes method) repetition_penalty (ibm_watsonx_ai.foundation_models.schema.TextGenParameters attribute) replace() (client.Deployments.HardwareRequestSizes method) Repository (class in client) Repository.ModelAssetTypes (class in client) Rerank (class in ibm_watsonx_ai.foundation_models.rerank) RerankParameters (class in ibm_watsonx_ai.foundation_models.schema) RerankReturnOptions (class in ibm_watsonx_ai.foundation_models.schema) rerun_job() (ibm_watsonx_ai.deployment.Batch method) response_format (ibm_watsonx_ai.foundation_models.schema.TextChatParameters attribute) RETRIEVAL_AUGMENTED_GENERATION (ibm_watsonx_ai.foundation_models.utils.enums.TuneExperimentTasks attribute) RetrievalMethod (class in 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(ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.ForecastingAlgorithmsCP4D attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) rfind() (client.Deployments.HardwareRequestSizes method) RIDGE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithms attribute) (ibm_watsonx_ai.utils.autoai.enums.RegressionAlgorithmsCP4D attribute) rindex() (client.Deployments.HardwareRequestSizes method) rjust() (client.Deployments.HardwareRequestSizes method) ROC_AUC (ibm_watsonx_ai.utils.autoai.enums.MetricsToDirections attribute) ROC_AUC_SCORE (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) (ibm_watsonx_ai.utils.autoai.enums.Metrics attribute) ROOT_MEAN_SQUARED_ERROR (ibm_watsonx_ai.experiment.autoai.autoai.AutoAI.Metrics attribute) 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