Welcome to the Cobalt documentation!
Contents:
- Setup
- Tutorial
- Concept Overview
- Preparing Data for Cobalt
- The Cobalt Workspace
- The Cobalt UI
- Example Notebooks
- Cobalt API
WorkspaceWorkspace.uiWorkspace.run_auto_group_analysisWorkspace.from_arrays()Workspace.view_table()Workspace.analyze()Workspace.feature_compare()Workspace.get_groups()Workspace.add_group()Workspace.graphsWorkspace.add_graph()Workspace.new_graph()Workspace.add_evaluation_metric_values()Workspace.find_drifted_groups()Workspace.drifted_groupsWorkspace.find_failure_groups()Workspace.failure_groupsWorkspace.find_clusters()Workspace.clustering_resultsWorkspace.export_groups_as_dataframe()Workspace.import_groups_from_dataframe()Workspace.auto_analysis()Workspace.add_column()
UICobaltDatasetCobaltDataset.nameCobaltDataset.metadataCobaltDataset.modelsCobaltDataset.get_categorical_columns()CobaltDataset.set_column_text_type()CobaltDataset.array_namesCobaltDataset.add_model()CobaltDataset.dfCobaltDataset.select_col()CobaltDataset.set_column()CobaltDataset.add_media_column()CobaltDataset.get_array()CobaltDataset.add_array()CobaltDataset.add_embedding_array()CobaltDataset.add_embedding()CobaltDataset.embedding_metadataCobaltDataset.embedding_names()CobaltDataset.get_embedding_metadata_by_name()CobaltDataset.compute_model_performance_metrics()CobaltDataset.time_range()CobaltDataset.subset()CobaltDataset.as_subset()CobaltDataset.sample()CobaltDataset.to_dict()CobaltDataset.to_json()CobaltDataset.from_json()CobaltDataset.from_dict()CobaltDataset.save()CobaltDataset.load()CobaltDataset.create_rich_media_table()CobaltDataset.embedding_arraysCobaltDataset.filter()CobaltDataset.get_embedding()CobaltDataset.get_embedding_array_by_name()CobaltDataset.get_image_columns()CobaltDataset.get_model_performance_data()CobaltDataset.get_summary_statistics()CobaltDataset.mask()CobaltDataset.modelCobaltDataset.overall_model_performance_score()CobaltDataset.overall_model_performance_scores()
CobaltDataSubsetCobaltDataSubset.sourceCobaltDataSubset.indicesCobaltDataSubset.metadataCobaltDataSubset.modelsCobaltDataSubset.array_namesCobaltDataSubset.get_categorical_columns()CobaltDataSubset.dfCobaltDataSubset.select_col()CobaltDataSubset.get_array()CobaltDataSubset.subset()CobaltDataSubset.concatenate()CobaltDataSubset.difference()CobaltDataSubset.intersect()CobaltDataSubset.to_dataset()CobaltDataSubset.intersection_size()CobaltDataSubset.complement()CobaltDataSubset.as_mask_on()CobaltDataSubset.as_mask()CobaltDataSubset.is_subset()CobaltDataSubset.embedding_names()CobaltDataSubset.embedding_metadataCobaltDataSubset.get_embedding_metadata_by_name()CobaltDataSubset.get_model_performance_metrics()CobaltDataSubset.get_classifier()CobaltDataSubset.get_graph_inputs()CobaltDataSubset.to_json()CobaltDataSubset.from_json()CobaltDataSubset.create_rich_media_table()CobaltDataSubset.embedding_arraysCobaltDataSubset.filter()CobaltDataSubset.get_embedding()CobaltDataSubset.get_embedding_array_by_name()CobaltDataSubset.get_image_columns()CobaltDataSubset.get_model_performance_data()CobaltDataSubset.get_summary_statistics()CobaltDataSubset.mask()CobaltDataSubset.modelCobaltDataSubset.overall_model_performance_score()CobaltDataSubset.overall_model_performance_scores()CobaltDataSubset.sample()
ModelMetadataModelMetadata.outcome_columnsModelMetadata.prediction_columnsModelMetadata.taskModelMetadata.nameModelMetadata.to_dict()ModelMetadata.to_json()ModelMetadata.from_json()ModelMetadata.from_dict()ModelMetadata.prediction_columnModelMetadata.outcome_columnModelMetadata.performance_metrics()ModelMetadata.performance_metric_keys()ModelMetadata.get_performance_metric_for()ModelMetadata.calculate_performance_metric()ModelMetadata.overall_performance_metric()ModelMetadata.overall_performance_metrics()ModelMetadata.get_confusion_matrix()ModelMetadata.get_statistic_metrics()
DatasetMetadataDatasetMetadata.media_columnsDatasetMetadata.timestamp_columnsDatasetMetadata.hidable_columnsDatasetMetadata.default_columnsDatasetMetadata.other_metadata_columnsDatasetMetadata.data_typesDatasetMetadata.timestamp_column()DatasetMetadata.has_timestamp_column()DatasetMetadata.long_text_columnsDatasetMetadata.default_topic_columnDatasetMetadata.embeddingsDatasetMetadata.add_embedding()DatasetMetadata.to_dict()DatasetMetadata.to_json()DatasetMetadata.from_json()DatasetMetadata.from_dict()
MediaInformationColumnMediaInformationColumn.column_nameMediaInformationColumn.file_typeMediaInformationColumn.host_directoryMediaInformationColumn.is_remoteMediaInformationColumn.is_image_type()MediaInformationColumn.autoname_media_visualization_column()MediaInformationColumn.to_dict()MediaInformationColumn.to_json()MediaInformationColumn.from_json()
EmbeddingArrayEmbeddingColumnEmbeddingDatasetSplitDatasetSplit.has_multiple_subsetsDatasetSplit.comparable_subset_pairsDatasetSplit.namesDatasetSplit.trainDatasetSplit.testDatasetSplit.prodDatasetSplit.clear()DatasetSplit.copy()DatasetSplit.fromkeys()DatasetSplit.get()DatasetSplit.items()DatasetSplit.keys()DatasetSplit.pop()DatasetSplit.popitem()DatasetSplit.setdefault()DatasetSplit.update()DatasetSplit.values()
ProblemGroupGroupResultsCollectionGroupResultsCollection.run_typeGroupResultsCollection.groupsGroupResultsCollection.run_idGroupResultsCollection.nameGroupResultsCollection.source_dataGroupResultsCollection.group_typeGroupResultsCollection.algorithmGroupResultsCollection.paramsGroupResultsCollection.visibleGroupResultsCollection.raw_groupsGroupResultsCollection.summary()
MultiResolutionGraphHierarchicalPartitionGraphDisjointPartitionGraphGraphSpecFilterSpecload_tabular_dataset()get_tabular_embeddings()check_license()setup_api_client()get_api_client()setup_license()register_license()- Lab Functionality
- Release Notes
- Licensing