Index

A

add_array() (cobalt.CobaltDataset method) add_column() (cobalt.Workspace method) add_embedding() (cobalt.CobaltDataset method) (cobalt.DatasetMetadata 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_model() (cobalt.CobaltDataset method)

algorithm (cobalt.GroupResultsCollection attribute) analyze() (cobalt.Workspace static method) array_name (cobalt.ArrayEmbedding attribute) array_names (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset 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

bin_method (cobalt.FilterSpec attribute)

build() (cobalt.UI method)

C

calculate_performance_metric() (cobalt.ModelMetadata method) check_license() (in module cobalt) clear() (cobalt.DatasetSplit method) clustering_results (cobalt.Workspace property) cobalt module cobalt.lab module CobaltDataset (class in cobalt) CobaltDataSubset (class in cobalt)

column_name (cobalt.MediaInformationColumn attribute) ColumnEmbedding (class in cobalt) columns (cobalt.ColumnEmbedding attribute) comparable_subset_pairs (cobalt.DatasetSplit property) complement() (cobalt.CobaltDataSubset method) compute_model_performance_metrics() (cobalt.CobaltDataset method) concatenate() (cobalt.CobaltDataSubset method) copy() (cobalt.DatasetSplit method) create_rich_media_table() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method)

D

data_types (cobalt.DatasetMetadata attribute) DatasetMetadata (class in cobalt) DatasetSplit (class in cobalt) default_columns (cobalt.DatasetMetadata attribute) default_topic_column (cobalt.DatasetMetadata property) describe_groups_multiresolution() (in module cobalt.lab) df (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) difference() (cobalt.CobaltDataSubset method)

dimension (cobalt.ArrayEmbedding property) (cobalt.ColumnEmbedding property) (cobalt.Embedding property) disable_persistent_labels() (cobalt.UI method) discover (cobalt.UI property) DisjointPartitionGraph (class in cobalt) distance_metrics (cobalt.ArrayEmbedding property) (cobalt.ColumnEmbedding property) (cobalt.Embedding property) drifted_groups (cobalt.Workspace property)

E

edge_list (cobalt.DisjointPartitionGraph property) edge_mtx (cobalt.DisjointPartitionGraph property) edge_weights (cobalt.DisjointPartitionGraph property) edges (cobalt.DisjointPartitionGraph property) Embedding (class in cobalt) embedding_arrays (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property)

embedding_metadata (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) embedding_names() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) embeddings (cobalt.DatasetMetadata property) enable_persistent_labels() (cobalt.UI method) export_groups_as_dataframe() (cobalt.Workspace method)

F

f_vals (cobalt.FilterSpec attribute) failure_groups (cobalt.Workspace property) feature_compare() (cobalt.Workspace static method) file_type (cobalt.MediaInformationColumn attribute) filter() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) 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_dict() (cobalt.ArrayEmbedding class method) (cobalt.CobaltDataset class method) (cobalt.ColumnEmbedding class method) (cobalt.DatasetMetadata class method) (cobalt.ModelMetadata class method) from_json() (cobalt.ArrayEmbedding class method) (cobalt.CobaltDataset class method) (cobalt.CobaltDataSubset class method) (cobalt.ColumnEmbedding class method) (cobalt.DatasetMetadata class method) (cobalt.MediaInformationColumn class method) (cobalt.ModelMetadata class method) fromkeys() (cobalt.DatasetSplit method)

G

get() (cobalt.ArrayEmbedding method) (cobalt.ColumnEmbedding method) (cobalt.DatasetSplit method) (cobalt.Embedding method) get_api_client() (in module cobalt) get_array() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_available_distance_metrics() (cobalt.ArrayEmbedding method) (cobalt.ColumnEmbedding method) (cobalt.Embedding method) get_categorical_columns() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_classifier() (cobalt.CobaltDataSubset 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_by_name() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_embedding_metadata_by_name() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method)

get_graph_and_clusters() (cobalt.UI method) get_graph_inputs() (cobalt.CobaltDataSubset method) get_graph_selection() (cobalt.UI method) get_groups() (cobalt.Workspace method) get_image_columns() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_model_performance_data() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_model_performance_metrics() (cobalt.CobaltDataSubset method) get_performance_metric_for() (cobalt.ModelMetadata method) get_statistic_metrics() (cobalt.ModelMetadata method) get_summary_statistics() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) get_tabular_embeddings() (in module cobalt) graphs (cobalt.Workspace property) GraphSpec (class in cobalt) group_details (cobalt.ProblemGroup attribute) group_type (cobalt.GroupResultsCollection attribute) (cobalt.ProblemGroup attribute) GroupResultsCollection (class in cobalt) groups (cobalt.GroupResultsCollection attribute)

H

has_multiple_subsets (cobalt.DatasetSplit property) has_timestamp_column() (cobalt.DatasetMetadata method)

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

I

import_groups_from_dataframe() (cobalt.Workspace method) indices (cobalt.CobaltDataSubset attribute) intersect() (cobalt.CobaltDataSubset method) intersection_size() (cobalt.CobaltDataSubset method)

is_image_type() (cobalt.MediaInformationColumn method) is_remote (cobalt.MediaInformationColumn attribute) is_subset() (cobalt.CobaltDataSubset method) items() (cobalt.DatasetSplit method)

K

K (cobalt.GraphSpec attribute)

keys() (cobalt.DatasetSplit method)

L

L_coarseness (cobalt.GraphSpec attribute) L_connectivity (cobalt.GraphSpec attribute) levels (cobalt.HierarchicalPartitionGraph property) (cobalt.MultiResolutionGraph property)

load() (cobalt.CobaltDataset class method) load_tabular_dataset() (in module cobalt) long_text_columns (cobalt.DatasetMetadata property)

M

M (cobalt.GraphSpec attribute) mask() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) media_columns (cobalt.DatasetMetadata attribute) MediaInformationColumn (class in cobalt) metadata (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) metric (cobalt.GraphSpec attribute) metrics (cobalt.ProblemGroup attribute)

min_nbrs (cobalt.GraphSpec attribute) model (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) ModelMetadata (class in cobalt) models (cobalt.CobaltDataset property) (cobalt.CobaltDataSubset property) module cobalt cobalt.lab MultiResolutionGraph (class in cobalt)

N

n_bins (cobalt.FilterSpec attribute) n_edges (cobalt.DisjointPartitionGraph property) n_levels (cobalt.HierarchicalPartitionGraph property) (cobalt.MultiResolutionGraph attribute) name (cobalt.ArrayEmbedding property) (cobalt.CobaltDataset attribute) (cobalt.ColumnEmbedding property) (cobalt.Embedding property) (cobalt.GroupResultsCollection attribute) (cobalt.ModelMetadata attribute) (cobalt.ProblemGroup attribute)

names (cobalt.DatasetSplit property) neighbor_graph (cobalt.HierarchicalPartitionGraph attribute) (cobalt.MultiResolutionGraph attribute) new_graph() (cobalt.Workspace method) node_membership (cobalt.DisjointPartitionGraph property) nodes (cobalt.DisjointPartitionGraph property)

O

other_metadata_columns (cobalt.DatasetMetadata attribute) outcome_column (cobalt.ModelMetadata property) 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) overall_performance_metric() (cobalt.ModelMetadata method) overall_performance_metrics() (cobalt.ModelMetadata method) overview (cobalt.UI property)

P

params (cobalt.GroupResultsCollection attribute) performance_metric_keys() (cobalt.ModelMetadata method) performance_metrics() (cobalt.ModelMetadata method) pop() (cobalt.DatasetSplit method) popitem() (cobalt.DatasetSplit method) prediction_column (cobalt.ModelMetadata property)

prediction_columns (cobalt.ModelMetadata 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

raw_groups (cobalt.GroupResultsCollection property) refresh_coloring_and_table() (cobalt.UI method) register_license() (in module cobalt)

run_auto_group_analysis (cobalt.Workspace attribute) run_id (cobalt.GroupResultsCollection attribute) (cobalt.ProblemGroup attribute) run_type (cobalt.GroupResultsCollection attribute)

S

sample() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) save() (cobalt.CobaltDataset method) select_col() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) set_column() (cobalt.CobaltDataset method) set_column_text_type() (cobalt.CobaltDataset method) setdefault() (cobalt.DatasetSplit method) setup_api_client() (in module cobalt) setup_license() (in module cobalt)

severity (cobalt.ProblemGroup attribute) source (cobalt.CobaltDataSubset attribute) source_data (cobalt.GroupResultsCollection attribute) source_dataset (cobalt.DisjointPartitionGraph attribute) (cobalt.HierarchicalPartitionGraph attribute) (cobalt.MultiResolutionGraph attribute) subset (cobalt.ProblemGroup attribute) subset() (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) summary (cobalt.ProblemGroup attribute) summary() (cobalt.GroupResultsCollection method)

T

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.ArrayEmbedding method) (cobalt.CobaltDataset method) (cobalt.ColumnEmbedding method) (cobalt.DatasetMetadata method) (cobalt.DisjointPartitionGraph method) (cobalt.MediaInformationColumn method) (cobalt.ModelMetadata method)

to_dicts() (cobalt.HierarchicalPartitionGraph method) (cobalt.MultiResolutionGraph method) to_json() (cobalt.ArrayEmbedding method) (cobalt.CobaltDataset method) (cobalt.CobaltDataSubset method) (cobalt.ColumnEmbedding method) (cobalt.DatasetMetadata method) (cobalt.MediaInformationColumn method) (cobalt.ModelMetadata 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) (cobalt.ProblemGroup attribute)

W

Workspace (class in cobalt)

X

X (cobalt.GraphSpec attribute)