Welcome to the Cobalt documentation!
- Setup
- Use Cases
- Tutorial
- Concept Overview
- Preparing Data for Cobalt
- The Cobalt Workspace
- The Cobalt UI
- Example Notebooks
- Cobalt API
Workspace
Workspace.ui
Workspace.run_auto_group_analysis
Workspace.from_arrays()
Workspace.view_table()
Workspace.analyze()
Workspace.feature_compare()
Workspace.get_groups()
Workspace.add_group()
Workspace.graphs
Workspace.add_graph()
Workspace.new_graph()
Workspace.add_evaluation_metric_values()
Workspace.find_drifted_groups()
Workspace.drifted_groups
Workspace.find_failure_groups()
Workspace.failure_groups
Workspace.find_clusters()
Workspace.clustering_results
Workspace.export_groups_as_dataframe()
Workspace.import_groups_from_dataframe()
Workspace.auto_analysis()
Workspace.add_column()
UI
CobaltDataset
CobaltDataset.name
CobaltDataset.metadata
CobaltDataset.models
CobaltDataset.get_categorical_columns()
CobaltDataset.set_column_text_type()
CobaltDataset.array_names
CobaltDataset.add_model()
CobaltDataset.df
CobaltDataset.select_col()
CobaltDataset.set_column()
CobaltDataset.add_media_column()
CobaltDataset.get_array()
CobaltDataset.add_array()
CobaltDataset.add_embedding_array()
CobaltDataset.add_embedding()
CobaltDataset.embedding_metadata
CobaltDataset.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_arrays
CobaltDataset.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.model
CobaltDataset.overall_model_performance_score()
CobaltDataset.overall_model_performance_scores()
CobaltDataSubset
CobaltDataSubset.source
CobaltDataSubset.indices
CobaltDataSubset.metadata
CobaltDataSubset.models
CobaltDataSubset.array_names
CobaltDataSubset.get_categorical_columns()
CobaltDataSubset.df
CobaltDataSubset.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_metadata
CobaltDataSubset.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_arrays
CobaltDataSubset.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.model
CobaltDataSubset.overall_model_performance_score()
CobaltDataSubset.overall_model_performance_scores()
CobaltDataSubset.sample()
ModelMetadata
ModelMetadata.to_dict()
ModelMetadata.to_json()
ModelMetadata.from_json()
ModelMetadata.from_dict()
ModelMetadata.prediction_column
ModelMetadata.outcome_column
ModelMetadata.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()
DatasetMetadata
DatasetMetadata.media_columns
DatasetMetadata.timestamp_columns
DatasetMetadata.hidable_columns
DatasetMetadata.default_columns
DatasetMetadata.other_metadata_columns
DatasetMetadata.data_types
DatasetMetadata.timestamp_column()
DatasetMetadata.has_timestamp_column()
DatasetMetadata.long_text_columns
DatasetMetadata.default_topic_column
DatasetMetadata.embeddings
DatasetMetadata.add_embedding()
DatasetMetadata.to_dict()
DatasetMetadata.to_json()
DatasetMetadata.from_json()
DatasetMetadata.from_dict()
MediaInformationColumn
MediaInformationColumn.column_name
MediaInformationColumn.file_type
MediaInformationColumn.host_directory
MediaInformationColumn.is_remote
MediaInformationColumn.is_image_type()
MediaInformationColumn.autoname_media_visualization_column()
MediaInformationColumn.to_dict()
MediaInformationColumn.to_json()
MediaInformationColumn.from_json()
MediaInformationColumn.get_path_to_media()
Embedding
ArrayEmbedding
ColumnEmbedding
DatasetSplit
DatasetSplit.has_multiple_subsets
DatasetSplit.comparable_subset_pairs
DatasetSplit.names
DatasetSplit.train
DatasetSplit.test
DatasetSplit.prod
DatasetSplit.clear()
DatasetSplit.copy()
DatasetSplit.fromkeys()
DatasetSplit.get()
DatasetSplit.items()
DatasetSplit.keys()
DatasetSplit.pop()
DatasetSplit.popitem()
DatasetSplit.setdefault()
DatasetSplit.update()
DatasetSplit.values()
ProblemGroup
GroupResultsCollection
GroupResultsCollection.run_type
GroupResultsCollection.groups
GroupResultsCollection.run_id
GroupResultsCollection.name
GroupResultsCollection.source_data
GroupResultsCollection.group_type
GroupResultsCollection.algorithm
GroupResultsCollection.params
GroupResultsCollection.visible
GroupResultsCollection.raw_groups
GroupResultsCollection.summary()
MultiResolutionGraph
HierarchicalPartitionGraph
DisjointPartitionGraph
GraphSpec
FilterSpec
load_tabular_dataset()
get_tabular_embeddings()
check_license()
setup_api_client()
get_api_client()
setup_license()
register_license()
- Lab Functionality
- Release Notes
- Licensing