Index

_

__init__() (relevanceai.utils.datasets.ExampleDatasets method)

__new__() (relevanceai.dataset.io.export.Export method)

A

AbstractLogger (class in relevanceai.utils.logger) added() (in module relevanceai.utils.decorators.version) ADDED_DOCSTRING (relevanceai.constants.messages.Messages attribute) admin (relevanceai._api.endpoints.api_client.APIEndpointsClient property) AdminClient (class in relevanceai._api.endpoints.admin.admin) advanced_chunk() (relevanceai._api.endpoints.services.search.SearchClient method) advanced_multistep_chunk() (relevanceai._api.endpoints.services.search.SearchClient method) advanced_search (relevanceai.operations.operations.Operations attribute) advanced_search() (relevanceai.operations.Operations method) advanced_vectorize() (relevanceai.operations.operations.Operations method) AdvancedCentroidClusterBase (class in relevanceai.operations.cluster.base) aggregate() (relevanceai._api.endpoints.datasets.cluster.cluster.ClusterClient method) (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai._api.endpoints.services.aggregate.AggregateClient method) (relevanceai._api.endpoints.services.cluster.ClusterClient method) (relevanceai.dataset.read.statistics.Statistics method) (relevanceai.dataset.read.statistics.statistics.Statistics method), [1] (relevanceai.operations.cluster.cluster.ClusterOps method), [1], [2] (relevanceai.operations_new.cluster.ops.ClusterOps method) AggregateClient (class in relevanceai._api.endpoints.services.aggregate) AggregateSections (class in relevanceai.apps.report_app.sections.aggregate) alias (relevanceai.operations.cluster.utils.ClusterUtils attribute) (relevanceai.operations_new.cluster.models.faiss.base.FaissModel property) (relevanceai.operations_new.dr.models.base.DimReductionModelBase attribute) (relevanceai.operations_new.dr.transform.DimReductionTransform attribute) (relevanceai.operations_new.scaling.base.ScalerBase attribute) (relevanceai.operations_new.scaling.models.base.ScalerModelBase attribute) (relevanceai.operations_new.transform_base.TransformBase attribute) all() (relevanceai.dataset.series.Series method) altair() (relevanceai.apps.report_app.advanced_blocks.altair.AltairReportBlock method) altair_chart (relevanceai.apps.report_app.advanced_blocks.altair.AltairReportBlock attribute)

AltairReportBlock (class in relevanceai.apps.report_app.advanced_blocks.altair) analyze_emotion() (relevanceai.operations_new.emotion.transform.EmotionTransform method) analyze_sentiment() (relevanceai.operations.operations.Operations method) (relevanceai.operations.text.sentiment.sentiments.SentimentOps method) (relevanceai.operations_new.sentiment.transform.SentimentTransform method) analyze_text() (relevanceai.operations_new.dataset_ops.Operations method) analyze_vectors() (relevanceai.operations_new.dataset_ops.Operations method) AP_SOUTEAST_1 (in module relevanceai.constants.constants) API_ERROR (in module relevanceai.constants.errors) api_key (relevanceai.client.helpers.Credentials attribute) (relevanceai.dataset.io.export.csv.CSVExport attribute) (relevanceai.dataset.io.export.dict.DictExport attribute) (relevanceai.dataset.io.export.pandas.PandasExport attribute) (relevanceai.utils.transport.Transport attribute) APIClient (class in relevanceai._api.api_client) APIEndpointsClient (class in relevanceai._api.endpoints.api_client) APIError APIKeyNotFoundError app_url() (relevanceai.apps.report_app.base.ReportBase method) append_metadata_list() (relevanceai._api.api_client.APIClient method) append_report() (relevanceai.apps.report_app.app.ReportApp method) apply() (relevanceai.dataset.series.Series method) (relevanceai.dataset.write.write.Write method), [1] apply_transformers_pipeline() (relevanceai.operations_new.dataset_ops.Operations method) arguments() (in module relevanceai.operations_new.ops_run) audio() (relevanceai.apps.report_app.blocks.ReportBlocks method) AUSTRALIA_URL (in module relevanceai.constants.links) auth() (in module relevanceai.client.helpers) auth_header (relevanceai.utils.transport.Transport property) auto() (relevanceai.apps.explorer_app.auto.ExploreAuto method) AUTO_GENERATE_IDS (relevanceai.constants.warning.Warning attribute) auto_reduce_dimensions() (relevanceai.operations.auto.dr.DimensionalityReduction method)

B

Base2Vec (class in relevanceai.operations.vector.base) BASE_2VEC_DEFINITON (in module relevanceai.operations.vector.base) BaseExplainer (class in relevanceai.operations_new.cluster.text.explainer.base) BaseOps (class in relevanceai.operations.base) BaseTextProcessing (class in relevanceai.operations.preprocessing.text.base_text_processing) (class in relevanceai.operations_new.processing.text.clean.helpers) batch_cluster() (relevanceai.operations_new.dataset_ops.Operations method) batch_get_and_edit() (relevanceai._api.api_client.APIClient method) batch_insert() (relevanceai._api.api_client.APIClient method) batch_transform_upsert() (relevanceai.operations_new.ops_run.OperationRun method) BatchClusterBase (class in relevanceai.operations.cluster.base) BatchClusterModelBase (class in relevanceai.operations_new.cluster.batch.models.base) BatchClusterOps (class in relevanceai.operations_new.cluster.batch.ops) BatchClusterTransform (class in relevanceai.operations_new.cluster.batch.transform) batched_upsert_media() (relevanceai.dataset.write.write.Write method), [1] BatchInsertClient (class in relevanceai._api.batch.insert) BatchRetrieveClient (class in relevanceai._api.batch.retrieve) BETA (relevanceai.constants.messages.Messages attribute) beta() (in module relevanceai.utils.decorators.version) BETA_DOCSTRING (relevanceai.constants.messages.Messages attribute) bias_indicator() (bias_plot.BiasIndicator method) (in module bias_plot) bias_indicator_to_html() (bias_plot.BiasIndicator method) bias_plot module BiasIndicator (class in bias_plot)

block_print() (in module relevanceai.utils.decorators.silence) BLUE (relevanceai.utils.print_formats.COLOR attribute) BOLD (relevanceai.utils.print_formats.COLOR attribute) bold() (relevanceai.apps.report_app.marks.ReportMarks method) BSON_AVAILABLE (in module relevanceai.utils.migration.mongo_to_relevance_ai) BUILD_HERE (relevanceai.constants.messages.Messages attribute) build_range() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter static method) build_triple_data() (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps static method) bulk_apply() (relevanceai.dataset.write.write.Write method), [1] bulk_delete() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) bulk_encode() (relevanceai.operations_new.vectorize.models.base.VectorizeModelBase method) (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) (relevanceai.operations_new.vectorize.models.image.tfhub.model.TFHubImage2Vec method) (relevanceai.operations_new.vectorize.models.text.sentence_transformers.model.SentenceTransformer2Vec method) (relevanceai.operations_new.vectorize.models.text.tfhub.model.TFHubText2Vec method) bulk_encode_documents() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) bulk_encode_image() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) bulk_encode_text() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) bulk_get() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) bulk_insert() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) bulk_insert_async() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) bulk_question_answer() (relevanceai.operations.text.qa.qa.QAOps method) bulk_translate_documents() (relevanceai.operations_new.processing.text.translate.transform.TranslateTransform method) bulk_update() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) bullet_list() (relevanceai.apps.report_app.blocks.ReportBlocks method) byo_cluster() (relevanceai.operations_new.dataset_ops.Operations method)

C

cache_info() (relevanceai.client.cache.CacheMixin method) CacheMixin (class in relevanceai.client.cache) calculate_centroids() (relevanceai.operations_new.cluster.models.base.ClusterModelBase method) (relevanceai.operations_new.cluster.ops.ClusterOps method) calculate_cosine_similarity() (bias_plot.BiasIndicator static method) calculate_silhouette() (relevanceai.operations_new.cluster.transform.ClusterTransform static method) calculate_squared_error() (relevanceai.operations_new.cluster.transform.ClusterTransform static method) calinski_harabasz_score() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) card() (relevanceai.apps.report_app.blocks.ReportBlocks method) cat() (relevanceai.dataset.write.write.Write method), [1] catch_errors() (in module relevanceai.utils.decorators.vectors) categories() (relevanceai.dataset.series.Series method) CENTROID_DISTANCES (in module relevanceai.operations.cluster.constants) centroid_heatmap() (relevanceai.operations.viz.cluster.ClusterVizOps method), [1] CENTROID_VECTORS (relevanceai.constants.warning.Warning attribute) CentroidBase (class in relevanceai.operations.cluster.base) CentroidClusterBase (class in relevanceai.operations.cluster.base) Centroids (class in relevanceai.operations.cluster.centroids) centroids (relevanceai.operations.cluster.cluster.ClusterWriteOps property), [1] (relevanceai.operations_new.cluster.ops.ClusterOps property) centroids() (relevanceai.operations.cluster.cluster.ClusterOps method) CentroidsClient (class in relevanceai._api.endpoints.datasets.cluster.centroids.centroids) chart() (relevanceai.apps.explorer_app.app.ExplorerApp method) charts() (relevanceai.apps.explorer_app.app.ExplorerApp method) check_auth() (relevanceai.client.client.Client method) check_missing_ids() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) check_vectors() (relevanceai.operations_new.cluster.models.faiss.base.FaissModel static method) chunk() (in module relevanceai.utils.concurrency) (relevanceai._api.batch.chunk.Chunker method) (relevanceai._api.endpoints.services.search.SearchClient method) (relevanceai.operations.vector.base.Base2Vec class method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer class method) chunk_dataset() (relevanceai.dataset.read.read.Read method), [1], [2] chunk_search() (relevanceai.operations.operations.Operations method) (relevanceai.operations.vector.search.SearchOps method) ChunkDocUtils (class in relevanceai.utils.doc_utils.chunk_doc_utils) Chunker (class in relevanceai._api.batch.chunk) classifier (relevanceai.operations.text.sentiment.sentiments.SentimentOps property) (relevanceai.operations_new.emotion.transform.EmotionTransform property) (relevanceai.operations_new.processing.text.ner.transform.ExtractNER property) (relevanceai.operations_new.sentiment.transform.SentimentTransform property) (relevanceai.operations_new.text_tagging.transform.TextTagTransform property) clean() (relevanceai.operations_new.ops_manager.OperationManager static method) (relevanceai.operations_new.processing.text.clean.helpers.MLStripper method) clean_html() (relevanceai.operations.labels.labels.LabelOps method) clean_text() (relevanceai.operations_new.dataset_ops.Operations method) (relevanceai.operations_new.processing.text.clean.transform.CleanTextTransform method) (relevanceai.operations_new.processing.text.html_clean.transform.CleanTextTransform method) clean_text_document() (relevanceai.operations_new.processing.text.clean.transform.CleanTextTransform method) (relevanceai.operations_new.processing.text.html_clean.transform.CleanTextTransform method) clean_text_documents() (relevanceai.operations_new.processing.text.clean.transform.CleanTextTransform method) CleanTextOps (class in relevanceai.operations_new.processing.text.clean.ops) (class in relevanceai.operations_new.processing.text.html_clean.ops) CleanTextTransform (class in relevanceai.operations_new.processing.text.clean.transform) (class in relevanceai.operations_new.processing.text.html_clean.transform) clear() (relevanceai.dataset.read.metadata.Metadata method) clear_cache() (relevanceai.client.cache.CacheMixin method) Client (class in relevanceai.client.client), [1] CLIP_MODELS (in module relevanceai.operations_new.vectorize.models.image.mappings) ClipImage2Vec (class in relevanceai.operations_new.vectorize.models.image.clip.model) clone() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) clone_dataset() (relevanceai.client.client.Client method), [1], [2] closest() (relevanceai.operations.cluster.centroids.Centroids method) (relevanceai.operations.cluster.cluster.ClusterOps method), [1] closest_clusters() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) CLUSTER (in module relevanceai.operations.cluster.constants) cluster() (relevanceai.apps.explorer_app.app.ExplorerApp method) (relevanceai.operations.operations.Operations method) (relevanceai.operations_new.dataset_ops.Operations method) CLUSTER_APP_LINK (in module relevanceai.constants.links) cluster_centers_ (relevanceai.operations_new.cluster.models.faiss.base.FaissModel property) cluster_charts() (relevanceai.apps.explorer_app.app.ExplorerApp method) CLUSTER_DEFAULT_ARGS (in module relevanceai.operations.cluster.constants) cluster_field (relevanceai.operations.cluster.cluster.ClusterWriteOps attribute) cluster_keyphrases() (relevanceai.operations.labels.labels.LabelOps method) CLUSTER_LABEL_NOT_IN_CENTROIDS (relevanceai.constants.warning.Warning attribute) cluster_report() (relevanceai.operations.cluster.cluster.ClusterWriteOps method) ClusterAgg (class in relevanceai.operations.cluster.groupby) ClusterAlias (class in relevanceai.operations_new.cluster.alias) ClusterBase (class in relevanceai.operations.cluster.base) ClusterClient (class in relevanceai._api.endpoints.datasets.cluster.cluster) (class in relevanceai._api.endpoints.services.cluster) ClusterEvaluator (class in relevanceai.recipes.model_observability.cluster.evaluator) ClusterGroupby (class in relevanceai.operations.cluster.groupby) CLUSTERING_ALREADY_EXISTS (in module relevanceai.constants.errors) ClusteringResultsAlreadyExistsError ClusterModelBase (class in relevanceai.operations_new.cluster.models.base) ClusterOps (class in relevanceai.operations.cluster.cluster), [1] (class in relevanceai.operations_new.cluster.ops) ClusterOps() (relevanceai.client.operators.Operators method) (relevanceai.operations.operations.Operations method)

ClusterRead (class in relevanceai.dataset.read.cluster) ClusterReport (class in relevanceai.recipes.model_observability.cluster.report) ClusterTextInsights (class in text) ClusterTransform (class in relevanceai.operations_new.cluster.transform) ClusterUtils (class in relevanceai.operations.cluster.utils) ClusterVizOps (class in relevanceai.operations.viz.cluster), [1] ClusterWriteOps (class in relevanceai.operations.cluster.cluster), [1] code() (relevanceai.apps.report_app.blocks.ReportBlocks method) COLOR (class in relevanceai.utils.print_formats) color() (relevanceai.apps.report_app.marks.ReportMarks method) COLUMN_DNE (relevanceai.constants.warning.Warning attribute) columns (relevanceai.dataset.read.read.Read property), [1] columns() (relevanceai.apps.report_app.blocks.ReportBlocks method) community_detection_cpu() (relevanceai.operations.cluster.algorithms.community_detection.CommunityDetection method) (relevanceai.operations_new.cluster.models.sentence_transformers.community_detection.CommunityDetection method) community_detection_gpu() (relevanceai.operations.cluster.algorithms.community_detection.CommunityDetection method) (relevanceai.operations_new.cluster.models.sentence_transformers.community_detection.CommunityDetection method) CommunityDetection (class in relevanceai.operations.cluster.algorithms.community_detection) (class in relevanceai.operations.cluster.models.community_detection) (class in relevanceai.operations_new.cluster.models.sentence_transformers.community_detection) CommunityDetectionModel (in module relevanceai.operations_new.cluster.models.sentence_transformers.community_detection) COMPLETED (relevanceai._api.endpoints.workflows.workflows.WorkflowStatus attribute) COMPLETENESS_INFO (in module relevanceai.operations.cluster.constants) concat (relevanceai.dataset.write.write.Write attribute) concat() (relevanceai.dataset.write.write.Write method) concurrence_matrix() (relevanceai.operations_new.cooccurrence_network.transform.CoOccurNetTransform method) condition (relevanceai.utils.filter_helper.Filter attribute) condition_value (relevanceai.utils.filter_helper.Filter attribute) Config (class in relevanceai.constants.config) CONFIG (in module relevanceai.constants.constants) config (relevanceai.utils.config_mixin.ConfigMixin property) (relevanceai.utils.transport.Transport attribute) CONFIG_PATH (in module relevanceai.constants.constants) config_path (relevanceai.utils.config_mixin.ConfigMixin property) ConfigMixin (class in relevanceai.utils.config_mixin) connected_bar_chart() (relevanceai.apps.report_app.advanced_blocks.connected_charts.ConnectedChartsBlocks method) connected_chart() (relevanceai.apps.report_app.advanced_blocks.connected_charts.ConnectedChartsBlocks method) connected_column_chart() (relevanceai.apps.report_app.advanced_blocks.connected_charts.ConnectedChartsBlocks method) connected_line_chart() (relevanceai.apps.report_app.advanced_blocks.connected_charts.ConnectedChartsBlocks method) connected_scatter_chart() (relevanceai.apps.report_app.advanced_blocks.connected_charts.ConnectedChartsBlocks method) connected_timeseries_chart() (relevanceai.apps.report_app.advanced_blocks.connected_charts.ConnectedChartsBlocks method) ConnectedChartsBlocks (class in relevanceai.apps.report_app.advanced_blocks.connected_charts) contains() (relevanceai.dataset.series.Series method) contents (relevanceai.apps.report_app.base.ReportBase property) CoOccurNetTransform (class in relevanceai.operations_new.cooccurrence_network.transform) copy_foreign_dataset() (relevanceai._api.endpoints.admin.admin.AdminClient method) corr() (relevanceai.dataset.read.statistics.Statistics method) (relevanceai.dataset.read.statistics.statistics.Statistics method), [1] cosine() (relevanceai.operations.cluster.algorithms.community_detection.CommunityDetection method) (relevanceai.operations_new.cluster.models.sentence_transformers.community_detection.CommunityDetection method) cosine_similarity() (in module relevanceai.utils.distances.cosine_similarity) (relevanceai.operations_new.label.transform.LabelTransform method) cosine_similarity_matrix() (in module relevanceai.utils.distances.cosine_similarity) count_characters() (relevanceai.operations_new.processing.text.count.transform.CountTextTransform method) count_ids_in_fn() (relevanceai._api.batch.local_logger.PullTransformPushLocalLogger method) count_sentences() (relevanceai.operations_new.processing.text.count.transform.CountTextTransform method) count_text() (relevanceai.operations_new.dataset_ops.Operations method) count_text_document() (relevanceai.operations_new.processing.text.count.transform.CountTextTransform method) count_words() (relevanceai.operations_new.processing.text.count.transform.CountTextTransform method) CountTextOps (class in relevanceai.operations_new.processing.text.count.ops) CountTextTransform (class in relevanceai.operations_new.processing.text.count.transform) create() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai._api.endpoints.datasets.tasks.TasksClient method) (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) (relevanceai.dataset.write.write.Write method), [1] create_app() (relevanceai.dataset.apps.manage_apps.ManageApps method) create_app_config() (relevanceai.dataset.apps.manage_apps.ManageApps method) create_byo_clusters() (relevanceai.operations_new.cluster.ops.ClusterOps method) create_centroids() (relevanceai.operations.cluster.cluster.ClusterOps method) (relevanceai.operations.cluster.cluster.ClusterWriteOps method), [1] (relevanceai.operations_new.cluster.ops.ClusterOps method) create_cluster_task() (relevanceai._api.endpoints.datasets.tasks.TasksClient method) create_dataset() (relevanceai.client.client.Client method), [1], [2] create_diagram() (in module relevanceai.workflow.diagrams.diagrams) create_encode_categories_task() (relevanceai._api.endpoints.datasets.tasks.TasksClient method) create_encode_imagetext_task() (relevanceai._api.endpoints.datasets.tasks.TasksClient method) create_encode_text_task() (relevanceai._api.endpoints.datasets.tasks.TasksClient method) create_encode_textimage_task() (relevanceai._api.endpoints.datasets.tasks.TasksClient method) create_filter() (in module relevanceai.utils.filter_helper) create_numeric_encoder_task() (relevanceai._api.endpoints.datasets.tasks.TasksClient method) create_parent_cluster() (relevanceai.operations_new.cluster.ops.ClusterOps method) create_relevance_ai_dataset() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) create_subcluster_centroids() (relevanceai.operations_new.cluster.sub.ops.SubClusterOps method) Credentials (class in relevanceai.client.helpers) credentials (relevanceai.client.operators.Operators attribute) CredentialsMixin (class in relevanceai.utils.creds_mixin) critical (relevanceai.utils.logger.AbstractLogger attribute) CSVExport (class in relevanceai.dataset.io.export.csv), [1] CYAN (relevanceai.utils.print_formats.COLOR attribute)

D

DARKCYAN (relevanceai.utils.print_formats.COLOR attribute) DASHBOARD_MAPPINGS (in module relevanceai.utils.transport) DASHBOARD_TYPES (relevanceai.utils.transport.Transport property) Dataset (class in relevanceai.dataset.dataset), [1] Dataset() (relevanceai.client.client.Client method) dataset_id (relevanceai.operations.cluster.cluster.ClusterWriteOps attribute) (relevanceai.operations.cluster.utils.ClusterUtils attribute) DATASETS (in module relevanceai.constants.constants) datasets (relevanceai._api.endpoints.api_client.APIEndpointsClient property) DatasetsClient (class in relevanceai._api.endpoints.datasets.datasets) date() (relevanceai.dataset.series.Series method) davies_bouldin_score() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) debug (relevanceai.utils.logger.AbstractLogger attribute) decode_workflow_token() (in module relevanceai.utils.base64_decode) deduplicate() (relevanceai.operations_new.dataset_ops.Operations method) DEFAULT_MODEL (relevanceai.constants.warning.Warning attribute) define_evaluator() (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps method) define_loss() (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps method) delete (relevanceai._api.endpoints.datasets.field_children.FieldChildrenClient attribute) delete() (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient method) (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) (relevanceai.dataset.write.write.Write method), [1] delete_app() (relevanceai.dataset.apps.manage_apps.ManageApps method) delete_centroid_by_id() (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient method) (relevanceai.operations.cluster.centroids.Centroids method) delete_dataset() (relevanceai.client.client.Client method), [1], [2] delete_documents() (relevanceai.dataset.write.write.Write method), [1] delete_field_children() (relevanceai._api.endpoints.datasets.field_children.FieldChildrenClient method) (relevanceai.dataset.read.read.Read method), [1] delete_fields() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) delete_pull_update_push_logs() (relevanceai._api.batch.insert.BatchInsertClient method) delete_where() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) dendrogram_method() (in module relevanceai.recipes.model_observability.cluster.choosing_clusters) deploy() (relevanceai.apps.explorer_app.base.ExplorerBase method) (relevanceai.apps.report_app.base.ReportBase method) DeployableClient (class in relevanceai._api.endpoints.deployables.deployables) deployables (relevanceai._api.endpoints.api_client.APIEndpointsClient property) deprecated() (in module relevanceai.utils.decorators.version) deprecated_error() (in module relevanceai.utils.decorators.version) DEPRECEATED (relevanceai.constants.messages.Messages attribute) DEPRECEATED_DOCSTRING (relevanceai.constants.messages.Messages attribute)

describe() (relevanceai.dataset.read.statistics.Statistics method) (relevanceai.dataset.read.statistics.statistics.Statistics method), [1] details() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai.apps.report_app.blocks.ReportBlocks method) DEV_URL (in module relevanceai.constants.links) df_to_dashboard() (in module relevanceai.workflow.csv_to_dashboard) dict (in module relevanceai.operations.cluster.constants) dict() (relevanceai.client.helpers.Credentials method) DictExport (class in relevanceai.dataset.io.export.dict), [1] dim_reduce() (relevanceai.operations.dr.base.DimReduction static method) DIM_REDUCTION (in module relevanceai.operations.cluster.constants) DIM_REDUCTION_DEFAULT_ARGS (in module relevanceai.operations.cluster.constants) dimensionality_reduction (relevanceai.operations.operations.Operations attribute) DimensionalityReduction (class in relevanceai.operations.auto.dr) DimReduction (class in relevanceai.operations.dr.base) DimReductionBase (class in relevanceai.operations.dr.base) DimReductionModelBase (class in relevanceai.operations_new.dr.models.base) DimReductionOps (class in relevanceai.operations_new.dr.ops) DimReductionOps() (relevanceai.client.operators.Operators method) DimReductionTransform (class in relevanceai.operations_new.dr.transform) disable_analytics_tracking() (relevanceai.client.client.Client method), [1] displacement_from_unit_line() (bias_plot.BiasIndicator method) distance_from_centroid() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) distance_from_centroid_to_another() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) diversity() (relevanceai._api.endpoints.services.recommend.RecommendClient method) (relevanceai._api.endpoints.services.search.SearchClient method) (relevanceai._api.endpoints.services.tagger.TaggerClient method) DO_NOT_REPEAT_STATUS_CODES (in module relevanceai.utils.transport) DO_NOT_STORE (in module relevanceai.operations_new.transform_base) doc_utils (in module relevanceai.operations.vector.local_nearest_neighbours) DocReadUtils (class in relevanceai.utils.doc_utils.read_utils) docs (relevanceai.client.client.Client attribute) Document (class in relevanceai.utils.doc_utils.doc_utils) document_card() (relevanceai.apps.explorer_app.app.ExplorerApp method) document_diff() (relevanceai._api.endpoints.services.services.ServicesClient method) DocumentList (class in relevanceai.utils.doc_utils.doc_utils) documents() (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient method) documents_closest_to_center (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient attribute) documents_furthest_from_center (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient attribute) DocumentsClient (class in relevanceai._api.endpoints.datasets.documents) DocUtils (class in relevanceai.utils.doc_utils.doc_utils) DocWriteUtils (class in relevanceai.utils.doc_utils.write_utils) dtype (relevanceai.utils.filters.Filter property) dunn_index() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator static method)

E

elbow_method() (in module relevanceai.recipes.model_observability.cluster.choosing_clusters) EmbeddingsExtractor (class in relevanceai.operations_new.processing.feature_extractor) EmotionOps (class in relevanceai.operations_new.emotion.ops) EmotionTransform (class in relevanceai.operations_new.emotion.transform) enable_print() (in module relevanceai.utils.decorators.silence) encode() (relevanceai.operations_new.vectorize.models.base.VectorizeModelBase method) (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) (relevanceai.operations_new.vectorize.models.image.tfhub.model.TFHubImage2Vec method) (relevanceai.operations_new.vectorize.models.text.sentence_transformers.model.SentenceTransformer2Vec method) (relevanceai.operations_new.vectorize.models.text.tfhub.model.TFHubText2Vec method) encode_chunk_documents() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) encode_documents() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) (relevanceai.operations_new.vectorize.models.base.VectorizeModelBase method) encode_image() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) encode_text() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) encode_video() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) encode_workflow_config() (in module relevanceai.utils.base64_decode) ENCODERS_BY_TYPE (in module relevanceai.utils.json_encoder) END (relevanceai.utils.print_formats.COLOR attribute) error (relevanceai.utils.logger.AbstractLogger attribute) euclidean_distance_matrix() (in module relevanceai.utils.distances.euclidean_distance) example_datasets (relevanceai._api.endpoints.api_client.APIEndpointsClient property) example_documents() (in module relevanceai.utils.datasets), [1] ExampleDatasets (class in relevanceai.utils.datasets), [1] exists() (relevanceai.dataset.series.Series method) explain() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method)

explain_chunk() (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) explain_clusters() (relevanceai.operations_new.cluster.text.explainer.ops.TextClusterExplainerOps method) explain_clusters_relational() (relevanceai.operations_new.cluster.text.explainer.ops.TextClusterExplainerOps method) explain_from_vector() (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) explain_text_clusters() (relevanceai.operations_new.cluster.ops.ClusterOps method) explainer (relevanceai.operations.text.sentiment.sentiments.SentimentOps property) (relevanceai.operations_new.sentiment.transform.SentimentTransform property) ExploreAuto (class in relevanceai.apps.explorer_app.auto) EXPLORER_APP_LINK (in module relevanceai.constants.links) ExplorerApp (class in relevanceai.apps.explorer_app.app) ExplorerBase (class in relevanceai.apps.explorer_app.base) Export (class in relevanceai.dataset.io.export) (class in relevanceai.dataset.io.export.export) extract_emotion() (relevanceai.operations_new.dataset_ops.Operations method) extract_keyphrase() (relevanceai.operations_new.processing.text.keywords.transform.KeyWordTransform method) extract_keyphrases() (relevanceai.operations_new.processing.text.keywords.transform.KeyWordTransform method) extract_keywords() (relevanceai.operations_new.dataset_ops.Operations method) extract_ner() (relevanceai.operations_new.dataset_ops.Operations method) (relevanceai.operations_new.processing.text.ner.transform.ExtractNER method) extract_ner_from_document() (relevanceai.operations_new.processing.text.ner.transform.ExtractNER method) extract_nouns() (relevanceai.operations_new.dataset_ops.Operations method) (relevanceai.operations_new.processing.text.extract_nouns.transform.ExtractNounsTransform method) extract_sentiment() (relevanceai.operations_new.dataset_ops.Operations method) ExtractNER (class in relevanceai.operations_new.processing.text.ner.transform) ExtractNEROps (class in relevanceai.operations_new.processing.text.ner.ops) ExtractNounsOps (class in relevanceai.operations_new.processing.text.extract_nouns.ops) ExtractNounsTransform (class in relevanceai.operations_new.processing.text.extract_nouns.transform)

F

facets() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai._api.endpoints.services.cluster.ClusterClient method) (relevanceai.apps.explorer_app.app.ExplorerApp method) (relevanceai.dataset.read.read.Read method), [1] (relevanceai.dataset.read.statistics.Statistics method) (relevanceai.dataset.read.statistics.statistics.Statistics method), [1] FAIL_MESSAGE (relevanceai.constants.messages.Messages attribute) FAILED (relevanceai._api.endpoints.workflows.workflows.WorkflowStatus attribute) failed_ids (relevanceai.utils.concurrency.Push property) FaissModel (class in relevanceai.operations_new.cluster.models.faiss.base) fast_search() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) FeatureExtractor (class in relevanceai.operations_new.processing.feature_extractor) fetch_mongo_collection_data() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) fetch_text_and_labels_from_dataset() (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps method) field (relevanceai.utils.filter_helper.Filter attribute) FIELD_MISMATCH (relevanceai.constants.warning.Warning attribute) FieldChildrenClient (class in relevanceai._api.endpoints.datasets.field_children) FieldNotFoundError fields (relevanceai.operations_new.dr.transform.DimReductionTransform attribute) (relevanceai.operations_new.scaling.base.ScalerBase attribute) (relevanceai.operations_new.vectorize.transform.VectorizeTransform attribute) FileLogger (class in relevanceai.utils.logger) Filter (class in relevanceai.utils.filter_helper) (class in relevanceai.utils.filters), [1] filter() (relevanceai.dataset.read.read.Read method), [1] (relevanceai.dataset.series.Series method) filter_docs_for_fields() (relevanceai.utils.doc_utils.read_utils.DocReadUtils method) filter_type (relevanceai.utils.filter_helper.Filter attribute) find_max_vertex() (relevanceai.operations_new.cooccurrence_network.transform.CoOccurNetTransform method) fine_tune() (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps method) (relevanceai.operations.text_finetuning.unsupervised_finetuning_ops.GPLOps method) fire_and_forget() (in module relevanceai.utils.decorators.thread) firebase_uid (relevanceai.client.helpers.Credentials attribute) FireBaseUIDNotFoundError fit() (relevanceai.operations.dr.base.DimReductionBase method) (relevanceai.operations.dr.models.pca.PCA method) (relevanceai.operations.dr.ops.ReduceDimensionsOps method) (relevanceai.operations_new.cluster.batch.ops.BatchClusterOps method) (relevanceai.operations_new.cluster.models.base.ClusterModelBase method) (relevanceai.operations_new.cluster.models.faiss.base.FaissModel method) (relevanceai.operations_new.cluster.models.sklearn.base.SklearnModel method) (relevanceai.operations_new.dr.models.base.DimReductionModelBase method) (relevanceai.operations_new.dr.models.ivis.IvisModel method) (relevanceai.operations_new.dr.models.pca.PCAModel method) (relevanceai.operations_new.dr.models.tsne.TSNEModel method) (relevanceai.operations_new.dr.models.umap.UMAPModel method) (relevanceai.operations_new.scaling.models.base.ScalerModelBase method) (relevanceai.operations_new.scaling.models.sklearn.SKLearnScaler method)

fit_dataset() (relevanceai.operations.text.sentiment.sentiment_workflow.SentimentWorkflow method), [1], [2], [3] (relevanceai.workflow.base.Workflow method) fit_documents() (relevanceai.operations.cluster.base.ClusterBase method) (relevanceai.operations.dr.base.DimReductionBase method) fit_predict() (relevanceai.operations.cluster.algorithms.community_detection.CommunityDetection method) (relevanceai.operations.cluster.base.BatchClusterBase method) (relevanceai.operations.cluster.base.ClusterBase method) (relevanceai.operations.cluster.base.SklearnCentroidBase method) (relevanceai.operations.cluster.sub.SubClusterOps method), [1], [2] (relevanceai.operations_new.cluster.models.base.ClusterModelBase method) (relevanceai.operations_new.cluster.models.faiss.base.FaissModel method) (relevanceai.operations_new.cluster.models.sentence_transformers.community_detection.CommunityDetection method) (relevanceai.operations_new.cluster.models.sklearn.base.SklearnModel method) fit_predict_documents() (relevanceai.operations_new.cluster.transform.ClusterTransform method) fit_predict_update() (relevanceai.operations.cluster.cluster.ClusterWriteOps method), [1] fit_transform() (relevanceai.operations.dr.base.DimReductionBase method) (relevanceai.operations.dr.models.ivis.Ivis method) (relevanceai.operations.dr.models.pca.PCA method) (relevanceai.operations.dr.models.tsne.TSNE method) (relevanceai.operations.dr.models.umap.UMAP method) (relevanceai.operations_new.dr.models.base.DimReductionModelBase method) (relevanceai.operations_new.dr.models.ivis.IvisModel method) (relevanceai.operations_new.dr.models.pca.PCAModel method) (relevanceai.operations_new.dr.models.tsne.TSNEModel method) (relevanceai.operations_new.dr.models.umap.UMAPModel method) (relevanceai.operations_new.scaling.models.base.ScalerModelBase method) (relevanceai.operations_new.scaling.models.sklearn.SKLearnScaler method) fit_transform_documents() (relevanceai.operations.dr.base.DimReductionBase method) flatten_inner_indxs() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter static method) format_cluster_label() (relevanceai.operations_new.cluster.transform.ClusterTransform method) format_cluster_labels() (relevanceai.operations_new.cluster.transform.ClusterTransform method) format_subcluster_label() (relevanceai.operations_new.cluster.sub.ops.SubClusterOps method) format_subcluster_labels() (relevanceai.operations_new.cluster.sub.ops.SubClusterOps method) forward() (relevanceai.operations_new.processing.feature_extractor.EmbeddingsExtractor method) (relevanceai.operations_new.processing.feature_extractor.FeatureExtractor method) from_client() (relevanceai.operations.base.BaseOps class method) (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps class method) (relevanceai.operations.text_finetuning.unsupervised_finetuning_ops.GPLOps class method) from_credentials() (relevanceai.operations.base.BaseOps class method) (relevanceai.operations_new.ops_base.OperationAPIBase class method) from_dataset() (relevanceai.operations.base.BaseOps class method) (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps class method) (relevanceai.operations.text_finetuning.unsupervised_finetuning_ops.GPLOps class method) (relevanceai.operations_new.ops_base.OperationAPIBase class method) from_token() (relevanceai.operations.base.BaseOps class method) full_cluster_field (relevanceai.operations_new.cluster.batch.transform.BatchClusterTransform property) furthest() (relevanceai.operations.cluster.centroids.Centroids method) (relevanceai.operations.cluster.cluster.ClusterOps method), [1] furthest_clusters() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method)

G

generate_text_list() (relevanceai.operations.labels.labels.LabelOps method) generate_text_list_from_documents() (relevanceai.operations.labels.labels.LabelOps method) get() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) (relevanceai._api.endpoints.workflows.workflows.WorkflowsClient method) (relevanceai.dataset.read.read.Read method), [1] (relevanceai.utils.doc_utils.doc_utils.Document method) (relevanceai.utils.filters.Filter method) get_after_ids_for_workflows() (relevanceai.dataset.read.read.Read method), [1] get_all_documents() (relevanceai.dataset.read.read.Read method), [1] get_app() (relevanceai.dataset.apps.manage_apps.ManageApps method) get_app_ids_by_name() (relevanceai.dataset.apps.manage_apps.ManageApps method) get_bar() (relevanceai.utils.progress_bar.ProgressBar method) get_centers() (relevanceai.operations.cluster.base.CentroidBase method) (relevanceai.operations.cluster.base.HDBSCANClusterBase method) (relevanceai.operations.cluster.base.SklearnCentroidBase method) get_centroid_documents() (relevanceai.operations.cluster.base.AdvancedCentroidClusterBase method) (relevanceai.operations.cluster.base.CentroidBase method) (relevanceai.operations.cluster.base.HDBSCANClusterBase method) (relevanceai.operations.cluster.base.SklearnCentroidBase method) (relevanceai.operations_new.cluster.ops.ClusterOps method) (relevanceai.operations_new.cluster.sub.ops.SubClusterOps method) get_centroid_from_id() (relevanceai.operations_new.cluster.ops.ClusterOps method) get_centroids_from_model() (relevanceai.operations_new.cluster.models.base.ClusterModelBase method) get_chunk() (relevanceai.utils.doc_utils.chunk_doc_utils.ChunkDocUtils class method) get_cluster_summary() (relevanceai.operations.cluster.cluster.ClusterOps static method) get_clusters_labels() (relevanceai.operations_new.cooccurrence_network.transform.CoOccurNetTransform method) get_coco_dataset() (in module relevanceai.utils.datasets), [1] get_combinations() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) get_cosine_similarity() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) get_cosine_similarity_scores() (bias_plot.BiasIndicator method) (in module relevanceai.utils.distances.cosine_similarity) get_data() (relevanceai.operations.preprocessing.text.base_text_processing.MLStripper method) (relevanceai.operations_new.processing.text.clean.helpers.MLStripper method) get_dataset() (relevanceai.utils.datasets.ExampleDatasets method), [1] get_default_vector_field_name() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) get_df_table() (relevanceai.operations_new.cooccurrence_network.transform.WordDictionary method) get_docs() (relevanceai.operations_new.cooccurrence_network.transform.WordDictionary method) get_documents() (relevanceai.dataset.read.read.Read method), [1] get_documents_by_ids() (relevanceai.dataset.read.read.Read method), [1] get_dr_vector_field_name() (relevanceai.operations.dr.base.DimReductionBase method) get_dtypes() (relevanceai.dataset.dataset.Dataset method) get_dummy_ecommerce_dataset() (in module relevanceai.utils.datasets) get_ebay_app_review_dataset() (in module relevanceai.utils.datasets), [1] get_ebay_app_review_encoded_dataset() (in module relevanceai.utils.datasets), [1] get_ecommerce_1_dataset() (in module relevanceai.utils.datasets) get_ecommerce_2_dataset() (in module relevanceai.utils.datasets) get_ecommerce_3_dataset() (in module relevanceai.utils.datasets) get_ecommerce_dataset() (in module relevanceai.utils.datasets) get_ecommerce_dataset_clean() (in module relevanceai.utils.datasets), [1] get_ecommerce_dataset_encoded() (in module relevanceai.utils.datasets), [1] get_field() (relevanceai.utils.doc_utils.read_utils.DocReadUtils class method) get_field_across_chunks() (relevanceai.utils.doc_utils.chunk_doc_utils.ChunkDocUtils class method)

get_field_across_documents() (relevanceai.utils.doc_utils.read_utils.DocReadUtils method) get_fields() (relevanceai.utils.doc_utils.read_utils.DocReadUtils class method) get_fields_across_document() (relevanceai.utils.doc_utils.read_utils.DocReadUtils method) get_fields_across_documents() (relevanceai.utils.doc_utils.read_utils.DocReadUtils method) get_file_upload_urls() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) get_flipkart_dataset() (in module relevanceai.utils.datasets), [1] get_games_dataset() (in module relevanceai.utils.datasets), [1] get_id() (relevanceai.operations_new.cooccurrence_network.transform.WordDictionary method) get_ids() (relevanceai.operations_new.cooccurrence_network.transform.WordDictionary method) get_iris_dataset() (in module relevanceai.utils.datasets), [1] get_json_size() (in module relevanceai.utils.decorators.analytics) get_label_document() (relevanceai.operations_new.label.transform.LabelTransform method) get_media_documents() (relevanceai.dataset.write.write.Write method), [1] get_metadata() (relevanceai.dataset.read.read.Read method), [1] get_model() (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps method) (relevanceai.operations.text_finetuning.unsupervised_finetuning_ops.GPLOps method) get_mongo_collection() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) get_mongo_db() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) get_nearest_neighbours() (relevanceai.operations.vector.local_nearest_neighbours.NearestNeighbours static method) get_news_dataset() (in module relevanceai.utils.datasets), [1] get_ngrams() (relevanceai.operations.labels.labels.LabelOps method) get_number_of_documents() (relevanceai._api.batch.retrieve.BatchRetrieveClient method) get_online_ecommerce_dataset() (in module relevanceai.utils.datasets), [1] get_online_retail_dataset() (in module relevanceai.utils.datasets), [1] get_operation_metadata() (relevanceai.operations_new.label.transform.LabelTransform method) (relevanceai.operations_new.processing.text.extract_nouns.ops.ExtractNounsOps method) (relevanceai.operations_new.text_tagging.transform.TextTagTransform method) (relevanceai.operations_new.transform_base.TransformBase method) get_option() (relevanceai.constants.config.Config method) get_palmer_penguins_dataset() (in module relevanceai.utils.datasets), [1] get_ptp_args() (in module relevanceai.operations_new.dataset_ops) get_realestate_dataset() (in module relevanceai.utils.datasets), [1] get_result() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) get_sample_ecommerce_dataset() (in module relevanceai.utils.datasets) get_settings() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai.dataset.read.read.Read method), [1] get_shap_values() (relevanceai.operations.text.sentiment.sentiments.SentimentOps method), [1], [2], [3] (relevanceai.operations_new.sentiment.transform.SentimentTransform method) get_titanic_dataset() (in module relevanceai.utils.datasets), [1] get_transformers_device() (relevanceai.operations_new.transform_base.TransformBase method) get_unique_labels() (relevanceai.operations.cluster.base.HDBSCANClusterBase method) (relevanceai.operations.cluster.base.SklearnCentroidBase method) get_where() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) get_word() (relevanceai.operations_new.cooccurrence_network.transform.WordDictionary method) get_word_combinations() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) get_word_count() (relevanceai.operations.labels.labels.LabelOps method) get_word_frequency() (relevanceai.operations.preprocessing.text.base_text_processing.BaseTextProcessing static method) (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) getsizeof() (in module relevanceai.utils.helpers.helpers) GLOBAL_DATASETS (in module relevanceai.constants.constants) GPLOps (class in relevanceai.operations.text_finetuning.unsupervised_finetuning_ops) GREEN (relevanceai.utils.print_formats.COLOR attribute) GROUPBY_MAPPING (in module relevanceai.operations.cluster.constants) gui() (relevanceai.apps.report_app.base.ReportBase method)

H

h1() (relevanceai.apps.report_app.blocks.ReportBlocks method) h2() (relevanceai.apps.report_app.blocks.ReportBlocks method) h3() (relevanceai.apps.report_app.blocks.ReportBlocks method) HALF_CHUNK_CODES (in module relevanceai.constants.constants) handle_data() (relevanceai.operations.preprocessing.text.base_text_processing.MLStripper method) (relevanceai.operations_new.processing.text.clean.helpers.MLStripper method) has_printed_vector_field_name (relevanceai.operations_new.vectorize.models.base.VectorizeModelBase attribute) HDBSCANClusterBase (class in relevanceai.operations.cluster.base) head (relevanceai.dataset.series.Series attribute) head() (relevanceai.dataset.read.read.Read method), [1], [2] health() (relevanceai._api.endpoints.datasets.monitor.MonitorClient method) (relevanceai.dataset.read.statistics.Statistics method) (relevanceai.dataset.read.statistics.statistics.Statistics method), [1]

health_check() (relevanceai.dataset.read.statistics.statistics.Statistics method) hierarchy_linkage() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) highlight() (relevanceai.apps.report_app.marks.ReportMarks method) HOMOGENEITY_INFO (in module relevanceai.operations.cluster.constants) host_media_documents (relevanceai.dataset.write.write.Write attribute) host_media_documents() (relevanceai.dataset.write.write.Write method) hybrid() (relevanceai._api.endpoints.services.search.SearchClient method) hybrid_search() (relevanceai.operations.operations.Operations method) (relevanceai.operations.vector.search.SearchOps method)

I

identify() (in module relevanceai.utils.decorators.analytics) image() (relevanceai.apps.report_app.blocks.ReportBlocks method) image_resize() (relevanceai.operations.preprocessing.image.base_image_processing.ImageTools method) (relevanceai.operations_new.vectorize.models.image.tfhub.model.TFHubImage2Vec method) ImageTools (class in relevanceai.operations.preprocessing.image.base_image_processing) IMG_EXTS (in module relevanceai.constants.constants) import_from_string() (relevanceai.operations_new.cluster.models.base.ClusterModelBase static method) (relevanceai.operations_new.scaling.models.base.ScalerModelBase static method) IN_PROGRESS (relevanceai._api.endpoints.workflows.workflows.WorkflowStatus attribute) INDEX_STRING (relevanceai.constants.warning.Warning attribute) info (relevanceai.utils.logger.AbstractLogger attribute) info() (relevanceai.dataset.read.read.Read method), [1], [2] init() (relevanceai.operations.base.BaseOps class method) inline_code() (relevanceai.apps.report_app.marks.ReportMarks method) Input (class in relevanceai.workflow.sequential), [1] insert() (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient method) (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai.dataset.read.metadata.Metadata method), [1] (relevanceai.utils.doc_utils.doc_utils.DocumentList method) INSERT_BAD (relevanceai.constants.messages.Messages attribute) insert_centroids() (relevanceai.operations.cluster.cluster.ClusterOps method) (relevanceai.operations.cluster.cluster.ClusterWriteOps method), [1] (relevanceai.operations_new.cluster.ops.ClusterOps method) insert_csv() (relevanceai.dataset.write.write.Write method), [1] insert_df (relevanceai.dataset.write.write.Write attribute) insert_df() (relevanceai._api.batch.insert.BatchInsertClient method) (relevanceai.dataset.write.write.Write method) insert_documents() (relevanceai.dataset.write.write.Write method), [1] INSERT_GOOD (relevanceai.constants.messages.Messages attribute) insert_list() (relevanceai.dataset.write.write.Write method), [1] insert_local_media() (relevanceai.dataset.write.write.Write method), [1] insert_local_medias() (relevanceai.dataset.write.write.Write method), [1] insert_media_bytes() (relevanceai.dataset.write.write.Write method), [1]

insert_media_folder() (relevanceai.dataset.write.write.Write method), [1] insert_media_url() (relevanceai.dataset.write.write.Write method), [1] insert_media_urls() (relevanceai.dataset.write.write.Write method), [1] insert_metadata() (relevanceai.dataset.read.read.Read method), [1] insert_pandas_dataframe() (relevanceai.dataset.write.write.Write method), [1] internal_overview_report() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) internal_report() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) IO (class in relevanceai.dataset.io.io) is_chunk_valid() (relevanceai.operations_new.ops_run.OperationRun method) is_empty() (relevanceai.dataset.dataset.Dataset method), [1] is_empty_vector() (relevanceai.operations.vector.base.Base2Vec method) (relevanceai.operations_new.cluster.text.explainer.base.BaseExplainer method) is_faiss_available() (in module relevanceai.utils.integration_checks) is_field() (relevanceai.utils.doc_utils.read_utils.DocReadUtils class method) is_field_across_documents() (relevanceai.utils.doc_utils.read_utils.DocReadUtils method) is_greyscale() (relevanceai.operations.preprocessing.image.base_image_processing.ImageTools method) (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) is_hdbscan_available() (in module relevanceai.utils.integration_checks) is_in_ipython() (relevanceai.utils.progress_bar.ProgressBar static method) is_in_notebook() (relevanceai.utils.progress_bar.ProgressBar method) is_pandas_available() (in module relevanceai.utils.integration_checks) is_plotly_available() (in module relevanceai.utils.integration_checks) is_scipy_available() (in module relevanceai.utils.integration_checks) is_sentencetransformer_available() (in module relevanceai.utils.integration_checks) is_sklearn_available() (in module relevanceai.utils.integration_checks) is_tracking_enabled() (in module relevanceai.utils.decorators.analytics) is_transformers_available() (in module relevanceai.utils.integration_checks) is_url_working() (relevanceai.operations.vector.base.Base2Vec static method) isnull() (relevanceai.dataset.read.read.Read method) italic() (relevanceai.apps.report_app.marks.ReportMarks method) items() (relevanceai.utils.doc_utils.doc_utils.Document method) Ivis (class in relevanceai.operations.dr.models.ivis) IvisModel (class in relevanceai.operations_new.dr.models.ivis)

J

json() (relevanceai.utils.doc_utils.doc_utils.Document method) (relevanceai.utils.doc_utils.doc_utils.DocumentList method)

json_encoder() (in module relevanceai.utils.json_encoder) (relevanceai.utils.json_encoder.JSONEncoderUtils method) JSONEncoderUtils (class in relevanceai.utils.json_encoder)

K

keyphrase_model (relevanceai.operations_new.processing.text.keywords.transform.KeyWordTransform property) keyphrases() (relevanceai.operations.labels.labels.LabelOps method) keys() (relevanceai.utils.doc_utils.doc_utils.Document method)

KeyWordOps (class in relevanceai.operations_new.processing.text.keywords.ops) KeyWordTransform (class in relevanceai.operations_new.processing.text.keywords.transform) KNN() (relevanceai._api.endpoints.services.prediction.PredictionClient method) KNN_from_results() (relevanceai._api.endpoints.services.prediction.PredictionClient method)

L

label() (relevanceai.operations_new.dataset_ops.Operations method) label_clusters() (relevanceai.apps.explorer_app.app.ExplorerApp method) (relevanceai.dataset.dataset.Dataset method), [1] label_document() (relevanceai.operations.labels.labels.LabelOps method) label_from_common_words() (relevanceai.operations.labels.labels.LabelOps method) label_from_dataset() (relevanceai.operations.labels.labels.LabelOps method) (relevanceai.operations_new.dataset_ops.Operations method) label_from_list() (relevanceai.operations.labels.labels.LabelOps method) (relevanceai.operations.operations.Operations method) label_mapping (relevanceai.operations.text.sentiment.sentiments.SentimentOps property) (relevanceai.operations_new.sentiment.transform.SentimentTransform property) label_vector() (relevanceai.operations.labels.labels.LabelOps method) LabelOps (class in relevanceai.operations.labels.labels) (class in relevanceai.operations_new.label.ops) LabelOps() (relevanceai.client.operators.Operators method) labels (relevanceai.operations_new.cluster.ops.ClusterOps property) LabelTransform (class in relevanceai.operations_new.label.transform) largest_indices() (in module relevanceai.utils.distances.cosine_similarity) LATEST_VERSION (relevanceai.constants.warning.Warning attribute) launch_cluster_app() (relevanceai.operations.operations.Operations method), [1] launch_explore_app() (relevanceai.dataset.apps.launch_apps.LaunchApps method) launch_search_app() (relevanceai.dataset.apps.launch_apps.LaunchApps method) (relevanceai.dataset.dataset.Dataset method) LaunchApps (class in relevanceai.dataset.apps.launch_apps) lemmatize() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) link() (relevanceai.apps.report_app.marks.ReportMarks method) list (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient attribute) list() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) (relevanceai._api.endpoints.datasets.field_children.FieldChildrenClient method) (relevanceai._api.endpoints.datasets.tasks.TasksClient method) (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) (relevanceai._api.endpoints.workflows.workflows.WorkflowsClient method) list_aliases() (relevanceai.dataset.series.Series method) list_all() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method)

list_apps() (relevanceai.dataset.apps.manage_apps.ManageApps method) list_closest (relevanceai.operations.cluster.cluster.ClusterOps attribute) list_closest() (relevanceai.operations.cluster.cluster.ClusterOps method), [1] (relevanceai.operations_new.cluster.ops.ClusterOps method) list_closest_to_center() (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient method) (relevanceai.dataset.read.cluster.ClusterRead method) list_cluster_aliases() (relevanceai.dataset.read.read.Read method) list_cluster_fields() (relevanceai.dataset.read.read.Read method) list_cluster_ids() (relevanceai.operations.cluster.utils.ClusterUtils method) (relevanceai.operations_new.cluster.ops.ClusterOps method) list_datasets() (relevanceai.client.client.Client method), [1], [2] (relevanceai.utils.datasets.ExampleDatasets method), [1] list_deployables() (relevanceai.operations.operations.Operations method) list_doc_fields() (relevanceai.utils.doc_utils.read_utils.DocReadUtils static method) list_example_datasets() (in module relevanceai.utils.datasets), [1] list_field_children() (relevanceai.dataset.read.read.Read method), [1] list_furthest (relevanceai.operations.cluster.cluster.ClusterOps attribute) list_furthest() (relevanceai.operations.cluster.cluster.ClusterOps method), [1] (relevanceai.operations_new.cluster.ops.ClusterOps method) list_furthest_from_center() (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient method) LIST_SIZE_MULTIPLIER (in module relevanceai.constants.constants) list_to_tuple() (in module relevanceai.utils.list_to_tuple) list_unique() (relevanceai.operations.cluster.sub.SubClusterOps method), [1], [2] (relevanceai.operations.cluster.utils.ClusterUtils method) list_vector_fields() (relevanceai.dataset.read.read.Read method), [1] log (relevanceai._api.endpoints.datasets.datasets.DatasetsClient attribute) log() (in module relevanceai.utils.decorators.log) (relevanceai.utils.logger.FileLogger method) log_ids() (relevanceai._api.batch.local_logger.PullTransformPushLocalLogger method) log_response_to_file() (relevanceai.utils.transport.Transport method) logger (in module relevanceai.operations_new.ops_run) (relevanceai.utils.logger.LoguruLogger property) (relevanceai.utils.transport.Transport attribute) LoguruLogger (class in relevanceai.utils.logger) lower_text() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) lru_cache() (in module relevanceai.utils.cache)

M

make_async_http_request() (relevanceai.utils.transport.Transport method) make_http_request() (relevanceai.utils.transport.Transport method) make_id() (in module relevanceai.utils.helpers.helpers) make_suggestion() (relevanceai._api.endpoints.services.search.SearchClient method) ManageApps (class in relevanceai.dataset.apps.manage_apps) markdown() (relevanceai.apps.report_app.advanced_blocks.markdown.MarkdownBlock method) (relevanceai.apps.report_app.blocks.ReportBlocks method) MarkdownBlock (class in relevanceai.apps.report_app.advanced_blocks.markdown) MAX_CACHESIZE (in module relevanceai.constants.constants) maximum_spanning_tree() (relevanceai.operations_new.cooccurrence_network.transform.CoOccurNetTransform method) mean() (relevanceai.operations.cluster.groupby.ClusterGroupby method) mean_squared_error_score() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) merge() (relevanceai._api.endpoints.datasets.cluster.cluster.ClusterClient method) (relevanceai.operations.cluster.cluster.ClusterOps method), [1], [2] (relevanceai.operations_new.cluster.ops.ClusterOps method) Messages (class in relevanceai.constants.messages) Metadata (class in relevanceai.dataset.read.metadata), [1] metadata (relevanceai.dataset.read.read.Read property), [1] (relevanceai.operations.cluster.base.ClusterBase property) metadata() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai._api.endpoints.workflows.workflows.WorkflowsClient method) METRIC_DESCRIPTION (in module relevanceai.operations.cluster.constants) migrate() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) migrate_dataset() (in module relevanceai.utils.migration.migrate) MiniBatchKMeans (class in relevanceai.operations_new.cluster.batch.models.sklearn.minibatchkmeans) MISSING_ALIAS (relevanceai.constants.warning.Warning attribute) MISSING_FIELD (in module relevanceai.constants.errors) MISSING_PACKAGE (relevanceai.constants.warning.Warning attribute) MISSING_RELEVANCE_NOTEBOOK (relevanceai.constants.warning.Warning attribute) MissingClusterError MissingFieldError MissingPackageError MissingPackageExtraError MLStripper (class in relevanceai.operations.preprocessing.text.base_text_processing) (class in relevanceai.operations_new.processing.text.clean.helpers) mock_documents() (in module relevanceai.utils.datasets), [1] model (relevanceai.operations.cluster.base.HDBSCANClusterBase attribute) (relevanceai.operations_new.cluster.alias.ClusterAlias attribute) (relevanceai.operations_new.cluster.batch.models.sklearn.base.SklearnBatchClusterBase attribute) (relevanceai.operations_new.cluster.models.faiss.base.FaissModel attribute) (relevanceai.operations_new.cluster.transform.ClusterTransform attribute) (relevanceai.operations_new.dr.transform.DimReductionTransform attribute) (relevanceai.operations_new.scaling.base.ScalerBase attribute) model_kwargs (relevanceai.operations_new.cluster.alias.ClusterAlias attribute) model_name (relevanceai.operations_new.cluster.alias.ClusterAlias attribute) (relevanceai.operations_new.cluster.ops.ClusterOps attribute) (relevanceai.operations_new.dr.models.base.DimReductionModelBase attribute) (relevanceai.operations_new.scaling.models.base.ScalerModelBase attribute) (relevanceai.operations_new.vectorize.models.base.VectorizeModelBase attribute) (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec property) MODEL_NOT_SUPPORTED (relevanceai.constants.warning.Warning attribute) ModelNotSupportedError models (in module relevanceai.operations_new.cluster.models.sklearn.models) (in module relevanceai.operations_new.scaling.models.models) (relevanceai.operations_new.vectorize.transform.VectorizeTransform attribute) module bias_plot relevanceai relevanceai._api relevanceai._api.api_client relevanceai._api.batch relevanceai._api.batch.chunk relevanceai._api.batch.insert relevanceai._api.batch.local_logger relevanceai._api.batch.retrieve relevanceai._api.endpoints relevanceai._api.endpoints.admin relevanceai._api.endpoints.admin.admin relevanceai._api.endpoints.api_client relevanceai._api.endpoints.datasets relevanceai._api.endpoints.datasets.cluster relevanceai._api.endpoints.datasets.cluster.centroids relevanceai._api.endpoints.datasets.cluster.centroids.centroids relevanceai._api.endpoints.datasets.cluster.cluster relevanceai._api.endpoints.datasets.datasets relevanceai._api.endpoints.datasets.documents relevanceai._api.endpoints.datasets.field_children relevanceai._api.endpoints.datasets.monitor relevanceai._api.endpoints.datasets.tasks relevanceai._api.endpoints.deployables relevanceai._api.endpoints.deployables.deployables relevanceai._api.endpoints.services relevanceai._api.endpoints.services.aggregate relevanceai._api.endpoints.services.cluster relevanceai._api.endpoints.services.prediction relevanceai._api.endpoints.services.recommend relevanceai._api.endpoints.services.search relevanceai._api.endpoints.services.services relevanceai._api.endpoints.services.tagger relevanceai._api.endpoints.workflows relevanceai._api.endpoints.workflows.workflows relevanceai.apps relevanceai.apps.explorer_app relevanceai.apps.explorer_app.app relevanceai.apps.explorer_app.auto relevanceai.apps.explorer_app.base relevanceai.apps.report_app relevanceai.apps.report_app.advanced_blocks relevanceai.apps.report_app.advanced_blocks.advanced_blocks relevanceai.apps.report_app.advanced_blocks.altair relevanceai.apps.report_app.advanced_blocks.connected_charts relevanceai.apps.report_app.advanced_blocks.markdown relevanceai.apps.report_app.advanced_blocks.plotly relevanceai.apps.report_app.advanced_blocks.pyplot relevanceai.apps.report_app.app relevanceai.apps.report_app.base relevanceai.apps.report_app.blocks relevanceai.apps.report_app.marks relevanceai.apps.report_app.sections relevanceai.apps.report_app.sections.aggregate relevanceai.apps.report_app.sections.sections relevanceai.client relevanceai.client.cache relevanceai.client.client, [1] relevanceai.client.helpers relevanceai.client.operators relevanceai.constants relevanceai.constants.config relevanceai.constants.constants relevanceai.constants.errors relevanceai.constants.links relevanceai.constants.messages relevanceai.constants.stopwords relevanceai.constants.warning relevanceai.dataset relevanceai.dataset.apps relevanceai.dataset.apps.launch_apps relevanceai.dataset.apps.manage_apps relevanceai.dataset.dataset, [1] relevanceai.dataset.helpers relevanceai.dataset.io relevanceai.dataset.io.export relevanceai.dataset.io.export.csv, [1] relevanceai.dataset.io.export.dict, [1] relevanceai.dataset.io.export.export relevanceai.dataset.io.export.pandas, [1] relevanceai.dataset.io.io relevanceai.dataset.read relevanceai.dataset.read.cluster relevanceai.dataset.read.metadata, [1] relevanceai.dataset.read.read, [1] relevanceai.dataset.read.statistics relevanceai.dataset.read.statistics.statistics relevanceai.dataset.series relevanceai.dataset.write relevanceai.dataset.write.write, [1] relevanceai.operations relevanceai.operations.audio relevanceai.operations.auto relevanceai.operations.auto.cluster relevanceai.operations.auto.dr relevanceai.operations.base relevanceai.operations.cluster relevanceai.operations.cluster.algorithms relevanceai.operations.cluster.algorithms.community_detection relevanceai.operations.cluster.base relevanceai.operations.cluster.centroids relevanceai.operations.cluster.cluster, [1] relevanceai.operations.cluster.constants relevanceai.operations.cluster.groupby relevanceai.operations.cluster.models relevanceai.operations.cluster.models.community_detection relevanceai.operations.cluster.models.summarizer relevanceai.operations.cluster.partial, [1] relevanceai.operations.cluster.sub, [1], [2] relevanceai.operations.cluster.utils relevanceai.operations.dr relevanceai.operations.dr.base relevanceai.operations.dr.models relevanceai.operations.dr.models.ivis relevanceai.operations.dr.models.pca relevanceai.operations.dr.models.tsne relevanceai.operations.dr.models.umap relevanceai.operations.dr.ops relevanceai.operations.image relevanceai.operations.labels relevanceai.operations.labels.labels relevanceai.operations.operations relevanceai.operations.preprocessing relevanceai.operations.preprocessing.image relevanceai.operations.preprocessing.image.base_image_processing relevanceai.operations.preprocessing.scaling relevanceai.operations.preprocessing.text relevanceai.operations.preprocessing.text.base_text_processing relevanceai.operations.preprocessing.utils relevanceai.operations.preprocessing.utils.functools_extend relevanceai.operations.text relevanceai.operations.text.qa relevanceai.operations.text.qa.qa relevanceai.operations.text.sentiment relevanceai.operations.text.sentiment.sentiment_workflow, [1], [2], [3] relevanceai.operations.text.sentiment.sentiments, [1], [2], [3] relevanceai.operations.text_finetuning relevanceai.operations.text_finetuning.supervised_finetuning_ops relevanceai.operations.text_finetuning.unsupervised_finetuning_ops, [1] relevanceai.operations.vector relevanceai.operations.vector.base relevanceai.operations.vector.local_nearest_neighbours relevanceai.operations.vector.search relevanceai.operations.vector.vectorize relevanceai.operations.vector.vectorizer relevanceai.operations.viz relevanceai.operations.viz.cluster, [1] relevanceai.operations.viz.plot relevanceai.operations.viz.topic2vec relevanceai.operations.viz.topic2vec.plot_text_theme_model relevanceai.operations_new relevanceai.operations_new.cluster relevanceai.operations_new.cluster.alias relevanceai.operations_new.cluster.batch relevanceai.operations_new.cluster.batch.models relevanceai.operations_new.cluster.batch.models.base relevanceai.operations_new.cluster.batch.models.sklearn relevanceai.operations_new.cluster.batch.models.sklearn.base relevanceai.operations_new.cluster.batch.models.sklearn.minibatchkmeans relevanceai.operations_new.cluster.batch.ops relevanceai.operations_new.cluster.batch.transform relevanceai.operations_new.cluster.models relevanceai.operations_new.cluster.models.base relevanceai.operations_new.cluster.models.faiss relevanceai.operations_new.cluster.models.faiss.base relevanceai.operations_new.cluster.models.sentence_transformers relevanceai.operations_new.cluster.models.sentence_transformers.community_detection relevanceai.operations_new.cluster.models.sklearn relevanceai.operations_new.cluster.models.sklearn.base relevanceai.operations_new.cluster.models.sklearn.models relevanceai.operations_new.cluster.ops relevanceai.operations_new.cluster.sub relevanceai.operations_new.cluster.sub.ops relevanceai.operations_new.cluster.sub.transform relevanceai.operations_new.cluster.text relevanceai.operations_new.cluster.text.explainer relevanceai.operations_new.cluster.text.explainer.base relevanceai.operations_new.cluster.text.explainer.ops relevanceai.operations_new.cluster.transform relevanceai.operations_new.cooccurrence_network relevanceai.operations_new.cooccurrence_network.ops relevanceai.operations_new.cooccurrence_network.transform relevanceai.operations_new.dataset_ops relevanceai.operations_new.dr relevanceai.operations_new.dr.models relevanceai.operations_new.dr.models.base relevanceai.operations_new.dr.models.ivis relevanceai.operations_new.dr.models.pca relevanceai.operations_new.dr.models.tsne relevanceai.operations_new.dr.models.umap relevanceai.operations_new.dr.ops relevanceai.operations_new.dr.transform relevanceai.operations_new.emotion relevanceai.operations_new.emotion.ops relevanceai.operations_new.emotion.transform relevanceai.operations_new.label relevanceai.operations_new.label.ops relevanceai.operations_new.label.transform relevanceai.operations_new.ops_base relevanceai.operations_new.ops_manager relevanceai.operations_new.ops_run relevanceai.operations_new.processing relevanceai.operations_new.processing.feature_extractor relevanceai.operations_new.processing.text relevanceai.operations_new.processing.text.clean relevanceai.operations_new.processing.text.clean.helpers relevanceai.operations_new.processing.text.clean.ops relevanceai.operations_new.processing.text.clean.transform relevanceai.operations_new.processing.text.count relevanceai.operations_new.processing.text.count.ops relevanceai.operations_new.processing.text.count.transform relevanceai.operations_new.processing.text.extract_nouns relevanceai.operations_new.processing.text.extract_nouns.ops relevanceai.operations_new.processing.text.extract_nouns.transform relevanceai.operations_new.processing.text.html_clean relevanceai.operations_new.processing.text.html_clean.ops relevanceai.operations_new.processing.text.html_clean.transform relevanceai.operations_new.processing.text.keywords relevanceai.operations_new.processing.text.keywords.ops relevanceai.operations_new.processing.text.keywords.transform relevanceai.operations_new.processing.text.ner relevanceai.operations_new.processing.text.ner.ops relevanceai.operations_new.processing.text.ner.transform relevanceai.operations_new.processing.text.sentence_splitting relevanceai.operations_new.processing.text.sentence_splitting.ops relevanceai.operations_new.processing.text.sentence_splitting.transform relevanceai.operations_new.processing.text.translate relevanceai.operations_new.processing.text.translate.ops relevanceai.operations_new.processing.text.translate.transform relevanceai.operations_new.processing.transformers relevanceai.operations_new.processing.transformers.ops relevanceai.operations_new.processing.transformers.transform relevanceai.operations_new.scaling relevanceai.operations_new.scaling.base relevanceai.operations_new.scaling.models relevanceai.operations_new.scaling.models.base relevanceai.operations_new.scaling.models.models relevanceai.operations_new.scaling.models.sklearn relevanceai.operations_new.scaling.ops relevanceai.operations_new.sentiment relevanceai.operations_new.sentiment.ops relevanceai.operations_new.sentiment.transform relevanceai.operations_new.text_tagging relevanceai.operations_new.text_tagging.ops relevanceai.operations_new.text_tagging.transform relevanceai.operations_new.transform_base relevanceai.operations_new.vectorize relevanceai.operations_new.vectorize.ensemble relevanceai.operations_new.vectorize.image relevanceai.operations_new.vectorize.image.ops relevanceai.operations_new.vectorize.image.transform relevanceai.operations_new.vectorize.models relevanceai.operations_new.vectorize.models.audio relevanceai.operations_new.vectorize.models.base relevanceai.operations_new.vectorize.models.image relevanceai.operations_new.vectorize.models.image.clip relevanceai.operations_new.vectorize.models.image.clip.model relevanceai.operations_new.vectorize.models.image.mappings relevanceai.operations_new.vectorize.models.image.tfhub relevanceai.operations_new.vectorize.models.image.tfhub.model relevanceai.operations_new.vectorize.models.text relevanceai.operations_new.vectorize.models.text.mappings relevanceai.operations_new.vectorize.models.text.sentence_transformers relevanceai.operations_new.vectorize.models.text.sentence_transformers.model relevanceai.operations_new.vectorize.models.text.tfhub relevanceai.operations_new.vectorize.models.text.tfhub.model relevanceai.operations_new.vectorize.models.video relevanceai.operations_new.vectorize.ops relevanceai.operations_new.vectorize.text relevanceai.operations_new.vectorize.text.ops relevanceai.operations_new.vectorize.text.transform relevanceai.operations_new.vectorize.transform relevanceai.recipes relevanceai.recipes.model_observability relevanceai.recipes.model_observability.cluster relevanceai.recipes.model_observability.cluster.choosing_clusters relevanceai.recipes.model_observability.cluster.evaluator relevanceai.recipes.model_observability.cluster.report relevanceai.utils relevanceai.utils.base relevanceai.utils.base64_decode relevanceai.utils.cache relevanceai.utils.concurrency relevanceai.utils.config_mixin relevanceai.utils.creds_mixin relevanceai.utils.datasets, [1] relevanceai.utils.decorators relevanceai.utils.decorators.analytics relevanceai.utils.decorators.log relevanceai.utils.decorators.silence relevanceai.utils.decorators.thread relevanceai.utils.decorators.vectors relevanceai.utils.decorators.version relevanceai.utils.distances relevanceai.utils.distances.cosine_similarity relevanceai.utils.distances.euclidean_distance relevanceai.utils.doc_utils relevanceai.utils.doc_utils.chunk_doc_utils relevanceai.utils.doc_utils.doc_utils relevanceai.utils.doc_utils.errors relevanceai.utils.doc_utils.read_utils relevanceai.utils.doc_utils.write_utils relevanceai.utils.filter_helper relevanceai.utils.filters, [1] relevanceai.utils.helpers relevanceai.utils.helpers.helpers relevanceai.utils.integration_checks relevanceai.utils.json_encoder relevanceai.utils.list_to_tuple relevanceai.utils.logger relevanceai.utils.migration relevanceai.utils.migration.migrate relevanceai.utils.migration.mongo_to_relevance_ai relevanceai.utils.parse_workflow_token relevanceai.utils.print_formats relevanceai.utils.progress_bar relevanceai.utils.transport relevanceai.workflow relevanceai.workflow.base relevanceai.workflow.csv_to_dashboard relevanceai.workflow.diagrams relevanceai.workflow.diagrams.diagrams relevanceai.workflow.sequential, [1] text

mongo_document_count() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) mongo_summary() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) MongoImporter (class in relevanceai.utils.migration.mongo_to_relevance_ai) MonitorClient (class in relevanceai._api.endpoints.datasets.monitor) multiprocess() (in module relevanceai.utils.concurrency) multiprocess_list() (in module relevanceai.utils.concurrency) multistep_chunk() (relevanceai._api.endpoints.services.search.SearchClient method) multistep_chunk_search() (relevanceai.operations.operations.Operations method) (relevanceai.operations.vector.search.SearchOps method) multithread() (in module relevanceai.utils.concurrency)

N

name (relevanceai.operations_new.cluster.batch.models.base.BatchClusterModelBase property) (relevanceai.operations_new.cluster.batch.models.sklearn.minibatchkmeans.MiniBatchKMeans property) (relevanceai.operations_new.cluster.batch.transform.BatchClusterTransform property) (relevanceai.operations_new.cluster.models.base.ClusterModelBase property) (relevanceai.operations_new.cluster.models.sentence_transformers.community_detection.CommunityDetection property) (relevanceai.operations_new.cluster.text.explainer.ops.TextClusterExplainerOps property) (relevanceai.operations_new.cluster.transform.ClusterTransform property) (relevanceai.operations_new.cooccurrence_network.transform.CoOccurNetTransform property) (relevanceai.operations_new.dr.transform.DimReductionTransform property) (relevanceai.operations_new.emotion.ops.EmotionOps property) (relevanceai.operations_new.emotion.transform.EmotionTransform property) (relevanceai.operations_new.label.transform.LabelTransform property) (relevanceai.operations_new.processing.text.clean.ops.CleanTextOps property) (relevanceai.operations_new.processing.text.count.ops.CountTextOps property) (relevanceai.operations_new.processing.text.extract_nouns.transform.ExtractNounsTransform property) (relevanceai.operations_new.processing.text.html_clean.transform.CleanTextTransform property) (relevanceai.operations_new.processing.text.keywords.transform.KeyWordTransform property) (relevanceai.operations_new.processing.text.ner.transform.ExtractNER property) (relevanceai.operations_new.processing.text.sentence_splitting.transform.SentenceSplittingTransform property) (relevanceai.operations_new.processing.text.translate.ops.TranslateOps property) (relevanceai.operations_new.processing.transformers.transform.TransformersPipelineTransform property) (relevanceai.operations_new.scaling.base.ScalerBase property) (relevanceai.operations_new.sentiment.transform.SentimentTransform property) (relevanceai.operations_new.text_tagging.transform.TextTagTransform property) (relevanceai.operations_new.transform_base.TransformBase property) (relevanceai.operations_new.vectorize.transform.VectorizeTransform property)

name() (relevanceai.operations_new.processing.text.clean.transform.CleanTextTransform method) NCLUSTERS_GREATER_THAN_NDOCS (relevanceai.constants.warning.Warning attribute) NEAREST_NEIGHBOURS (in module relevanceai.operations.cluster.constants) NearestNeighbours (class in relevanceai.operations.vector.local_nearest_neighbours) NO_DOCUMENT_DETECTED (relevanceai.constants.warning.Warning attribute) NO_DOCUMENTS (in module relevanceai.constants.errors) NO_MODEL (in module relevanceai.constants.errors) NoDocumentsError NoModelError normalize_model_name() (relevanceai.operations_new.cluster.alias.ClusterAlias method) normalize_string() (relevanceai.operations_new.transform_base.OperationsCheck static method) normalize_text() (relevanceai.operations.preprocessing.text.base_text_processing.BaseTextProcessing static method) not_exists() (relevanceai.dataset.series.Series method) NullProgressBar (class in relevanceai.utils.progress_bar) numpy() (relevanceai.dataset.series.Series method)

O

OLD_AUSTRALIA_EAST (in module relevanceai.constants.constants) ONE_MB (in module relevanceai.constants.constants) OperationAPIBase (class in relevanceai.operations_new.ops_base) OperationManager (class in relevanceai.operations_new.ops_manager) OperationRun (class in relevanceai.operations_new.ops_run) Operations (class in relevanceai.operations.operations) (class in relevanceai.operations_new.dataset_ops)

OperationsAPILogger (class in relevanceai.operations_new.ops_base) OperationsCheck (class in relevanceai.operations_new.transform_base) Operators (class in relevanceai.client.operators) Ops (class in relevanceai.workflow.sequential), [1] options (relevanceai.constants.config.Config property) ordered_list() (relevanceai.apps.report_app.blocks.ReportBlocks method) Output (class in relevanceai.workflow.sequential), [1]

P

p (relevanceai.apps.report_app.blocks.ReportBlocks attribute) paginate() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) PandasExport (class in relevanceai.dataset.io.export.pandas), [1] paragraph() (relevanceai.apps.report_app.blocks.ReportBlocks method) parallel_preprocess_image() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) parse_json() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter static method) partial_fit() (relevanceai.operations.cluster.base.BatchClusterBase method) (relevanceai.operations_new.cluster.batch.models.base.BatchClusterModelBase method) (relevanceai.operations_new.cluster.batch.models.sklearn.base.SklearnBatchClusterBase method) (relevanceai.operations_new.cluster.batch.transform.BatchClusterTransform method) (relevanceai.operations_new.cluster.models.sklearn.base.SklearnModel method) partial_fit_dataset() (relevanceai.operations.cluster.partial.PartialClusterOps method), [1] partial_fit_documents() (relevanceai.operations.cluster.partial.PartialClusterOps method), [1] partial_fit_predict_update() (relevanceai.operations.cluster.partial.PartialClusterOps method), [1] PartialClusterOps (class in relevanceai.operations.cluster.partial), [1] PCA (class in relevanceai.operations.dr.models.pca) PCAModel (class in relevanceai.operations_new.dr.models.pca) Plot (class in relevanceai.operations.viz.plot) plot_basic_distributions() (relevanceai.operations.viz.cluster.ClusterVizOps method), [1] plot_boxplot() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) plot_by_method() (relevanceai.apps.report_app.advanced_blocks.advanced_blocks.ReportAdvancedBlocks method) plot_dendrogram() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) plot_distance_matrix() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) plot_distributions() (relevanceai.operations.viz.cluster.ClusterVizOps method), [1] plot_most_skewed() (relevanceai.operations.viz.cluster.ClusterVizOps method), [1] plotly() (relevanceai.apps.report_app.advanced_blocks.plotly.PlotlyReportBlock method) plotly_dendrogram() (relevanceai.apps.report_app.advanced_blocks.plotly.PlotlyReportBlock method) (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) PlotlyReportBlock (class in relevanceai.apps.report_app.advanced_blocks.plotly) post_metadata() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) post_run() (relevanceai.operations_new.cluster.ops.ClusterOps method) (relevanceai.operations_new.ops_run.OperationRun method) post_settings() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) predict() (relevanceai.operations.cluster.base.BatchClusterBase method) (relevanceai.operations_new.cluster.batch.models.base.BatchClusterModelBase method) (relevanceai.operations_new.cluster.batch.models.sklearn.base.SklearnBatchClusterBase method) (relevanceai.operations_new.cluster.models.base.ClusterModelBase method) (relevanceai.operations_new.cluster.models.faiss.base.FaissModel method) (relevanceai.operations_new.cluster.models.sentence_transformers.community_detection.CommunityDetection method) (relevanceai.operations_new.cluster.models.sklearn.base.SklearnModel method) predict_documents() (relevanceai.operations_new.cluster.batch.transform.BatchClusterTransform method) PredictionClient (class in relevanceai._api.endpoints.services.prediction) prepare_data_for_finetuning() (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps method) (relevanceai.operations.text_finetuning.unsupervised_finetuning_ops.GPLOps method)

prepare_media_documents() (relevanceai.dataset.write.write.Write method) prepend_report() (relevanceai.apps.report_app.app.ReportApp method) preprocess() (in module relevanceai.operations_new.cooccurrence_network.transform) (relevanceai.operations.text.sentiment.sentiments.SentimentOps method) (relevanceai.operations_new.sentiment.transform.SentimentTransform method) preprocess_black_and_white_image() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) preprocess_image() (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) preview_fields() (relevanceai.apps.explorer_app.app.ExplorerApp method) print_bold_message() (in module relevanceai.utils.print_formats) print_dashboard_message() (relevanceai.utils.transport.Transport method) print_dashboard_url() (relevanceai.utils.transport.Transport method) print_hashtag_message() (in module relevanceai.utils.print_formats) print_search_dashboard_url() (relevanceai._api.batch.insert.BatchInsertClient method) print_vector_field_name() (relevanceai.operations_new.vectorize.models.base.VectorizeModelBase method) process_image() (relevanceai.operations.preprocessing.image.base_image_processing.ImageTools static method) process_noun() (relevanceai.operations_new.processing.text.extract_nouns.transform.ExtractNounsTransform static method) process_token() (in module relevanceai.client.helpers) progress_bar() (in module relevanceai.utils.progress_bar) ProgressBar (class in relevanceai.utils.progress_bar) project (relevanceai.client.helpers.Credentials attribute) (relevanceai.dataset.io.export.csv.CSVExport attribute) (relevanceai.dataset.io.export.dict.DictExport attribute) (relevanceai.dataset.io.export.pandas.PandasExport attribute) (relevanceai.utils.transport.Transport attribute) ProjectNotFoundError PROJECTOR_APP_LINK (in module relevanceai.constants.links) pull_bar (relevanceai.operations_new.ops_run.PullTransformPush attribute) pull_count (relevanceai.operations_new.ops_run.PullTransformPush attribute) pull_dataset (relevanceai.operations_new.ops_run.PullTransformPush attribute) pull_thread (relevanceai.operations_new.ops_run.PullTransformPush attribute) pull_update_push() (relevanceai._api.batch.insert.BatchInsertClient method) pull_update_push_to_cloud() (relevanceai._api.batch.insert.BatchInsertClient method) PullTransformPush (class in relevanceai.operations_new.ops_run) PullTransformPushLocalLogger (class in relevanceai._api.batch.local_logger) PURPLE (relevanceai.utils.print_formats.COLOR attribute) Push (class in relevanceai.utils.concurrency) push_bar (relevanceai.operations_new.ops_run.PullTransformPush attribute) push_count (relevanceai.operations_new.ops_run.PullTransformPush attribute) push_dataset (relevanceai.operations_new.ops_run.PullTransformPush attribute) push_threads (relevanceai.operations_new.ops_run.PullTransformPush attribute) PYMONGO_AVAILABLE (in module relevanceai.utils.migration.mongo_to_relevance_ai) pypi_data (in module relevanceai) pyplot() (relevanceai.apps.report_app.advanced_blocks.pyplot.PyplotReportBlock method) pyplot_dendrogram() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) PyplotReportBlock (class in relevanceai.apps.report_app.advanced_blocks.pyplot)

Q

QAOps (class in relevanceai.operations.text.qa.qa) question_answer() (relevanceai.operations.operations.Operations method) (relevanceai.operations.text.qa.qa.QAOps method)

quote() (relevanceai.apps.report_app.blocks.ReportBlocks method)

R

RAND_INFO (in module relevanceai.operations.cluster.constants) rdir_cache_functions() (in module relevanceai.client.cache) Read (class in relevanceai.dataset.read.read), [1] read() (relevanceai.operations.preprocessing.image.base_image_processing.ImageTools method) (relevanceai.operations_new.vectorize.models.image.clip.model.ClipImage2Vec method) (relevanceai.operations_new.vectorize.models.image.tfhub.model.TFHubImage2Vec method) read_token_from_script() (in module relevanceai.utils.parse_workflow_token) receive_dataset() (relevanceai._api.endpoints.admin.admin.AdminClient method) (relevanceai.client.client.Client method), [1], [2] recommend() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) RecommendClient (class in relevanceai._api.endpoints.services.recommend) RED (relevanceai.utils.print_formats.COLOR attribute) reduce_dimensions() (relevanceai.operations.auto.dr.DimensionalityReduction method) reduce_dims() (relevanceai.operations.Operations method) (relevanceai.operations.operations.Operations method) (relevanceai.operations_new.dataset_ops.Operations method) ReduceDimensionsOps (class in relevanceai.operations.dr.ops) references (relevanceai.client.client.Client property) refresh() (relevanceai.apps.report_app.base.ReportBase method) region (relevanceai.client.helpers.Credentials attribute) region_to_url() (in module relevanceai.client.helpers) RegionNotFoundError register() (relevanceai.operations.preprocessing.utils.functools_extend.singledispatchmethod method) relevanceai module relevanceai._api module relevanceai._api.api_client module relevanceai._api.batch module relevanceai._api.batch.chunk module relevanceai._api.batch.insert module relevanceai._api.batch.local_logger module relevanceai._api.batch.retrieve module relevanceai._api.endpoints module relevanceai._api.endpoints.admin module relevanceai._api.endpoints.admin.admin module relevanceai._api.endpoints.api_client module relevanceai._api.endpoints.datasets module relevanceai._api.endpoints.datasets.cluster module relevanceai._api.endpoints.datasets.cluster.centroids module relevanceai._api.endpoints.datasets.cluster.centroids.centroids module relevanceai._api.endpoints.datasets.cluster.cluster module relevanceai._api.endpoints.datasets.datasets module relevanceai._api.endpoints.datasets.documents module relevanceai._api.endpoints.datasets.field_children module relevanceai._api.endpoints.datasets.monitor module relevanceai._api.endpoints.datasets.tasks module relevanceai._api.endpoints.deployables module relevanceai._api.endpoints.deployables.deployables module relevanceai._api.endpoints.services module relevanceai._api.endpoints.services.aggregate module relevanceai._api.endpoints.services.cluster module relevanceai._api.endpoints.services.prediction module relevanceai._api.endpoints.services.recommend module relevanceai._api.endpoints.services.search module relevanceai._api.endpoints.services.services module relevanceai._api.endpoints.services.tagger module relevanceai._api.endpoints.workflows module relevanceai._api.endpoints.workflows.workflows module relevanceai.apps module relevanceai.apps.explorer_app module relevanceai.apps.explorer_app.app module relevanceai.apps.explorer_app.auto module relevanceai.apps.explorer_app.base module relevanceai.apps.report_app module relevanceai.apps.report_app.advanced_blocks module relevanceai.apps.report_app.advanced_blocks.advanced_blocks module relevanceai.apps.report_app.advanced_blocks.altair module relevanceai.apps.report_app.advanced_blocks.connected_charts module relevanceai.apps.report_app.advanced_blocks.markdown module relevanceai.apps.report_app.advanced_blocks.plotly module relevanceai.apps.report_app.advanced_blocks.pyplot module relevanceai.apps.report_app.app module relevanceai.apps.report_app.base module relevanceai.apps.report_app.blocks module relevanceai.apps.report_app.marks module relevanceai.apps.report_app.sections module relevanceai.apps.report_app.sections.aggregate module relevanceai.apps.report_app.sections.sections module relevanceai.client module relevanceai.client.cache module relevanceai.client.client module, [1] relevanceai.client.helpers module relevanceai.client.operators module relevanceai.constants module relevanceai.constants.config module relevanceai.constants.constants module relevanceai.constants.errors module relevanceai.constants.links module relevanceai.constants.messages module relevanceai.constants.stopwords module relevanceai.constants.warning module relevanceai.dataset module relevanceai.dataset.apps module relevanceai.dataset.apps.launch_apps module relevanceai.dataset.apps.manage_apps module relevanceai.dataset.dataset module, [1] relevanceai.dataset.helpers module relevanceai.dataset.io module relevanceai.dataset.io.export module relevanceai.dataset.io.export.csv module, [1] relevanceai.dataset.io.export.dict module, [1] relevanceai.dataset.io.export.export module relevanceai.dataset.io.export.pandas module, [1] relevanceai.dataset.io.io module relevanceai.dataset.read module relevanceai.dataset.read.cluster module relevanceai.dataset.read.metadata module, [1] relevanceai.dataset.read.read module, [1] relevanceai.dataset.read.statistics module relevanceai.dataset.read.statistics.statistics module relevanceai.dataset.series module relevanceai.dataset.write module relevanceai.dataset.write.write module, [1] relevanceai.operations module relevanceai.operations.audio module relevanceai.operations.auto module relevanceai.operations.auto.cluster module relevanceai.operations.auto.dr module relevanceai.operations.base module relevanceai.operations.cluster module relevanceai.operations.cluster.algorithms module relevanceai.operations.cluster.algorithms.community_detection module relevanceai.operations.cluster.base module relevanceai.operations.cluster.centroids module relevanceai.operations.cluster.cluster module, [1] relevanceai.operations.cluster.constants module relevanceai.operations.cluster.groupby module relevanceai.operations.cluster.models module relevanceai.operations.cluster.models.community_detection module relevanceai.operations.cluster.models.summarizer module relevanceai.operations.cluster.partial module, [1] relevanceai.operations.cluster.sub module, [1], [2] relevanceai.operations.cluster.utils module relevanceai.operations.dr module relevanceai.operations.dr.base module relevanceai.operations.dr.models module relevanceai.operations.dr.models.ivis module relevanceai.operations.dr.models.pca module relevanceai.operations.dr.models.tsne module relevanceai.operations.dr.models.umap module relevanceai.operations.dr.ops module relevanceai.operations.image module relevanceai.operations.labels module relevanceai.operations.labels.labels module relevanceai.operations.operations module relevanceai.operations.preprocessing module relevanceai.operations.preprocessing.image module relevanceai.operations.preprocessing.image.base_image_processing module relevanceai.operations.preprocessing.scaling module relevanceai.operations.preprocessing.text module relevanceai.operations.preprocessing.text.base_text_processing module relevanceai.operations.preprocessing.utils module relevanceai.operations.preprocessing.utils.functools_extend module relevanceai.operations.text module relevanceai.operations.text.qa module relevanceai.operations.text.qa.qa module relevanceai.operations.text.sentiment module relevanceai.operations.text.sentiment.sentiment_workflow module, [1], [2], [3] relevanceai.operations.text.sentiment.sentiments module, [1], [2], [3] relevanceai.operations.text_finetuning module relevanceai.operations.text_finetuning.supervised_finetuning_ops module relevanceai.operations.text_finetuning.unsupervised_finetuning_ops module, [1] relevanceai.operations.vector module relevanceai.operations.vector.base module relevanceai.operations.vector.local_nearest_neighbours module relevanceai.operations.vector.search module relevanceai.operations.vector.vectorize module relevanceai.operations.vector.vectorizer module relevanceai.operations.viz module relevanceai.operations.viz.cluster module, [1] relevanceai.operations.viz.plot module relevanceai.operations.viz.topic2vec module relevanceai.operations.viz.topic2vec.plot_text_theme_model module relevanceai.operations_new module relevanceai.operations_new.cluster module relevanceai.operations_new.cluster.alias module relevanceai.operations_new.cluster.batch module relevanceai.operations_new.cluster.batch.models module relevanceai.operations_new.cluster.batch.models.base module relevanceai.operations_new.cluster.batch.models.sklearn module relevanceai.operations_new.cluster.batch.models.sklearn.base module relevanceai.operations_new.cluster.batch.models.sklearn.minibatchkmeans module relevanceai.operations_new.cluster.batch.ops module relevanceai.operations_new.cluster.batch.transform module relevanceai.operations_new.cluster.models module relevanceai.operations_new.cluster.models.base module relevanceai.operations_new.cluster.models.faiss module relevanceai.operations_new.cluster.models.faiss.base module relevanceai.operations_new.cluster.models.sentence_transformers module relevanceai.operations_new.cluster.models.sentence_transformers.community_detection module

relevanceai.operations_new.cluster.models.sklearn module relevanceai.operations_new.cluster.models.sklearn.base module relevanceai.operations_new.cluster.models.sklearn.models module relevanceai.operations_new.cluster.ops module relevanceai.operations_new.cluster.sub module relevanceai.operations_new.cluster.sub.ops module relevanceai.operations_new.cluster.sub.transform module relevanceai.operations_new.cluster.text module relevanceai.operations_new.cluster.text.explainer module relevanceai.operations_new.cluster.text.explainer.base module relevanceai.operations_new.cluster.text.explainer.ops module relevanceai.operations_new.cluster.transform module relevanceai.operations_new.cooccurrence_network module relevanceai.operations_new.cooccurrence_network.ops module relevanceai.operations_new.cooccurrence_network.transform module relevanceai.operations_new.dataset_ops module relevanceai.operations_new.dr module relevanceai.operations_new.dr.models module relevanceai.operations_new.dr.models.base module relevanceai.operations_new.dr.models.ivis module relevanceai.operations_new.dr.models.pca module relevanceai.operations_new.dr.models.tsne module relevanceai.operations_new.dr.models.umap module relevanceai.operations_new.dr.ops module relevanceai.operations_new.dr.transform module relevanceai.operations_new.emotion module relevanceai.operations_new.emotion.ops module relevanceai.operations_new.emotion.transform module relevanceai.operations_new.label module relevanceai.operations_new.label.ops module relevanceai.operations_new.label.transform module relevanceai.operations_new.ops_base module relevanceai.operations_new.ops_manager module relevanceai.operations_new.ops_run module relevanceai.operations_new.processing module relevanceai.operations_new.processing.feature_extractor module relevanceai.operations_new.processing.text module relevanceai.operations_new.processing.text.clean module relevanceai.operations_new.processing.text.clean.helpers module relevanceai.operations_new.processing.text.clean.ops module relevanceai.operations_new.processing.text.clean.transform module relevanceai.operations_new.processing.text.count module relevanceai.operations_new.processing.text.count.ops module relevanceai.operations_new.processing.text.count.transform module relevanceai.operations_new.processing.text.extract_nouns module relevanceai.operations_new.processing.text.extract_nouns.ops module relevanceai.operations_new.processing.text.extract_nouns.transform module relevanceai.operations_new.processing.text.html_clean module relevanceai.operations_new.processing.text.html_clean.ops module relevanceai.operations_new.processing.text.html_clean.transform module relevanceai.operations_new.processing.text.keywords module relevanceai.operations_new.processing.text.keywords.ops module relevanceai.operations_new.processing.text.keywords.transform module relevanceai.operations_new.processing.text.ner module relevanceai.operations_new.processing.text.ner.ops module relevanceai.operations_new.processing.text.ner.transform module relevanceai.operations_new.processing.text.sentence_splitting module relevanceai.operations_new.processing.text.sentence_splitting.ops module relevanceai.operations_new.processing.text.sentence_splitting.transform module relevanceai.operations_new.processing.text.translate module relevanceai.operations_new.processing.text.translate.ops module relevanceai.operations_new.processing.text.translate.transform module relevanceai.operations_new.processing.transformers module relevanceai.operations_new.processing.transformers.ops module relevanceai.operations_new.processing.transformers.transform module relevanceai.operations_new.scaling module relevanceai.operations_new.scaling.base module relevanceai.operations_new.scaling.models module relevanceai.operations_new.scaling.models.base module relevanceai.operations_new.scaling.models.models module relevanceai.operations_new.scaling.models.sklearn module relevanceai.operations_new.scaling.ops module relevanceai.operations_new.sentiment module relevanceai.operations_new.sentiment.ops module relevanceai.operations_new.sentiment.transform module relevanceai.operations_new.text_tagging module relevanceai.operations_new.text_tagging.ops module relevanceai.operations_new.text_tagging.transform module relevanceai.operations_new.transform_base module relevanceai.operations_new.vectorize module relevanceai.operations_new.vectorize.ensemble module relevanceai.operations_new.vectorize.image module relevanceai.operations_new.vectorize.image.ops module relevanceai.operations_new.vectorize.image.transform module relevanceai.operations_new.vectorize.models module relevanceai.operations_new.vectorize.models.audio module relevanceai.operations_new.vectorize.models.base module relevanceai.operations_new.vectorize.models.image module relevanceai.operations_new.vectorize.models.image.clip module relevanceai.operations_new.vectorize.models.image.clip.model module relevanceai.operations_new.vectorize.models.image.mappings module relevanceai.operations_new.vectorize.models.image.tfhub module relevanceai.operations_new.vectorize.models.image.tfhub.model module relevanceai.operations_new.vectorize.models.text module relevanceai.operations_new.vectorize.models.text.mappings module relevanceai.operations_new.vectorize.models.text.sentence_transformers module relevanceai.operations_new.vectorize.models.text.sentence_transformers.model module relevanceai.operations_new.vectorize.models.text.tfhub module relevanceai.operations_new.vectorize.models.text.tfhub.model module relevanceai.operations_new.vectorize.models.video module relevanceai.operations_new.vectorize.ops module relevanceai.operations_new.vectorize.text module relevanceai.operations_new.vectorize.text.ops module relevanceai.operations_new.vectorize.text.transform module relevanceai.operations_new.vectorize.transform module relevanceai.recipes module relevanceai.recipes.model_observability module relevanceai.recipes.model_observability.cluster module relevanceai.recipes.model_observability.cluster.choosing_clusters module relevanceai.recipes.model_observability.cluster.evaluator module relevanceai.recipes.model_observability.cluster.report module relevanceai.utils module relevanceai.utils.base module relevanceai.utils.base64_decode module relevanceai.utils.cache module relevanceai.utils.concurrency module relevanceai.utils.config_mixin module relevanceai.utils.creds_mixin module relevanceai.utils.datasets module, [1] relevanceai.utils.decorators module relevanceai.utils.decorators.analytics module relevanceai.utils.decorators.log module relevanceai.utils.decorators.silence module relevanceai.utils.decorators.thread module relevanceai.utils.decorators.vectors module relevanceai.utils.decorators.version module relevanceai.utils.distances module relevanceai.utils.distances.cosine_similarity module relevanceai.utils.distances.euclidean_distance module relevanceai.utils.doc_utils module relevanceai.utils.doc_utils.chunk_doc_utils module relevanceai.utils.doc_utils.doc_utils module relevanceai.utils.doc_utils.errors module relevanceai.utils.doc_utils.read_utils module relevanceai.utils.doc_utils.write_utils module relevanceai.utils.filter_helper module relevanceai.utils.filters module, [1] relevanceai.utils.helpers module relevanceai.utils.helpers.helpers module relevanceai.utils.integration_checks module relevanceai.utils.json_encoder module relevanceai.utils.list_to_tuple module relevanceai.utils.logger module relevanceai.utils.migration module relevanceai.utils.migration.migrate module relevanceai.utils.migration.mongo_to_relevance_ai module relevanceai.utils.parse_workflow_token module relevanceai.utils.print_formats module relevanceai.utils.progress_bar module relevanceai.utils.transport module relevanceai.workflow module relevanceai.workflow.base module relevanceai.workflow.csv_to_dashboard module relevanceai.workflow.diagrams module relevanceai.workflow.diagrams.diagrams module relevanceai.workflow.sequential module, [1] RelevanceAIError remove_box_line() (bias_plot.BiasIndicator method) remove_digits() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) remove_html_tags() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) remove_nan() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter static method) remove_punctuation() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) remove_stopwords() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) remove_url() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) rename_fields() (relevanceai._api.batch.insert.BatchInsertClient method) replace_words() (relevanceai.operations_new.processing.text.clean.helpers.BaseTextProcessing static method) ReportAdvancedBlocks (class in relevanceai.apps.report_app.advanced_blocks.advanced_blocks) ReportApp (class in relevanceai.apps.report_app.app) ReportBase (class in relevanceai.apps.report_app.base) ReportBlocks (class in relevanceai.apps.report_app.blocks) ReportMarks (class in relevanceai.apps.report_app.marks) ReportSections (class in relevanceai.apps.report_app.sections.sections) request_logger (relevanceai.dataset.io.export.csv.CSVExport attribute) (relevanceai.dataset.io.export.dict.DictExport attribute) (relevanceai.dataset.io.export.pandas.PandasExport attribute) (relevanceai.utils.transport.Transport attribute) request_read_api_key() (relevanceai._api.endpoints.admin.admin.AdminClient method) reset (relevanceai.constants.config.Config attribute) reset() (relevanceai.apps.report_app.base.ReportBase method) reset_to_default() (relevanceai.constants.config.Config method) RETRY_CODES (in module relevanceai.constants.constants) rgb_weights (relevanceai.operations.preprocessing.image.base_image_processing.ImageTools property) run() (relevanceai.operations.cluster.cluster.ClusterWriteOps method), [1] (relevanceai.operations.dr.ops.ReduceDimensionsOps method) (relevanceai.operations.text_finetuning.supervised_finetuning_ops.SupervisedTripleLossFinetuneOps method) (relevanceai.operations.text_finetuning.unsupervised_finetuning_ops.GPLOps method) (relevanceai.operations.vector.vectorize.VectorizeOps method) (relevanceai.operations_new.cluster.batch.ops.BatchClusterOps method) (relevanceai.operations_new.cluster.sub.ops.SubClusterOps method) (relevanceai.operations_new.cluster.text.explainer.ops.TextClusterExplainerOps method) (relevanceai.operations_new.ops_run.OperationRun method) (relevanceai.operations_new.ops_run.PullTransformPush method) (relevanceai.utils.concurrency.Push method) (relevanceai.workflow.sequential.SequentialWorkflow method), [1] run_function_across_chunks() (relevanceai.utils.doc_utils.chunk_doc_utils.ChunkDocUtils method) run_function_across_chunks_across_docs() (relevanceai.utils.doc_utils.chunk_doc_utils.ChunkDocUtils method) run_function_against_all_documents() (relevanceai.utils.doc_utils.write_utils.DocWriteUtils method)

S

sample() (relevanceai.dataset.read.read.Read method), [1] (relevanceai.dataset.series.Series method) save_outputs_hook() (relevanceai.operations_new.processing.feature_extractor.FeatureExtractor method) scale() (relevanceai.operations.preprocessing.scaling.Scaler method) (relevanceai.operations_new.dataset_ops.Operations method) ScaleOps (class in relevanceai.operations_new.scaling.ops) Scaler (class in relevanceai.operations.preprocessing.scaling) ScalerBase (class in relevanceai.operations_new.scaling.base) ScalerModelBase (class in relevanceai.operations_new.scaling.models.base) scatter() (relevanceai.operations.viz.plot.Plot method) schema (relevanceai.dataset.read.read.Read property), [1] schema() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai.dataset.read.read.Read method) search() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) (relevanceai.operations.operations.Operations method) SEARCH_APP_LINK (in module relevanceai.constants.links) search_datasets() (relevanceai.client.client.Client method), [1], [2] search_fields() (relevanceai.apps.explorer_app.app.ExplorerApp method) search_min_relevance() (relevanceai.apps.explorer_app.app.ExplorerApp method) SearchClient (class in relevanceai._api.endpoints.services.search) SearchOps (class in relevanceai.operations.vector.search) section_cluster_dendrogram() (relevanceai.recipes.model_observability.cluster.report.ClusterReport method) section_cluster_distance_matrix() (relevanceai.recipes.model_observability.cluster.report.ClusterReport method) section_cluster_overview_metrics() (relevanceai.recipes.model_observability.cluster.report.ClusterReport method) section_cluster_report() (relevanceai.recipes.model_observability.cluster.report.ClusterReport method) section_cluster_text_insight() (text.ClusterTextInsights static method) section_groupby() (relevanceai.apps.report_app.sections.aggregate.AggregateSections method) section_overview() (relevanceai.apps.report_app.sections.aggregate.AggregateSections method) select_fields_from_json() (in module relevanceai.utils.datasets), [1] semantic() (relevanceai._api.endpoints.services.search.SearchClient method) send_dataset() (relevanceai._api.endpoints.admin.admin.AdminClient method) (relevanceai.client.client.Client method), [1], [2] SENTENCE_TRANSFORMER_MODELS (in module relevanceai.operations_new.vectorize.models.text.mappings) SentenceSplitterOps (class in relevanceai.operations_new.processing.text.sentence_splitting.ops) SentenceSplittingTransform (class in relevanceai.operations_new.processing.text.sentence_splitting.transform) SentenceTransformer2Vec (class in relevanceai.operations_new.vectorize.models.text.sentence_transformers.model) SentimentOps (class in relevanceai.operations.text.sentiment.sentiments), [1], [2], [3] (class in relevanceai.operations_new.cooccurrence_network.ops) (class in relevanceai.operations_new.sentiment.ops) SentimentTransform (class in relevanceai.operations_new.sentiment.transform) SentimentWorkflow (class in relevanceai.operations.text.sentiment.sentiment_workflow), [1], [2], [3] SequentialWorkflow (class in relevanceai.workflow.sequential), [1] Series (class in relevanceai.dataset.series) services (relevanceai._api.endpoints.api_client.APIEndpointsClient property) ServicesClient (class in relevanceai._api.endpoints.services.services) set_cluster_labels() (relevanceai.dataset.write.write.Write method) set_dtype() (relevanceai.dataset.series.Series method) set_dtypes() (relevanceai.dataset.dataset.Dataset method) set_field() (relevanceai.utils.doc_utils.write_utils.DocWriteUtils static method) set_field_across_documents() (relevanceai.utils.doc_utils.write_utils.DocWriteUtils method) set_fields_across_document() (relevanceai.utils.doc_utils.write_utils.DocWriteUtils method) set_mongo_collection() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) set_mongo_db() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) set_option() (relevanceai.constants.config.Config method) SetArgumentError setitem() (relevanceai.utils.doc_utils.doc_utils.Document method) shape (relevanceai.dataset.read.read.Read property), [1] shape() (relevanceai.dataset.read.read.Read method)

share() (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) show_closest() (relevanceai.operations.viz.cluster.ClusterVizOps method), [1] show_image() (relevanceai.operations.preprocessing.image.base_image_processing.ImageTools method) show_workflows() (relevanceai.operations.viz.plot.Plot method) SIGNUP_URL (in module relevanceai.constants.links) silence() (in module relevanceai.utils.decorators.silence) SILHOUETTE_INFO (in module relevanceai.operations.cluster.constants) silhouette_samples() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) silhouette_score() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) singledispatchmethod (class in relevanceai.operations.preprocessing.utils.functools_extend) SklearnBatchClusterBase (class in relevanceai.operations_new.cluster.batch.models.sklearn.base) SklearnCentroidBase (class in relevanceai.operations.cluster.base) SklearnModel (class in relevanceai.operations_new.cluster.models.sklearn.base) SKLearnScaler (class in relevanceai.operations_new.scaling.models.sklearn) sort() (relevanceai.apps.explorer_app.app.ExplorerApp method) sort_default() (relevanceai.apps.explorer_app.app.ExplorerApp method) space() (relevanceai.apps.report_app.blocks.ReportBlocks method) split_sentences() (relevanceai.operations_new.dataset_ops.Operations method) split_text() (relevanceai.operations_new.processing.text.sentence_splitting.transform.SentenceSplittingTransform method) split_text_document() (relevanceai.operations_new.processing.text.sentence_splitting.transform.SentenceSplittingTransform method) split_token() (relevanceai.client.helpers.Credentials method) squared_error_features_from_samples() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) squared_error_samples() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) squared_error_score() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator method) start_cluster_evaluator() (relevanceai.recipes.model_observability.cluster.report.ClusterReport method) start_cluster_evaluator_from_dataset() (relevanceai.recipes.model_observability.cluster.report.ClusterReport method) Statistics (class in relevanceai.dataset.read.statistics) (class in relevanceai.dataset.read.statistics.statistics) stats() (relevanceai._api.endpoints.datasets.monitor.MonitorClient method) status() (relevanceai._api.endpoints.datasets.tasks.TasksClient method) (relevanceai._api.endpoints.workflows.workflows.WorkflowsClient method) STOPWORDS (in module relevanceai.constants.stopwords) store_labels_in_document() (relevanceai.operations.labels.labels.LabelOps method) store_operation_metadata() (relevanceai.operations_new.ops_run.OperationRun method) store_operation_metadatas() (relevanceai.operations_new.cluster.ops.ClusterOps method) store_subcluster_metadata() (relevanceai.operations.cluster.sub.SubClusterOps method), [1], [2] (relevanceai.operations_new.cluster.sub.ops.SubClusterOps method) (relevanceai.operations_new.cluster.sub.transform.SubClusterTransform method) str2bool() (in module relevanceai.utils.base) (in module relevanceai.utils.helpers.helpers) (in module relevanceai.utils.logger) strike() (relevanceai.apps.report_app.marks.ReportMarks method) string_hash() (in module relevanceai.utils.cache) subcluster() (relevanceai.operations.operations.Operations method) (relevanceai.operations_new.dataset_ops.Operations method) subcluster_predict_documents() (relevanceai.operations.cluster.sub.SubClusterOps method), [1], [2] SubClusterOps (class in relevanceai.operations.cluster.sub), [1], [2] (class in relevanceai.operations_new.cluster.sub.ops) SubClusterOps() (relevanceai.client.operators.Operators method) SubClusterTransform (class in relevanceai.operations_new.cluster.sub.transform) subpartialfit_predict_update() (relevanceai.operations.cluster.sub.SubClusterOps method), [1], [2] subset_documents() (relevanceai.utils.doc_utils.read_utils.DocReadUtils class method) success (relevanceai.utils.logger.AbstractLogger attribute) SUCCESS_CODES (in module relevanceai.constants.constants) summarize_closest() (relevanceai.operations.cluster.cluster.ClusterOps method), [1] summarize_furthest() (relevanceai.operations.cluster.cluster.ClusterOps method), [1] summary_statistics() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator static method) SupervisedTripleLossFinetuneOps (class in relevanceai.operations.text_finetuning.supervised_finetuning_ops) suppress_stdout_stderr() (in module relevanceai.utils.logger)

T

tag() (relevanceai._api.endpoints.services.tagger.TaggerClient method) tag_text() (relevanceai.operations_new.dataset_ops.Operations method) (relevanceai.operations_new.text_tagging.transform.TextTagTransform method) TaggerClient (class in relevanceai._api.endpoints.services.tagger) task_status() (relevanceai._api.endpoints.datasets.datasets.DatasetsClient method) TasksClient (class in relevanceai._api.endpoints.datasets.tasks) text module text_csv_to_dashboard() (in module relevanceai.workflow.csv_to_dashboard) TextClusterExplainerOps (class in relevanceai.operations_new.cluster.text.explainer.ops) TextTagOps (class in relevanceai.operations_new.text_tagging.ops) TextTagTransform (class in relevanceai.operations_new.text_tagging.transform) TFHUB_MODELS (in module relevanceai.operations_new.vectorize.models.image.mappings) (in module relevanceai.operations_new.vectorize.models.text.mappings) TFHubImage2Vec (class in relevanceai.operations_new.vectorize.models.image.tfhub.model) TFHubText2Vec (class in relevanceai.operations_new.vectorize.models.text.tfhub.model) THIS_MODULE (in module relevanceai.utils.datasets) to_csv() (relevanceai.dataset.io.export.csv.CSVExport method), [1] (relevanceai.dataset.io.export.Export method) to_dataset() (relevanceai.dataset.io.export.export.Export method) to_df() (relevanceai.dataset.io.export.pandas.PandasExport method), [1] to_dict() (relevanceai.dataset.io.export.dict.DictExport method), [1] (relevanceai.dataset.io.export.Export method) (relevanceai.dataset.read.metadata.Metadata method) to_grayscale() (relevanceai.operations.preprocessing.image.base_image_processing.ImageTools method) to_pandas_dataframe (relevanceai.dataset.io.export.pandas.PandasExport attribute) to_pandas_dataframe() (relevanceai.dataset.io.export.Export method) (relevanceai.dataset.io.export.pandas.PandasExport method) token (relevanceai.client.helpers.Credentials attribute) TOKEN_MESSAGE (relevanceai.constants.messages.Messages attribute) TokenNotFoundError tooltip() (relevanceai.apps.report_app.blocks.ReportBlocks method) topk() (relevanceai.operations.cluster.algorithms.community_detection.CommunityDetection method) (relevanceai.operations_new.cluster.models.sentence_transformers.community_detection.CommunityDetection method) track() (in module relevanceai.utils.decorators.analytics) track_event_usage() (in module relevanceai.utils.decorators.analytics) traditional() (relevanceai._api.endpoints.services.search.SearchClient method) train_text_model_with_gpl() (relevanceai.operations.operations.Operations method) train_text_model_with_tripleloss() (relevanceai.operations.operations.Operations method) transform (relevanceai.operations_new.processing.text.translate.transform.TranslateTransform attribute)

transform() (relevanceai.operations.dr.base.DimReductionBase method) (relevanceai.operations_new.cluster.batch.transform.BatchClusterTransform method) (relevanceai.operations_new.cluster.sub.transform.SubClusterTransform method) (relevanceai.operations_new.cluster.text.explainer.ops.TextClusterExplainerOps method) (relevanceai.operations_new.cluster.transform.ClusterTransform method) (relevanceai.operations_new.cooccurrence_network.transform.CoOccurNetTransform method) (relevanceai.operations_new.dr.transform.DimReductionTransform method) (relevanceai.operations_new.emotion.transform.EmotionTransform method) (relevanceai.operations_new.label.transform.LabelTransform method) (relevanceai.operations_new.processing.text.clean.transform.CleanTextTransform method) (relevanceai.operations_new.processing.text.count.transform.CountTextTransform method) (relevanceai.operations_new.processing.text.extract_nouns.transform.ExtractNounsTransform method) (relevanceai.operations_new.processing.text.html_clean.transform.CleanTextTransform method) (relevanceai.operations_new.processing.text.keywords.transform.KeyWordTransform method) (relevanceai.operations_new.processing.text.ner.transform.ExtractNER method) (relevanceai.operations_new.processing.text.sentence_splitting.transform.SentenceSplittingTransform method) (relevanceai.operations_new.processing.transformers.transform.TransformersPipelineTransform method) (relevanceai.operations_new.scaling.base.ScalerBase method) (relevanceai.operations_new.sentiment.transform.SentimentTransform method) (relevanceai.operations_new.text_tagging.transform.TextTagTransform method) (relevanceai.operations_new.transform_base.TransformBase method) (relevanceai.operations_new.vectorize.transform.VectorizeTransform method) transform_bar (relevanceai.operations_new.ops_run.PullTransformPush attribute) transform_count (relevanceai.operations_new.ops_run.PullTransformPush attribute) transform_documents() (relevanceai.operations.dr.base.DimReductionBase method) transform_threads (relevanceai.operations_new.ops_run.PullTransformPush attribute) TransformBase (class in relevanceai.operations_new.transform_base) TransformersLMSummarizer (class in relevanceai.operations.cluster.models.summarizer) TransformersPipelineOps (class in relevanceai.operations_new.processing.transformers.ops) TransformersPipelineTransform (class in relevanceai.operations_new.processing.transformers.transform) TRANSIT_ENV_VAR (in module relevanceai.constants.constants) translate() (relevanceai.operations_new.dataset_ops.Operations method) translate_document() (relevanceai.operations_new.processing.text.translate.transform.TranslateTransform method) translate_to_english() (relevanceai.operations_new.processing.text.translate.transform.TranslateTransform method) TranslateOps (class in relevanceai.operations_new.processing.text.translate.ops) TranslateTransform (class in relevanceai.operations_new.processing.text.translate.transform) Transport (class in relevanceai.utils.transport) trigger() (relevanceai._api.endpoints.workflows.workflows.WorkflowsClient method) TSNE (class in relevanceai.operations.dr.models.tsne) TSNEModel (class in relevanceai.operations_new.dr.models.tsne)

U

UMAP (class in relevanceai.operations.dr.models.umap) UMAPModel (class in relevanceai.operations_new.dr.models.umap) UNDERLINE (relevanceai.utils.print_formats.COLOR attribute) underline() (relevanceai.apps.report_app.marks.ReportMarks method) unshare() (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) update (relevanceai._api.endpoints.datasets.field_children.FieldChildrenClient attribute) update() (relevanceai._api.endpoints.datasets.cluster.centroids.centroids.CentroidsClient method) (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) (relevanceai.operations.cluster.centroids.Centroids method) (relevanceai.utils.doc_utils.doc_utils.Document method) update_alias() (relevanceai.dataset.dataset.Dataset method), [1] update_app() (relevanceai.dataset.apps.manage_apps.ManageApps method) update_df_table() (relevanceai.operations_new.cooccurrence_network.transform.WordDictionary method) update_documents (relevanceai._api.batch.insert.BatchInsertClient attribute)

update_field_children() (relevanceai._api.endpoints.datasets.field_children.FieldChildrenClient method) (relevanceai.dataset.read.read.Read method), [1] update_id() (relevanceai.utils.migration.mongo_to_relevance_ai.MongoImporter method) update_nested_dictionary() (in module relevanceai.dataset.read.read), [1] update_where() (relevanceai._api.endpoints.datasets.documents.DocumentsClient method) (relevanceai.dataset.write.write.Write method), [1] UpdateOp (class in relevanceai.workflow.sequential), [1] UPLOAD_FAILED (relevanceai.constants.warning.Warning attribute) upsert() (relevanceai.dataset.read.metadata.Metadata method), [1] upsert_documents() (relevanceai.dataset.write.write.Write method), [1] upsert_media() (relevanceai.dataset.write.write.Write method), [1] upsert_metadata() (relevanceai.dataset.read.read.Read method), [1] url() (relevanceai._api.endpoints.deployables.deployables.DeployableClient method) US_EAST_1 (in module relevanceai.constants.constants) usage() (relevanceai._api.endpoints.datasets.monitor.MonitorClient method)

V

validate_model_url() (relevanceai.operations.vector.base.Base2Vec class method) value_counts() (relevanceai.dataset.read.statistics.Statistics method) (relevanceai.dataset.read.statistics.statistics.Statistics method), [1] (relevanceai.dataset.series.Series method) values (relevanceai.dataset.series.Series property) values() (relevanceai.utils.doc_utils.doc_utils.Document method) vector() (relevanceai._api.endpoints.services.recommend.RecommendClient method) (relevanceai._api.endpoints.services.search.SearchClient method) vector_fields (relevanceai.operations.cluster.base.CentroidBase attribute) (relevanceai.operations.cluster.utils.ClusterUtils attribute) (relevanceai.operations_new.transform_base.TransformBase attribute) vector_name() (relevanceai.operations_new.dr.models.base.DimReductionModelBase method) (relevanceai.operations_new.scaling.models.base.ScalerModelBase method) (relevanceai.operations_new.vectorize.models.base.VectorizeModelBase method) vector_search() (relevanceai.operations.operations.Operations method) (relevanceai.operations.vector.search.SearchOps method) vector_search_fields() (relevanceai.apps.explorer_app.app.ExplorerApp method)

vectorize() (relevanceai.operations.operations.Operations method), [1] vectorize_image() (relevanceai.operations_new.dataset_ops.Operations method) vectorize_text() (relevanceai.operations_new.dataset_ops.Operations method) VectorizeHelpers (class in relevanceai.operations.vector.vectorize) VectorizeImageOps (class in relevanceai.operations_new.vectorize.image.ops) VectorizeImageTransform (class in relevanceai.operations_new.vectorize.image.transform) VectorizeModelBase (class in relevanceai.operations_new.vectorize.models.base) VectorizeOps (class in relevanceai.operations.vector.vectorize) (class in relevanceai.operations_new.vectorize.ops) VectorizeOps() (relevanceai.client.operators.Operators method) Vectorizer (class in relevanceai.operations.vector.vectorizer) VectorizeTextOps (class in relevanceai.operations_new.vectorize.text.ops) VectorizeTextTransform (class in relevanceai.operations_new.vectorize.text.transform) VectorizeTransform (class in relevanceai.operations_new.vectorize.transform) verbose (relevanceai.operations_new.cluster.alias.ClusterAlias attribute) video() (relevanceai.apps.report_app.blocks.ReportBlocks method) view_workflow_history() (relevanceai.operations_new.dataset_ops.Operations method)

W

warm_start() (relevanceai.operations_new.cluster.models.sklearn.base.SklearnModel method) warn (relevanceai.utils.logger.AbstractLogger attribute) Warning (class in relevanceai.constants.warning) warning (relevanceai.utils.logger.AbstractLogger attribute) WELCOME_MESSAGE (relevanceai.constants.messages.Messages attribute) WIDER_URL (in module relevanceai.constants.links)

WordDictionary (class in relevanceai.operations_new.cooccurrence_network.transform) Workflow (class in relevanceai.workflow.base) workflows (relevanceai._api.endpoints.api_client.APIEndpointsClient property) WorkflowsClient (class in relevanceai._api.endpoints.workflows.workflows) WorkflowStatus (class in relevanceai._api.endpoints.workflows.workflows) Write (class in relevanceai.dataset.write.write), [1]

Y

YELLOW (relevanceai.utils.print_formats.COLOR attribute)

Z

z_score() (relevanceai.recipes.model_observability.cluster.evaluator.ClusterEvaluator static method)

zero_vector (relevanceai.operations.vector.base.Base2Vec property)