Welcome to the Cobalt documentation!
Contents:
- Setup
- Tutorial
- Preparing Data for Cobalt
- The Cobalt Workspace
- The Cobalt UI
- Building TDA Graphs
- Example Notebooks
- Cobalt API
WorkspaceWorkspace.uiWorkspace.run_auto_group_analysisWorkspace.add_column()Workspace.add_dataset()Workspace.add_evaluation_metric_values()Workspace.add_graph()Workspace.add_group()Workspace.analyze()Workspace.auto_analysis()Workspace.clustering_resultsWorkspace.datasetWorkspace.drifted_groupsWorkspace.export_groups_as_dataframe()Workspace.failure_groupsWorkspace.feature_compare()Workspace.find_clusters()Workspace.find_drifted_groups()Workspace.find_failure_groups()Workspace.from_arrays()Workspace.get_graph_level()Workspace.get_graph_levels()Workspace.get_group_neighbors()Workspace.get_groups()Workspace.get_linked_datasets()Workspace.get_split()Workspace.graphsWorkspace.import_groups_from_dataframe()Workspace.link_datasets()Workspace.load()Workspace.new_graph()Workspace.save()Workspace.saved_groupsWorkspace.view_table()
UICobaltDatasetCobaltDataset.nameCobaltDataset.add_array()CobaltDataset.add_column_embedding()CobaltDataset.add_embedding()CobaltDataset.add_embedding_array()CobaltDataset.add_media_column()CobaltDataset.add_model()CobaltDataset.add_rf_embedding()CobaltDataset.add_scaled_embedding()CobaltDataset.add_text_column_embedding()CobaltDataset.array_namesCobaltDataset.as_subset()CobaltDataset.compute_model_performance_metrics()CobaltDataset.create_rich_media_table()CobaltDataset.dfCobaltDataset.embedding_metadataCobaltDataset.embedding_namesCobaltDataset.filter()CobaltDataset.get_array()CobaltDataset.get_embedding()CobaltDataset.get_embedding_array()CobaltDataset.get_image_columns()CobaltDataset.get_model_performance_data()CobaltDataset.get_summary_statistics()CobaltDataset.load()CobaltDataset.mask()CobaltDataset.metadataCobaltDataset.modelsCobaltDataset.overall_model_performance_score()CobaltDataset.overall_model_performance_scores()CobaltDataset.sample()CobaltDataset.save()CobaltDataset.select_col()CobaltDataset.set_column()CobaltDataset.set_column_text_type()CobaltDataset.subset()CobaltDataset.time_range()CobaltDataset.to_dict()
CobaltDataSubsetCobaltDataSubset.source_datasetCobaltDataSubset.indicesCobaltDataSubset.as_mask()CobaltDataSubset.as_mask_on()CobaltDataSubset.complement()CobaltDataSubset.concatenate()CobaltDataSubset.create_rich_media_table()CobaltDataSubset.dfCobaltDataSubset.difference()CobaltDataSubset.embedding_namesCobaltDataSubset.filter()CobaltDataSubset.get_embedding()CobaltDataSubset.get_embedding_array()CobaltDataSubset.get_image_columns()CobaltDataSubset.get_model_performance_data()CobaltDataSubset.get_model_performance_metrics()CobaltDataSubset.get_summary_statistics()CobaltDataSubset.intersect()CobaltDataSubset.intersection_size()CobaltDataSubset.mask()CobaltDataSubset.metadataCobaltDataSubset.modelsCobaltDataSubset.overall_model_performance_score()CobaltDataSubset.overall_model_performance_scores()CobaltDataSubset.sample()CobaltDataSubset.select_col()CobaltDataSubset.subset()CobaltDataSubset.to_dataset()
ModelMetadataModelMetadata.nameModelMetadata.taskModelMetadata.input_columnsModelMetadata.prediction_columnsModelMetadata.outcome_columnsModelMetadata.add_metric_column()ModelMetadata.get_confusion_matrix()ModelMetadata.get_statistic_metrics()ModelMetadata.outcome_columnModelMetadata.performance_metricsModelMetadata.prediction_column
DatasetMetadataMediaInformationColumnEmbeddingArrayEmbeddingColumnEmbeddingRandomForestEmbeddingRandomForestEmbedding.source_embedding_nameRandomForestEmbedding.outcome_columnRandomForestEmbedding.n_estimatorsRandomForestEmbedding.max_depthRandomForestEmbedding.supervisedRandomForestEmbedding.admissible_distance_metricsRandomForestEmbedding.default_distance_metricRandomForestEmbedding.dimensionRandomForestEmbedding.distance_metricsRandomForestEmbedding.embed()RandomForestEmbedding.get()RandomForestEmbedding.get_available_distance_metrics()RandomForestEmbedding.has_model()RandomForestEmbedding.modelRandomForestEmbedding.supervisedRandomForestEmbedding.with_model()
ScaledEmbeddingDatasetSplitDatasetSplit.clear()DatasetSplit.comparable_subset_pairsDatasetSplit.copy()DatasetSplit.from_dataset_column()DatasetSplit.fromkeys()DatasetSplit.get()DatasetSplit.has_multiple_subsetsDatasetSplit.items()DatasetSplit.keys()DatasetSplit.namesDatasetSplit.pop()DatasetSplit.popitem()DatasetSplit.prodDatasetSplit.setdefault()DatasetSplit.testDatasetSplit.trainDatasetSplit.update()DatasetSplit.values()
ProblemGroupProblemGroup.descriptionProblemGroup.feature_boundsProblemGroup.get_autodescriptions()ProblemGroup.group_typeProblemGroup.nameProblemGroup.primary_metricProblemGroup.problem_descriptionProblemGroup.severityProblemGroup.subsetProblemGroup.metricsProblemGroup.display_infoProblemGroup.keywordsProblemGroup.comparison_stats
SubsetCollectionGroupMetadataGroupCollectionGroupCollection.aggregate_col()GroupCollection.compare_models()GroupCollection.compute_group_keywords()GroupCollection.concatenate()GroupCollection.evaluate_model()GroupCollection.from_groups()GroupCollection.from_subset_collection()GroupCollection.get_array()GroupCollection.get_autodescriptions()GroupCollection.is_pairwise_disjoint()GroupCollection.metadataGroupCollection.select_col()GroupCollection.set_names_from_keywords()GroupCollection.set_names_sequential()
GroupResultsCollectionGroupResultsCollection.aggregate_col()GroupResultsCollection.compare_models()GroupResultsCollection.compute_group_keywords()GroupResultsCollection.concatenate()GroupResultsCollection.evaluate_model()GroupResultsCollection.from_groups()GroupResultsCollection.from_subset_collection()GroupResultsCollection.get_array()GroupResultsCollection.get_autodescriptions()GroupResultsCollection.groupsGroupResultsCollection.is_pairwise_disjoint()GroupResultsCollection.metadataGroupResultsCollection.raw_groupsGroupResultsCollection.select_col()GroupResultsCollection.set_names_from_keywords()GroupResultsCollection.set_names_sequential()GroupResultsCollection.summary()GroupResultsCollection.nameGroupResultsCollection.source_dataGroupResultsCollection.group_typeGroupResultsCollection.algorithmGroupResultsCollection.paramsGroupResultsCollection.run_typeGroupResultsCollection.visibleGroupResultsCollection.run_id
HierarchicalCobaltGraphHierarchicalCobaltGraph.levelsHierarchicalCobaltGraph.nameHierarchicalCobaltGraph.subsetHierarchicalCobaltGraph.paramsHierarchicalCobaltGraph.embeddingHierarchicalCobaltGraph.source_columnsHierarchicalCobaltGraph.base_graphHierarchicalCobaltGraph.n_levelsHierarchicalCobaltGraph.neighbor_graphHierarchicalCobaltGraph.raw_graph
CobaltGraphCobaltGraph.subsetCobaltGraph.node_subsetsCobaltGraph.NCobaltGraph.csr_graphCobaltGraph.edge_listCobaltGraph.edge_mtxCobaltGraph.edge_weightsCobaltGraph.edgesCobaltGraph.get_group_collection()CobaltGraph.induced_subgraph()CobaltGraph.n_edgesCobaltGraph.node_membershipCobaltGraph.node_setsCobaltGraph.nodesCobaltGraph.partition_modularity()
GraphSpecFilterSpecNeighborParamsClusteringParamsCombinedMetricCustomMetricsettingscheck_license()setup_api_client()setup_license()register_license()
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