Index

A

add_array() (cobalt.CobaltDataset method) add_column() (cobalt.Workspace method) add_column_embedding() (cobalt.CobaltDataset method) add_dataset() (cobalt.Workspace method) add_embedding() (cobalt.CobaltDataset method) add_embedding_array() (cobalt.CobaltDataset method) add_evaluation_metric_values() (cobalt.Workspace method) add_graph() (cobalt.Workspace method) add_group() (cobalt.Workspace method) add_media_column() (cobalt.CobaltDataset method) add_metric_column() (cobalt.ModelMetadata method) add_model() (cobalt.CobaltDataset method) add_rf_embedding() (cobalt.CobaltDataset method) add_scaled_embedding() (cobalt.CobaltDataset method) add_text_column_embedding() (cobalt.CobaltDataset method) admissible_distance_metrics (cobalt.ArrayEmbedding property) (cobalt.ColumnEmbedding property) (cobalt.Embedding property) (cobalt.RandomForestEmbedding property) (cobalt.ScaledEmbedding property)

affinity (cobalt.GraphSpec attribute) (cobalt.NeighborParams attribute) aggregate_col() (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) (cobalt.SubsetCollection method) algorithm (cobalt.GroupResultsCollection attribute) allow_multiple_merges_per_node (cobalt.ClusteringParams attribute) analyze() (cobalt.Workspace static method) array_name (cobalt.ArrayEmbedding attribute) array_names (cobalt.CobaltDataset property) ArrayEmbedding (class in cobalt) as_mask() (cobalt.CobaltDataSubset method) as_mask_on() (cobalt.CobaltDataSubset method) as_subset() (cobalt.CobaltDataset method) auto_analysis() (cobalt.Workspace method) autoname_media_visualization_column() (cobalt.MediaInformationColumn method)

B

backend (cobalt.NeighborParams attribute) base_graph (cobalt.HierarchicalCobaltGraph attribute)

bin_method (cobalt.FilterSpec attribute) build() (cobalt.UI method)

C

check_license() (in module cobalt) clear() (cobalt.DatasetSplit method) clustering_params (cobalt.GraphSpec attribute) clustering_results (cobalt.Workspace property) ClusteringParams (class in cobalt) cobalt module CobaltDataset (class in cobalt) CobaltDataSubset (class in cobalt) CobaltGraph (class in cobalt) column_name (cobalt.MediaInformationColumn attribute) ColumnEmbedding (class in cobalt) columns (cobalt.ColumnEmbedding attribute) CombinedMetric (class in cobalt) comparable_subset_pairs (cobalt.DatasetSplit property) compare_models() (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method)

comparison_stats (cobalt.GroupMetadata attribute) (cobalt.ProblemGroup attribute) complement() (cobalt.CobaltDataSubset method) compute_group_keywords() (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) compute_model_performance_metrics() (cobalt.CobaltDataset method) concatenate() (cobalt.CobaltDataSubset method) (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) (cobalt.SubsetCollection method) copy() (cobalt.DatasetSplit method) create_rich_media_table() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) csr_graph (cobalt.CobaltGraph property) CustomMetric (class in cobalt)

D

data_types (cobalt.DatasetMetadata attribute) dataset (cobalt.Workspace property) DatasetMetadata (class in cobalt) DatasetSplit (class in cobalt) deduplicate (cobalt.NeighborParams attribute) default_columns (cobalt.DatasetMetadata attribute) default_distance_metric (cobalt.ArrayEmbedding property) (cobalt.ColumnEmbedding property) (cobalt.Embedding property) (cobalt.RandomForestEmbedding property) (cobalt.ScaledEmbedding property) default_topic_column (cobalt.DatasetMetadata property) description (cobalt.GroupMetadata attribute) (cobalt.ProblemGroup attribute) df (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property)

difference() (cobalt.CobaltDataSubset method) dimension (cobalt.ArrayEmbedding property) (cobalt.ColumnEmbedding property) (cobalt.Embedding property) (cobalt.RandomForestEmbedding property) (cobalt.ScaledEmbedding property) display_info (cobalt.GroupMetadata attribute) (cobalt.ProblemGroup attribute) distance_metrics (cobalt.ArrayEmbedding property) (cobalt.ColumnEmbedding property) (cobalt.Embedding property) (cobalt.RandomForestEmbedding property) (cobalt.ScaledEmbedding property) drifted_groups (cobalt.Workspace property)

E

edge_list (cobalt.CobaltGraph property) edge_mtx (cobalt.CobaltGraph property) edge_weights (cobalt.CobaltGraph property) edges (cobalt.CobaltGraph property) embed() (cobalt.RandomForestEmbedding method) Embedding (class in cobalt)

embedding (cobalt.HierarchicalCobaltGraph attribute) embedding_metadata (cobalt.CobaltDataset property) embedding_names (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) evaluate_model() (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) export_groups_as_dataframe() (cobalt.Workspace method)

F

f_vals (cobalt.FilterSpec attribute) failure_groups (cobalt.Workspace property) feature_bounds (cobalt.GroupMetadata attribute) (cobalt.ProblemGroup attribute) feature_compare() (cobalt.Workspace method) file_type (cobalt.MediaInformationColumn attribute) filter() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) filter_levels_per_component (cobalt.ClusteringParams attribute) filters (cobalt.GraphSpec attribute)

FilterSpec (class in cobalt) find_clusters() (cobalt.Workspace method) find_drifted_groups() (cobalt.Workspace method) find_failure_groups() (cobalt.Workspace method) from_arrays() (cobalt.Workspace static method) from_dataset_column() (cobalt.DatasetSplit class method) from_groups() (cobalt.GroupCollection class method) (cobalt.GroupResultsCollection class method) from_subset_collection() (cobalt.GroupCollection class method) (cobalt.GroupResultsCollection class method) fromkeys() (cobalt.DatasetSplit class method)

G

get() (cobalt.ArrayEmbedding method) (cobalt.ColumnEmbedding method) (cobalt.DatasetSplit method) (cobalt.Embedding method) (cobalt.RandomForestEmbedding method) (cobalt.ScaledEmbedding method) get_array() (cobalt.CobaltDataset method) (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) (cobalt.SubsetCollection method) get_autodescriptions() (cobalt.GroupCollection method) (cobalt.GroupMetadata method) (cobalt.GroupResultsCollection method) (cobalt.ProblemGroup method) get_available_distance_metrics() (cobalt.ArrayEmbedding method) (cobalt.ColumnEmbedding method) (cobalt.Embedding method) (cobalt.RandomForestEmbedding method) (cobalt.ScaledEmbedding method) get_confusion_matrix() (cobalt.ModelMetadata method) get_current_graph() (cobalt.UI method) get_current_graph_source_data() (cobalt.UI method) get_embedding() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_embedding_array() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_filtered_data() (cobalt.UI method) get_graph_and_clusters() (cobalt.UI method)

get_graph_level() (cobalt.Workspace method) get_graph_levels() (cobalt.Workspace method) get_graph_selection() (cobalt.UI method) get_group_collection() (cobalt.CobaltGraph method) get_group_neighbors() (cobalt.Workspace method) get_groups() (cobalt.Workspace method) get_image_columns() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_linked_datasets() (cobalt.Workspace method) get_model_performance_data() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_model_performance_metrics() (cobalt.CobaltDataSubset method) get_split() (cobalt.Workspace method) get_statistic_metrics() (cobalt.ModelMetadata method) get_summary_statistics() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) graph_decay_node_repulsion (cobalt.settings attribute) graph_layout_singletons_separately (cobalt.settings attribute) graph_prevent_node_overlaps (cobalt.settings attribute) graph_use_rich_node_labels (cobalt.settings attribute) graphs (cobalt.Workspace property) GraphSpec (class in cobalt) group_type (cobalt.GroupMetadata attribute) (cobalt.GroupResultsCollection attribute) (cobalt.ProblemGroup attribute) GroupCollection (class in cobalt) GroupMetadata (class in cobalt) GroupResultsCollection (class in cobalt) groups (cobalt.GroupResultsCollection property)

H

has_model() (cobalt.RandomForestEmbedding method) has_multiple_subsets (cobalt.DatasetSplit property)

hidable_columns (cobalt.DatasetMetadata attribute) HierarchicalCobaltGraph (class in cobalt) host_directory (cobalt.MediaInformationColumn attribute)

I

import_groups_from_dataframe() (cobalt.Workspace method) indices (cobalt.CobaltDataSubset attribute) induced_subgraph() (cobalt.CobaltGraph method) input_columns (cobalt.ModelMetadata attribute) intersect() (cobalt.CobaltDataSubset method)

intersection_size() (cobalt.CobaltDataSubset method) is_pairwise_disjoint() (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) (cobalt.SubsetCollection method) is_remote (cobalt.MediaInformationColumn attribute) items() (cobalt.DatasetSplit method)

K

K (cobalt.GraphSpec attribute) (cobalt.NeighborParams attribute)

keys() (cobalt.DatasetSplit method) keywords (cobalt.GroupMetadata attribute) (cobalt.ProblemGroup attribute)

L

L_coarseness (cobalt.GraphSpec attribute) L_connectivity (cobalt.GraphSpec attribute) levels (cobalt.HierarchicalCobaltGraph attribute)

link_datasets() (cobalt.Workspace method) load() (cobalt.CobaltDataset class method) (cobalt.Workspace static method) long_text_columns (cobalt.DatasetMetadata property)

M

M (cobalt.GraphSpec attribute) (cobalt.NeighborParams attribute) mask() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) max_depth (cobalt.RandomForestEmbedding attribute) max_dist (cobalt.NeighborParams attribute) max_height (cobalt.ClusteringParams attribute) media_columns (cobalt.DatasetMetadata attribute) MediaInformationColumn (class in cobalt) metadata (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) (cobalt.GroupCollection property) (cobalt.GroupResultsCollection property)

metric (cobalt.GraphSpec attribute) metrics (cobalt.GroupMetadata attribute) (cobalt.ProblemGroup attribute) min_nbrs (cobalt.GraphSpec attribute) (cobalt.NeighborParams attribute) model (cobalt.RandomForestEmbedding property) ModelMetadata (class in cobalt) models (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) module cobalt

N

N (cobalt.CobaltGraph property) n_bins (cobalt.FilterSpec attribute) n_edges (cobalt.CobaltGraph property) n_estimators (cobalt.RandomForestEmbedding attribute) n_levels (cobalt.HierarchicalCobaltGraph property) name (cobalt.CobaltDataset attribute) (cobalt.GroupMetadata attribute) (cobalt.GroupResultsCollection attribute) (cobalt.HierarchicalCobaltGraph attribute) (cobalt.ModelMetadata attribute) (cobalt.ProblemGroup attribute)

names (cobalt.DatasetSplit property) neighbor_graph (cobalt.HierarchicalCobaltGraph property) neighbor_params (cobalt.GraphSpec attribute) NeighborParams (class in cobalt) new_graph() (cobalt.Workspace method) node_membership (cobalt.CobaltGraph property) node_sets (cobalt.CobaltGraph property) node_subsets (cobalt.CobaltGraph attribute) nodes (cobalt.CobaltGraph property) num_threads (cobalt.ClusteringParams attribute)

O

other_metadata_columns (cobalt.DatasetMetadata attribute) outcome_column (cobalt.ModelMetadata property) (cobalt.RandomForestEmbedding attribute) outcome_columns (cobalt.ModelMetadata attribute)

overall_model_performance_score() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) overall_model_performance_scores() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method)

P

params (cobalt.GroupResultsCollection attribute) (cobalt.HierarchicalCobaltGraph attribute) partition_modularity() (cobalt.CobaltGraph method) performance_metrics (cobalt.ModelMetadata property) pop() (cobalt.DatasetSplit method) popitem() (cobalt.DatasetSplit method) prediction_column (cobalt.ModelMetadata property)

prediction_columns (cobalt.ModelMetadata attribute) primary_metric (cobalt.ProblemGroup attribute) problem_description (cobalt.ProblemGroup attribute) ProblemGroup (class in cobalt) prod (cobalt.DatasetSplit property) pruning_method (cobalt.FilterSpec attribute) pruning_threshold (cobalt.FilterSpec attribute)

R

RandomForestEmbedding (class in cobalt) raw_graph (cobalt.HierarchicalCobaltGraph property) raw_groups (cobalt.GroupResultsCollection property) register_colormap() (cobalt.settings class method)

register_license() (in module cobalt) run_auto_group_analysis (cobalt.Workspace attribute) run_id (cobalt.GroupResultsCollection attribute) run_type (cobalt.GroupResultsCollection attribute)

S

sample() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) save() (cobalt.CobaltDataset method) (cobalt.Workspace method) saved_groups (cobalt.Workspace property) ScaledEmbedding (class in cobalt) scaling (cobalt.ScaledEmbedding attribute) seed (cobalt.NeighborParams attribute) select_col() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) (cobalt.SubsetCollection method) set_column() (cobalt.CobaltDataset method) set_column_text_type() (cobalt.CobaltDataset method) set_names_from_keywords() (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) set_names_sequential() (cobalt.GroupCollection method) (cobalt.GroupResultsCollection method) setdefault() (cobalt.DatasetSplit method)

settings (class in cobalt) setup_api_client() (in module cobalt) setup_license() (in module cobalt) severity (cobalt.ProblemGroup attribute) source_columns (cobalt.HierarchicalCobaltGraph attribute) source_data (cobalt.GroupResultsCollection attribute) source_dataset (cobalt.CobaltDataSubset attribute) source_embedding_name (cobalt.RandomForestEmbedding attribute) (cobalt.ScaledEmbedding attribute) strict_partition (cobalt.NeighborParams attribute) subset (cobalt.CobaltGraph attribute) (cobalt.GroupMetadata attribute) (cobalt.HierarchicalCobaltGraph attribute) (cobalt.ProblemGroup attribute) subset() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) SubsetCollection (class in cobalt) summary() (cobalt.GroupResultsCollection method) supervised (cobalt.RandomForestEmbedding attribute) (cobalt.RandomForestEmbedding property)

T

table_max_base64_total_size (cobalt.settings attribute) task (cobalt.ModelMetadata attribute) test (cobalt.DatasetSplit property) time_range() (cobalt.CobaltDataset method)

timestamp_column() (cobalt.DatasetMetadata method) timestamp_columns (cobalt.DatasetMetadata attribute) to_dataset() (cobalt.CobaltDataSubset method) to_dict() (cobalt.CobaltDataset method) train (cobalt.DatasetSplit property)

U

UI (class in cobalt)

ui (cobalt.Workspace attribute) update() (cobalt.DatasetSplit method)

V

values() (cobalt.DatasetSplit method)

view_table() (cobalt.Workspace method) visible (cobalt.GroupResultsCollection attribute)

W

with_model() (cobalt.RandomForestEmbedding method)

Workspace (class in cobalt)

X

X (cobalt.GraphSpec attribute)