Index

_

__call__() (relevanceai.progress_bar.ProgressBar method) (relevanceai.vector_tools.cluster.CentroidCluster method) (relevanceai.vector_tools.cluster.ClusterBase method) (relevanceai.vector_tools.cluster.DensityCluster method) (relevanceai.vector_tools.dim_reduction.DimReductionBase method) __enter__() (relevanceai.progress_bar.NullProgressBar method) __exit__() (relevanceai.progress_bar.NullProgressBar method) __getitem__() (relevanceai.config.Config method) __iter__() (relevanceai.progress_bar.NullProgressBar method) __setitem__() (relevanceai.config.Config method) __str__() (relevanceai.errors.ClusteringResultsAlreadyExistsError method) __version__ (in module relevanceai) _Base (class in relevanceai.base) _batch_load_docs() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method) _build_and_plot_clusters() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method) _check_status_until_finish() (relevanceai.api.endpoints.tasks.TasksClient method) _choose_k() (relevanceai.vector_tools.cluster.Cluster static method) _concat_vectors_from_list() (relevanceai.vector_tools.cluster.ClusterBase method) _create_default() (relevanceai.config.Config static method) _cred_fn (relevanceai.Client attribute) (relevanceai.http_client.Client attribute) _dashboard_request_url (relevanceai.transport.Transport property) _dim_reduction() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method) _generate_hover_template() (relevanceai.visualise.projector.Projector method) _generate_layout() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) (relevanceai.visualise.projector.Projector method) _generate_plot() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) _generate_plot_data() (relevanceai.visualise.projector.Projector method) _generate_plot_info() (relevanceai.visualise.projector.Projector method) _generate_plot_title() (relevanceai.visualise.projector.Projector method) _get_api_dataset() (relevanceai.datasets.ExampleDatasets static method) _get_cluster_datafield() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method) _get_cluster_documents() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate method) _get_cluster_population() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel static method) _get_cluster_word_freq() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method)

_get_documents() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method) _get_dummy_dataset() (relevanceai.datasets.ExampleDatasets static method) _get_fields_value_by_id() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel static method) _get_online_dataset() (relevanceai.datasets.ExampleDatasets static method) _init_experiment_helper() (relevanceai.api.endpoints.search.SearchClient method) _init_logger() (relevanceai.logger.LoguruLogger method) _init_model() (relevanceai.vector_tools.cluster.KMeans method) (relevanceai.vector_tools.cluster.MiniBatchKMeans method) _is_search_in_path() (relevanceai.transport.Transport static method) _is_valid_label_name() (relevanceai.utils.Utils method) _is_valid_vector_name() (relevanceai.utils.Utils method) _kmeans_clustering() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method) _label_cluster() (relevanceai.vector_tools.cluster.ClusterBase method) _label_clusters() (relevanceai.vector_tools.cluster.ClusterBase method) _link_to_dataset_dashboard() (relevanceai.transport.Transport method) _log_connection_error() (relevanceai.transport.Transport method) _log_no_json() (relevanceai.transport.Transport method) _log_response_fail() (relevanceai.transport.Transport method) _log_response_success() (relevanceai.transport.Transport method) _log_response_time() (relevanceai.transport.Transport method) _log_search_to_dashboard() (relevanceai.transport.Transport method) _log_to_dashboard() (relevanceai.transport.Transport method) _loop_status_until_finish() (relevanceai.api.endpoints.tasks.TasksClient method) _ping() (relevanceai.api.endpoints.admin.AdminClient method) _plot_clusters() (relevanceai.vector_tools.plot_text_theme_model.PlotTextThemeModel method) _read_config() (relevanceai.config.Config method) _read_credentials() (relevanceai.Client method) (relevanceai.http_client.Client method) _remove_empty_vector_fields() (relevanceai.utils.Utils method) _search_dashboard_url (relevanceai.transport.Transport property) _token_to_auth() (relevanceai.Client method) (relevanceai.http_client.Client method) _write_credentials() (relevanceai.Client method) (relevanceai.http_client.Client method) _write_documents() (relevanceai.api.batch.batch_insert.BatchInsertClient method)

A

AbstractLogger (class in relevanceai.logger) adjusted_rand_score() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) AdminClient (class in relevanceai.api.endpoints.admin), [1] advanced_chunk() (relevanceai.api.endpoints.search.SearchClient method), [1] advanced_multistep_chunk() (relevanceai.api.endpoints.search.SearchClient method), [1] aggregate() (relevanceai.api.endpoints.aggregate.AggregateClient method), [1] (relevanceai.api.endpoints.cluster.ClusterClient method), [1] AggregateClient (class in relevanceai.api.endpoints.aggregate), [1] api_key (relevanceai.api.batch.batch_insert.BatchInsertClient attribute) (relevanceai.api.batch.batch_retrieve.BatchRetrieveClient attribute) (relevanceai.api.endpoints.admin.AdminClient attribute) (relevanceai.api.endpoints.aggregate.AggregateClient attribute) (relevanceai.api.endpoints.centroids.CentroidsClient attribute) (relevanceai.api.endpoints.client.APIClient attribute) (relevanceai.api.endpoints.cluster.ClusterClient attribute) (relevanceai.api.endpoints.datasets.DatasetsClient attribute) (relevanceai.api.endpoints.documents.DocumentsClient attribute) (relevanceai.api.endpoints.encoders.EncodersClient attribute) (relevanceai.api.endpoints.monitor.MonitorClient attribute) (relevanceai.api.endpoints.prediction.PredictionClient attribute) (relevanceai.api.endpoints.recommend.RecommendClient attribute) (relevanceai.api.endpoints.search.SearchClient attribute) (relevanceai.api.endpoints.services.ServicesClient attribute) (relevanceai.api.endpoints.tagger.TaggerClient attribute) (relevanceai.api.endpoints.tasks.TasksClient attribute) (relevanceai.api.endpoints.wordclouds.WordcloudsClient attribute) (relevanceai.transport.Transport attribute) (relevanceai.vector_tools.client.VectorTools attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute), [1]

APIClient (class in relevanceai.api.endpoints.client), [1] APIError, [1] auth_header (relevanceai.Client property) (relevanceai.http_client.Client property) (relevanceai.transport.Transport property)

B

base_ingest_url (relevanceai.Client property) (relevanceai.http_client.Client property) base_text_processing module base_url (relevanceai.Client property) (relevanceai.http_client.Client property) BaseTextProcessing (class in base_text_processing) batch_get_and_edit() (relevanceai.api.client.BatchAPIClient method), [1] batch_insert() (relevanceai.api.client.BatchAPIClient method) BatchAPIClient (class in relevanceai.api.client), [1] BatchInsertClient (class in relevanceai.api.batch.batch_insert), [1] BatchRetrieveClient (class in relevanceai.api.batch.batch_retrieve), [1] BSON_AVAILABLE (in module relevanceai.api.batch.mongo_to_relevance_ai)

build_and_plot_clusters (relevanceai.Client attribute) (relevanceai.http_client.Client attribute) build_and_plot_clusters() (in module relevanceai.vector_tools.plot_text_theme_model) build_control_panel() (in module relevanceai.visualise.dash_components.sections.control_panel) build_display_panel() (in module relevanceai.visualise.dash_components.sections.display_panel) build_graph() (in module relevanceai.visualise.dash_components.sections.graph) build_header() (in module relevanceai.visualise.dash_components.sections.header) build_range() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi static method) bulk_delete() (relevanceai.api.endpoints.documents.DocumentsClient method), [1] bulk_get() (relevanceai.api.endpoints.documents.DocumentsClient method), [1] bulk_insert() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] bulk_update() (relevanceai.api.endpoints.documents.DocumentsClient method), [1] BYTE_TO_MB (in module relevanceai.api.batch.batch_insert) (in module relevanceai.api.batch.batch_retrieve)

C

Card() (in module relevanceai.visualise.dash_components.components.sections) CentroidCluster (class in relevanceai.vector_tools.cluster), [1], [2] CentroidsClient (class in relevanceai.api.endpoints.centroids), [1] chained_assignment (in module relevanceai.visualise.projector) check_auth() (relevanceai.Client method) (relevanceai.http_client.Client method) check_missing_ids() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] chunk() (in module relevanceai.concurrency) (relevanceai.api.batch.chunk.Chunker method), [1] (relevanceai.api.endpoints.search.SearchClient method), [1] Chunker (class in relevanceai.api.batch.chunk), [1] Client (class in relevanceai) (class in relevanceai.http_client) clone() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] Cluster (class in relevanceai.vector_tools.cluster), [1], [2] CLUSTER (in module relevanceai.vector_tools.constants) cluster() (relevanceai.vector_tools.cluster.Cluster static method), [1], [2] CLUSTER_DEFAULT_ARGS (in module relevanceai.vector_tools.constants) ClusterBase (class in relevanceai.vector_tools.cluster), [1], [2] ClusterClient (class in relevanceai.api.endpoints.cluster), [1] ClusterEvaluate (class in relevanceai.vector_tools.cluster_evaluate) ClusteringResultsAlreadyExistsError, [1] COMPLETENESS_INFO (in module relevanceai.vector_tools.cluster_evaluate) completeness_score() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) Config (class in relevanceai.config), [1] CONFIG (in module relevanceai.config) config (relevanceai.api.batch.batch_insert.BatchInsertClient attribute) (relevanceai.api.batch.batch_retrieve.BatchRetrieveClient attribute) (relevanceai.api.endpoints.admin.AdminClient attribute) (relevanceai.api.endpoints.aggregate.AggregateClient attribute) (relevanceai.api.endpoints.centroids.CentroidsClient attribute) (relevanceai.api.endpoints.client.APIClient attribute) (relevanceai.api.endpoints.cluster.ClusterClient attribute) (relevanceai.api.endpoints.datasets.DatasetsClient attribute) (relevanceai.api.endpoints.documents.DocumentsClient attribute) (relevanceai.api.endpoints.encoders.EncodersClient attribute) (relevanceai.api.endpoints.monitor.MonitorClient attribute) (relevanceai.api.endpoints.prediction.PredictionClient attribute) (relevanceai.api.endpoints.recommend.RecommendClient attribute) (relevanceai.api.endpoints.search.SearchClient attribute) (relevanceai.api.endpoints.services.ServicesClient attribute) (relevanceai.api.endpoints.tagger.TaggerClient attribute) (relevanceai.api.endpoints.tasks.TasksClient attribute) (relevanceai.api.endpoints.wordclouds.WordcloudsClient attribute) (relevanceai.transport.Transport attribute) (relevanceai.vector_tools.client.VectorTools attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute), [1]

CONFIG_PATH (in module relevanceai.config) copy_foreign_dataset() (relevanceai.api.endpoints.admin.AdminClient method), [1] count_ids_in_fn() (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger method), [1] create() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] (relevanceai.api.endpoints.tasks.TasksClient method), [1] create_cluster_task() (relevanceai.api.endpoints.tasks.TasksClient method), [1] create_dash_graph() (in module relevanceai.visualise.dash_components.app) create_encode_categories_task() (relevanceai.api.endpoints.tasks.TasksClient method), [1] create_encode_imagetext_task() (relevanceai.api.endpoints.tasks.TasksClient method), [1] create_encode_text_task() (relevanceai.api.endpoints.tasks.TasksClient method), [1] create_encode_textimage_task() (relevanceai.api.endpoints.tasks.TasksClient method), [1] create_numeric_encoder_task() (relevanceai.api.endpoints.tasks.TasksClient method), [1] create_relevance_ai_dataset() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) critical (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger attribute) (relevanceai.logger.AbstractLogger attribute) (relevanceai.vector_tools.client.VectorTools attribute) (relevanceai.vector_tools.cluster.CentroidCluster attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.cluster.ClusterBase attribute), [1] (relevanceai.vector_tools.cluster.DensityCluster attribute), [1] (relevanceai.vector_tools.cluster.HDBSCANClusterer attribute), [1] (relevanceai.vector_tools.cluster.KMeans attribute), [1] (relevanceai.vector_tools.cluster.MiniBatchKMeans attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute) (relevanceai.vector_tools.dim_reduction.DimReductionBase attribute), [1] (relevanceai.vector_tools.dim_reduction.Ivis attribute), [1] (relevanceai.vector_tools.dim_reduction.PCA attribute), [1] (relevanceai.vector_tools.dim_reduction.TSNE attribute), [1] (relevanceai.vector_tools.dim_reduction.UMAP attribute), [1]

D

DASHBOARD_MAPPINGS (in module relevanceai.dashboard_mappings) DASHBOARD_TYPES (relevanceai.transport.Transport property) DATASETS (in module relevanceai.datasets) DatasetsClient (class in relevanceai.api.endpoints.datasets), [1] debug (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger attribute) (relevanceai.logger.AbstractLogger attribute) (relevanceai.vector_tools.client.VectorTools attribute) (relevanceai.vector_tools.cluster.CentroidCluster attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.cluster.ClusterBase attribute), [1] (relevanceai.vector_tools.cluster.DensityCluster attribute), [1] (relevanceai.vector_tools.cluster.HDBSCANClusterer attribute), [1] (relevanceai.vector_tools.cluster.KMeans attribute), [1] (relevanceai.vector_tools.cluster.MiniBatchKMeans attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute) (relevanceai.vector_tools.dim_reduction.DimReductionBase attribute), [1] (relevanceai.vector_tools.dim_reduction.Ivis attribute), [1] (relevanceai.vector_tools.dim_reduction.PCA attribute), [1] (relevanceai.vector_tools.dim_reduction.TSNE attribute), [1] (relevanceai.vector_tools.dim_reduction.UMAP attribute), [1] delete() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] (relevanceai.api.endpoints.documents.DocumentsClient method), [1] delete_fields() (relevanceai.api.endpoints.documents.DocumentsClient method), [1]

delete_pull_update_push_logs() (relevanceai.api.batch.batch_insert.BatchInsertClient method), [1] delete_where() (relevanceai.api.endpoints.documents.DocumentsClient method), [1] DensityCluster (class in relevanceai.vector_tools.cluster), [1], [2] dict (in module relevanceai.vector_tools.constants) dim_reduce() (relevanceai.vector_tools.dim_reduction.DimReduction static method), [1], [2] DIM_REDUCTION (in module relevanceai.vector_tools.constants) DIM_REDUCTION_DEFAULT_ARGS (in module relevanceai.vector_tools.constants) DimReduction (class in relevanceai.vector_tools.dim_reduction), [1], [2] DimReductionBase (class in relevanceai.vector_tools.dim_reduction), [1], [2] display_callbacks() (in module relevanceai.visualise.dash_components.callbacks) distribution() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate method) diversity() (relevanceai.api.endpoints.recommend.RecommendClient method), [1] (relevanceai.api.endpoints.search.SearchClient method), [1] (relevanceai.api.endpoints.tagger.TaggerClient method), [1] DO_NOT_REPEAT_STATUS_CODES (in module relevanceai.transport) doc_utils (in module relevanceai.vector_tools.nearest_neighbours) (in module relevanceai.visualise.dash_components.callbacks) docs_closest_to_center (relevanceai.api.endpoints.centroids.CentroidsClient attribute) docs_closest_to_center() (relevanceai.api.endpoints.centroids.CentroidsClient method) docs_furthest_from_center (relevanceai.api.endpoints.centroids.CentroidsClient attribute) docs_furthest_from_center() (relevanceai.api.endpoints.centroids.CentroidsClient method) document_diff() (relevanceai.api.endpoints.services.ServicesClient method), [1] documents() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] DocumentsClient (class in relevanceai.api.endpoints.documents), [1]

E

EncodersClient (class in relevanceai.api.endpoints.encoders), [1] error (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger attribute) (relevanceai.logger.AbstractLogger attribute) (relevanceai.vector_tools.client.VectorTools attribute) (relevanceai.vector_tools.cluster.CentroidCluster attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.cluster.ClusterBase attribute), [1] (relevanceai.vector_tools.cluster.DensityCluster attribute), [1] (relevanceai.vector_tools.cluster.HDBSCANClusterer attribute), [1] (relevanceai.vector_tools.cluster.KMeans attribute), [1] (relevanceai.vector_tools.cluster.MiniBatchKMeans attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute) (relevanceai.vector_tools.dim_reduction.DimReductionBase attribute), [1] (relevanceai.vector_tools.dim_reduction.Ivis attribute), [1] (relevanceai.vector_tools.dim_reduction.PCA attribute), [1] (relevanceai.vector_tools.dim_reduction.TSNE attribute), [1] (relevanceai.vector_tools.dim_reduction.UMAP attribute), [1]

ExampleDatasets (class in relevanceai.datasets)

F

facets() (relevanceai.api.endpoints.cluster.ClusterClient method), [1] (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] FAIL_MESSAGE (relevanceai.Client attribute) (relevanceai.http_client.Client attribute) fetch_mongo_collection_data() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) fit_documents() (relevanceai.vector_tools.cluster.ClusterBase method), [1], [2] fit_transform() (relevanceai.vector_tools.cluster.CentroidCluster method), [1], [2] (relevanceai.vector_tools.cluster.ClusterBase method), [1], [2] (relevanceai.vector_tools.cluster.DensityCluster method), [1], [2] (relevanceai.vector_tools.cluster.HDBSCANClusterer method), [1], [2] (relevanceai.vector_tools.cluster.MiniBatchKMeans method), [1], [2] (relevanceai.vector_tools.dim_reduction.DimReductionBase method), [1], [2] (relevanceai.vector_tools.dim_reduction.Ivis method), [1], [2] (relevanceai.vector_tools.dim_reduction.PCA method), [1], [2] (relevanceai.vector_tools.dim_reduction.TSNE method), [1], [2] (relevanceai.vector_tools.dim_reduction.UMAP method), [1], [2]

flatten_inner_indxs() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi static method)

G

get() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] (relevanceai.api.endpoints.documents.DocumentsClient method), [1] get_all_documents() (relevanceai.api.batch.batch_retrieve.BatchRetrieveClient method), [1] get_bar() (relevanceai.progress_bar.ProgressBar method) get_centers() (relevanceai.vector_tools.cluster.CentroidCluster method), [1], [2] (relevanceai.vector_tools.cluster.MiniBatchKMeans method), [1], [2] get_centroid_docs() (relevanceai.vector_tools.cluster.CentroidCluster method), [1], [2] get_dataset() (relevanceai.datasets.ExampleDatasets method) get_documents() (relevanceai.api.batch.batch_retrieve.BatchRetrieveClient method), [1] get_dummy_ecommerce_dataset (in module relevanceai.datasets) get_dummy_ecommerce_dataset() (in module relevanceai.datasets) get_ecommerce_1_dataset() (in module relevanceai.datasets), [1] get_ecommerce_2_dataset() (in module relevanceai.datasets), [1] get_ecommerce_3_dataset() (in module relevanceai.datasets), [1] get_ecommerce_dataset (in module relevanceai.datasets) get_ecommerce_dataset() (in module relevanceai.datasets)

get_flipkart_dataset() (in module relevanceai.datasets), [1] get_games_dataset() (in module relevanceai.datasets), [1] get_machine_learning_research_dataset() (in module relevanceai.datasets), [1] get_mission_statements_dataset() (in module relevanceai.datasets), [1] get_mongo_collection() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) get_mongo_db() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) get_nearest_neighbours() (relevanceai.vector_tools.nearest_neighbours.NearestNeighbours static method) get_news_dataset() (in module relevanceai.datasets), [1] get_number_of_documents() (relevanceai.api.batch.batch_retrieve.BatchRetrieveClient method), [1] get_online_retail_dataset() (in module relevanceai.datasets), [1] get_option() (relevanceai.config.Config method), [1] get_realestate_dataset() (in module relevanceai.datasets), [1] get_sample_ecommerce_dataset (in module relevanceai.datasets) get_sample_ecommerce_dataset() (in module relevanceai.datasets) get_vector_fields() (relevanceai.api.batch.batch_retrieve.BatchRetrieveClient method), [1] get_where() (relevanceai.api.endpoints.documents.DocumentsClient method), [1] get_word_frequency() (base_text_processing.BaseTextProcessing static method)

H

hdbscan_cluster() (relevanceai.vector_tools.cluster.Cluster method), [1], [2] HDBSCANClusterer (class in relevanceai.vector_tools.cluster), [1], [2] health() (relevanceai.api.endpoints.monitor.MonitorClient method), [1]

HOMOGENEITY_INFO (in module relevanceai.vector_tools.cluster_evaluate) homogeneity_score() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) hybrid() (relevanceai.api.endpoints.search.SearchClient method), [1]

I

image() (relevanceai.api.endpoints.encoders.EncodersClient method), [1] imagetext() (relevanceai.api.endpoints.encoders.EncodersClient method), [1] info (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger attribute) (relevanceai.logger.AbstractLogger attribute) (relevanceai.vector_tools.client.VectorTools attribute) (relevanceai.vector_tools.cluster.CentroidCluster attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.cluster.ClusterBase attribute), [1] (relevanceai.vector_tools.cluster.DensityCluster attribute), [1] (relevanceai.vector_tools.cluster.HDBSCANClusterer attribute), [1] (relevanceai.vector_tools.cluster.KMeans attribute), [1] (relevanceai.vector_tools.cluster.MiniBatchKMeans attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute) (relevanceai.vector_tools.dim_reduction.DimReductionBase attribute), [1] (relevanceai.vector_tools.dim_reduction.Ivis attribute), [1] (relevanceai.vector_tools.dim_reduction.PCA attribute), [1] (relevanceai.vector_tools.dim_reduction.TSNE attribute), [1] (relevanceai.vector_tools.dim_reduction.UMAP attribute), [1]

insert() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] insert_df() (relevanceai.api.batch.batch_insert.BatchInsertClient method), [1] insert_documents() (relevanceai.api.batch.batch_insert.BatchInsertClient method), [1] is_in_ipython() (relevanceai.progress_bar.ProgressBar static method) is_in_notebook() (relevanceai.progress_bar.ProgressBar method) Ivis (class in relevanceai.vector_tools.dim_reduction), [1], [2]

K

KMeans (class in relevanceai.vector_tools.cluster), [1], [2] kmeans_cluster() (relevanceai.vector_tools.cluster.Cluster method), [1], [2]

KNN() (relevanceai.api.endpoints.prediction.PredictionClient method), [1] KNN_from_results() (relevanceai.api.endpoints.prediction.PredictionClient method), [1]

L

label_distribution_from_docs() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) label_joint_distribution_from_docs() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) list() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] (relevanceai.api.endpoints.documents.DocumentsClient method), [1] (relevanceai.api.endpoints.tasks.TasksClient method), [1] list_all() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] list_closest_to_center() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] list_datasets() (relevanceai.datasets.ExampleDatasets method)

list_furthest_from_center() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] LIST_SIZE_MULTIPLIER (in module relevanceai.api.batch.batch_insert) (in module relevanceai.api.batch.batch_retrieve) log_ids() (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger method), [1] logger (relevanceai.logger.LoguruLogger property) (relevanceai.transport.Transport attribute) login() (relevanceai.Client method) (relevanceai.http_client.Client method) LoguruLogger (class in relevanceai.logger)

M

make_http_request() (relevanceai.transport.Transport method), [1] make_search_suggestion() (relevanceai.Client method) (relevanceai.http_client.Client method) make_suggestion() (relevanceai.api.endpoints.search.SearchClient method), [1] MAX_SIZE (in module relevanceai.visualise.dash_components.callbacks) metadata (relevanceai.vector_tools.cluster.ClusterBase property), [1], [2] metadata() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] METRIC_DESCRIPTION (in module relevanceai.vector_tools.cluster_evaluate) metrics() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate method) metrics_from_docs() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) migrate_mongo2relevance_ai() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) MiniBatchKMeans (class in relevanceai.vector_tools.cluster), [1], [2] MissingFieldError, [1] module base_text_processing relevanceai relevanceai.api, [1] relevanceai.api.batch, [1] relevanceai.api.batch.batch_insert, [1] relevanceai.api.batch.batch_retrieve, [1] relevanceai.api.batch.chunk, [1] relevanceai.api.batch.local_logger, [1] relevanceai.api.batch.mongo_to_relevance_ai relevanceai.api.client, [1] relevanceai.api.endpoints, [1] relevanceai.api.endpoints.admin, [1] relevanceai.api.endpoints.aggregate, [1] relevanceai.api.endpoints.centroids, [1] relevanceai.api.endpoints.client, [1] relevanceai.api.endpoints.cluster, [1] relevanceai.api.endpoints.datasets, [1] relevanceai.api.endpoints.documents, [1] relevanceai.api.endpoints.encoders, [1] relevanceai.api.endpoints.monitor, [1] relevanceai.api.endpoints.prediction, [1] relevanceai.api.endpoints.recommend, [1] relevanceai.api.endpoints.search, [1] relevanceai.api.endpoints.services, [1] relevanceai.api.endpoints.tagger, [1] relevanceai.api.endpoints.tasks, [1] relevanceai.api.endpoints.wordclouds, [1] relevanceai.api.requests_config, [1] relevanceai.base, [1] relevanceai.concurrency, [1] relevanceai.config, [1] relevanceai.dashboard_mappings relevanceai.datasets, [1] relevanceai.errors, [1] relevanceai.http_client relevanceai.logger relevanceai.progress_bar, [1] relevanceai.transport, [1] relevanceai.utils relevanceai.vector_tools, [1], [2] relevanceai.vector_tools.client, [1], [2] relevanceai.vector_tools.cluster, [1], [2] relevanceai.vector_tools.cluster_evaluate relevanceai.vector_tools.constants, [1], [2] relevanceai.vector_tools.dim_reduction, [1], [2] relevanceai.vector_tools.nearest_neighbours relevanceai.vector_tools.plot_text_theme_model relevanceai.visualise relevanceai.visualise.dash_components relevanceai.visualise.dash_components.app relevanceai.visualise.dash_components.callbacks relevanceai.visualise.dash_components.components relevanceai.visualise.dash_components.components.buttons relevanceai.visualise.dash_components.components.sections relevanceai.visualise.dash_components.sections relevanceai.visualise.dash_components.sections.control_panel relevanceai.visualise.dash_components.sections.display_panel relevanceai.visualise.dash_components.sections.graph relevanceai.visualise.dash_components.sections.header relevanceai.visualise.projector

Mongo2RelevanceAi (class in relevanceai.api.batch.mongo_to_relevance_ai) mongo_doc_count() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) mongo_summary() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) MonitorClient (class in relevanceai.api.endpoints.monitor), [1] multi_text() (relevanceai.api.endpoints.encoders.EncodersClient method), [1] multiprocess() (in module relevanceai.concurrency) multistep_chunk() (relevanceai.api.endpoints.search.SearchClient method), [1] multithread() (in module relevanceai.concurrency)

N

NamedSlider() (in module relevanceai.visualise.dash_components.components.buttons) NEAREST_NEIGHBOURS (in module relevanceai.vector_tools.constants) NearestNeighbours (class in relevanceai.vector_tools.nearest_neighbours)

neighbour_callbacks() (in module relevanceai.visualise.dash_components.callbacks) normalize_text() (base_text_processing.BaseTextProcessing static method) NullProgressBar (class in relevanceai.progress_bar), [1]

O

options (relevanceai.config.Config property), [1]

P

paginate() (relevanceai.api.endpoints.documents.DocumentsClient method), [1] parse_json() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi static method) PATH (in module relevanceai.config) PCA (class in relevanceai.vector_tools.dim_reduction), [1], [2] plot() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate method) (relevanceai.visualise.projector.Projector method) plot_from_docs() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) (relevanceai.visualise.projector.Projector method) PlotTextThemeModel (class in relevanceai.vector_tools.plot_text_theme_model) PredictionClient (class in relevanceai.api.endpoints.prediction), [1] print_dashboard_url() (relevanceai.transport.Transport method) progress_bar() (in module relevanceai.progress_bar) ProgressBar (class in relevanceai.progress_bar) project (relevanceai.api.batch.batch_insert.BatchInsertClient attribute) (relevanceai.api.batch.batch_retrieve.BatchRetrieveClient attribute) (relevanceai.api.endpoints.admin.AdminClient attribute) (relevanceai.api.endpoints.aggregate.AggregateClient attribute) (relevanceai.api.endpoints.centroids.CentroidsClient attribute) (relevanceai.api.endpoints.client.APIClient attribute) (relevanceai.api.endpoints.cluster.ClusterClient attribute) (relevanceai.api.endpoints.datasets.DatasetsClient attribute) (relevanceai.api.endpoints.documents.DocumentsClient attribute) (relevanceai.api.endpoints.encoders.EncodersClient attribute) (relevanceai.api.endpoints.monitor.MonitorClient attribute) (relevanceai.api.endpoints.prediction.PredictionClient attribute) (relevanceai.api.endpoints.recommend.RecommendClient attribute) (relevanceai.api.endpoints.search.SearchClient attribute) (relevanceai.api.endpoints.services.ServicesClient attribute) (relevanceai.api.endpoints.tagger.TaggerClient attribute) (relevanceai.api.endpoints.tasks.TasksClient attribute) (relevanceai.api.endpoints.wordclouds.WordcloudsClient attribute) (relevanceai.transport.Transport attribute) (relevanceai.vector_tools.client.VectorTools attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute), [1]

Projector (class in relevanceai.visualise.projector) pull_update_push() (relevanceai.api.batch.batch_insert.BatchInsertClient method), [1] pull_update_push_to_cloud() (relevanceai.api.batch.batch_insert.BatchInsertClient method), [1] PullUpdatePushLocalLogger (class in relevanceai.api.batch.local_logger), [1] PYMONGO_AVAILABLE (in module relevanceai.api.batch.mongo_to_relevance_ai) pypi_data (in module relevanceai)

R

RAND_INFO (in module relevanceai.vector_tools.cluster_evaluate) RecommendClient (class in relevanceai.api.endpoints.recommend), [1] relevanceai module relevanceai.api module, [1] relevanceai.api.batch module, [1] relevanceai.api.batch.batch_insert module, [1] relevanceai.api.batch.batch_retrieve module, [1] relevanceai.api.batch.chunk module, [1] relevanceai.api.batch.local_logger module, [1] relevanceai.api.batch.mongo_to_relevance_ai module relevanceai.api.client module, [1] relevanceai.api.endpoints module, [1] relevanceai.api.endpoints.admin module, [1] relevanceai.api.endpoints.aggregate module, [1] relevanceai.api.endpoints.centroids module, [1] relevanceai.api.endpoints.client module, [1] relevanceai.api.endpoints.cluster module, [1] relevanceai.api.endpoints.datasets module, [1] relevanceai.api.endpoints.documents module, [1] relevanceai.api.endpoints.encoders module, [1] relevanceai.api.endpoints.monitor module, [1] relevanceai.api.endpoints.prediction module, [1] relevanceai.api.endpoints.recommend module, [1] relevanceai.api.endpoints.search module, [1] relevanceai.api.endpoints.services module, [1] relevanceai.api.endpoints.tagger module, [1] relevanceai.api.endpoints.tasks module, [1] relevanceai.api.endpoints.wordclouds module, [1] relevanceai.api.requests_config module, [1] relevanceai.base module, [1] relevanceai.concurrency module, [1] relevanceai.config module, [1] relevanceai.dashboard_mappings module

relevanceai.datasets module, [1] relevanceai.errors module, [1] relevanceai.http_client module relevanceai.logger module relevanceai.progress_bar module, [1] relevanceai.transport module, [1] relevanceai.utils module relevanceai.vector_tools module, [1], [2] relevanceai.vector_tools.client module, [1], [2] relevanceai.vector_tools.cluster module, [1], [2] relevanceai.vector_tools.cluster_evaluate module relevanceai.vector_tools.constants module, [1], [2] relevanceai.vector_tools.dim_reduction module, [1], [2] relevanceai.vector_tools.nearest_neighbours module relevanceai.vector_tools.plot_text_theme_model module relevanceai.visualise module relevanceai.visualise.dash_components module relevanceai.visualise.dash_components.app module relevanceai.visualise.dash_components.callbacks module relevanceai.visualise.dash_components.components module relevanceai.visualise.dash_components.components.buttons module relevanceai.visualise.dash_components.components.sections module relevanceai.visualise.dash_components.sections module relevanceai.visualise.dash_components.sections.control_panel module relevanceai.visualise.dash_components.sections.display_panel module relevanceai.visualise.dash_components.sections.graph module relevanceai.visualise.dash_components.sections.header module relevanceai.visualise.projector module RELEVANCEAI_BLUE (in module relevanceai.visualise.projector) RelevanceAIError, [1] remove_duplicates() (in module relevanceai.visualise.dash_components.callbacks) remove_nan() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi static method) rename_fields() (relevanceai.api.batch.batch_insert.BatchInsertClient method), [1] request_read_api_key() (relevanceai.api.endpoints.admin.AdminClient method), [1] reset_to_default() (relevanceai.config.Config method), [1]

S

schema() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] search() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] SearchClient (class in relevanceai.api.endpoints.search), [1] select_fields_from_json() (in module relevanceai.datasets) semantic() (relevanceai.api.endpoints.search.SearchClient method), [1] send_dataset() (relevanceai.api.endpoints.admin.AdminClient method), [1] ServicesClient (class in relevanceai.api.endpoints.services), [1] set_mongo_collection() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) set_mongo_db() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) set_option() (relevanceai.config.Config method), [1] SILHOUETTE_INFO (in module relevanceai.vector_tools.cluster_evaluate) silhouette_score() (relevanceai.vector_tools.cluster_evaluate.ClusterEvaluate static method) sort_dict() (in module relevanceai.vector_tools.cluster_evaluate) stats() (relevanceai.api.endpoints.monitor.MonitorClient method), [1] status() (relevanceai.api.endpoints.tasks.TasksClient method), [1] str2bool() (in module relevanceai.api.endpoints.client), [1] (in module relevanceai.base) (in module relevanceai.http_client) (in module relevanceai.logger)

success (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger attribute) (relevanceai.logger.AbstractLogger attribute) (relevanceai.vector_tools.client.VectorTools attribute) (relevanceai.vector_tools.cluster.CentroidCluster attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.cluster.ClusterBase attribute), [1] (relevanceai.vector_tools.cluster.DensityCluster attribute), [1] (relevanceai.vector_tools.cluster.HDBSCANClusterer attribute), [1] (relevanceai.vector_tools.cluster.KMeans attribute), [1] (relevanceai.vector_tools.cluster.MiniBatchKMeans attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute) (relevanceai.vector_tools.dim_reduction.DimReductionBase attribute), [1] (relevanceai.vector_tools.dim_reduction.Ivis attribute), [1] (relevanceai.vector_tools.dim_reduction.PCA attribute), [1] (relevanceai.vector_tools.dim_reduction.TSNE attribute), [1] (relevanceai.vector_tools.dim_reduction.UMAP attribute), [1]

T

tag() (relevanceai.api.endpoints.tagger.TaggerClient method), [1] TaggerClient (class in relevanceai.api.endpoints.tagger), [1] task_status() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] TasksClient (class in relevanceai.api.endpoints.tasks), [1] text() (relevanceai.api.endpoints.encoders.EncodersClient method), [1] textimage() (relevanceai.api.endpoints.encoders.EncodersClient method), [1]

THIS_MODULE (in module relevanceai.datasets) to_metadata() (relevanceai.vector_tools.cluster.ClusterBase method), [1], [2] (relevanceai.vector_tools.cluster.KMeans method), [1], [2] (relevanceai.vector_tools.cluster.MiniBatchKMeans method), [1], [2] traditional() (relevanceai.api.endpoints.search.SearchClient method), [1] Transport (class in relevanceai.transport), [1] TSNE (class in relevanceai.vector_tools.dim_reduction), [1], [2]

U

UMAP (class in relevanceai.vector_tools.dim_reduction), [1], [2] update() (relevanceai.api.endpoints.centroids.CentroidsClient method), [1] (relevanceai.api.endpoints.documents.DocumentsClient method), [1] update_documents() (relevanceai.api.batch.batch_insert.BatchInsertClient method), [1]

update_graph() (in module relevanceai.visualise.dash_components.callbacks) update_id() (relevanceai.api.batch.mongo_to_relevance_ai.Mongo2RelevanceAi method) update_where() (relevanceai.api.endpoints.documents.DocumentsClient method), [1] usage() (relevanceai.api.endpoints.monitor.MonitorClient method), [1] Utils (class in relevanceai.utils)

V

vector() (relevanceai.api.endpoints.recommend.RecommendClient method), [1] (relevanceai.api.endpoints.search.SearchClient method), [1]

vectorize() (relevanceai.api.endpoints.datasets.DatasetsClient method), [1] VectorTools (class in relevanceai.vector_tools.client), [1], [2] vis_requirements (in module relevanceai.http_client), [1]

W

warn (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger attribute) (relevanceai.logger.AbstractLogger attribute) (relevanceai.vector_tools.client.VectorTools attribute) (relevanceai.vector_tools.cluster.CentroidCluster attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.cluster.ClusterBase attribute), [1] (relevanceai.vector_tools.cluster.DensityCluster attribute), [1] (relevanceai.vector_tools.cluster.HDBSCANClusterer attribute), [1] (relevanceai.vector_tools.cluster.KMeans attribute), [1] (relevanceai.vector_tools.cluster.MiniBatchKMeans attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute) (relevanceai.vector_tools.dim_reduction.DimReductionBase attribute), [1] (relevanceai.vector_tools.dim_reduction.Ivis attribute), [1] (relevanceai.vector_tools.dim_reduction.PCA attribute), [1] (relevanceai.vector_tools.dim_reduction.TSNE attribute), [1] (relevanceai.vector_tools.dim_reduction.UMAP attribute), [1] warning (relevanceai.api.batch.local_logger.PullUpdatePushLocalLogger attribute) (relevanceai.logger.AbstractLogger attribute) (relevanceai.vector_tools.client.VectorTools attribute) (relevanceai.vector_tools.cluster.CentroidCluster attribute), [1] (relevanceai.vector_tools.cluster.Cluster attribute), [1] (relevanceai.vector_tools.cluster.ClusterBase attribute), [1] (relevanceai.vector_tools.cluster.DensityCluster attribute), [1] (relevanceai.vector_tools.cluster.HDBSCANClusterer attribute), [1] (relevanceai.vector_tools.cluster.KMeans attribute), [1] (relevanceai.vector_tools.cluster.MiniBatchKMeans attribute), [1] (relevanceai.vector_tools.dim_reduction.DimReduction attribute) (relevanceai.vector_tools.dim_reduction.DimReductionBase attribute), [1] (relevanceai.vector_tools.dim_reduction.Ivis attribute), [1] (relevanceai.vector_tools.dim_reduction.PCA attribute), [1] (relevanceai.vector_tools.dim_reduction.TSNE attribute), [1] (relevanceai.vector_tools.dim_reduction.UMAP attribute), [1]

wordclouds() (relevanceai.api.endpoints.wordclouds.WordcloudsClient method), [1] WordcloudsClient (class in relevanceai.api.endpoints.wordclouds), [1]