Index

C

CLiMB module CLiMB (class in CLiMB.core.CLiMB) CLiMB.core module CLiMB.core.CLiMB module CLiMB.core.KBound module CLiMB.exploratory module

CLiMB.exploratory.DBSCANExploratory module CLiMB.exploratory.HDBSCANExploratory module CLiMB.exploratory.OPTICSExploratory module CLiMB.utils module CLiMB.utils.util module compare_blob() (in module CLiMB.utils.util) compare_external_blob() (CLiMB.core.CLiMB.CLiMB method)

D

DBSCANExploratory (class in CLiMB.exploratory.DBSCANExploratory)

E

ExploratoryClusteringBase (class in CLiMB.exploratory)

F

fit() (CLiMB.core.CLiMB.CLiMB method) (CLiMB.core.KBound.KBound method) fit_predict() (CLiMB.exploratory.DBSCANExploratory.DBSCANExploratory method) (CLiMB.exploratory.ExploratoryClusteringBase method) (CLiMB.exploratory.HDBSCANExploratory.HDBSCANExploratory method) (CLiMB.exploratory.OPTICSExploratory.OPTICSExploratory method)

G

get_labels() (CLiMB.core.CLiMB.CLiMB method) get_name() (CLiMB.exploratory.DBSCANExploratory.DBSCANExploratory method) (CLiMB.exploratory.ExploratoryClusteringBase method) (CLiMB.exploratory.HDBSCANExploratory.HDBSCANExploratory method) (CLiMB.exploratory.OPTICSExploratory.OPTICSExploratory method)

get_parameters() (CLiMB.exploratory.DBSCANExploratory.DBSCANExploratory method) (CLiMB.exploratory.ExploratoryClusteringBase method) (CLiMB.exploratory.HDBSCANExploratory.HDBSCANExploratory method) (CLiMB.exploratory.OPTICSExploratory.OPTICSExploratory method)

H

HDBSCANExploratory (class in CLiMB.exploratory.HDBSCANExploratory)

hungarian_match() (in module CLiMB.utils.util)

I

inverse_transform() (CLiMB.core.CLiMB.CLiMB method)

K

KBound (class in CLiMB.core.KBound)

M

module CLiMB CLiMB.core CLiMB.core.CLiMB CLiMB.core.KBound CLiMB.exploratory CLiMB.exploratory.DBSCANExploratory CLiMB.exploratory.HDBSCANExploratory CLiMB.exploratory.OPTICSExploratory CLiMB.utils CLiMB.utils.util tests tests.test_CLiMB tests.test_exploratory tests.test_KBound

O

OPTICSExploratory (class in CLiMB.exploratory.OPTICSExploratory)

P

plot_blobs() (in module CLiMB.utils.util)

plot_comprehensive_2d() (CLiMB.core.CLiMB.CLiMB method) plot_comprehensive_3d() (CLiMB.core.CLiMB.CLiMB method)

S

set_convergence() (CLiMB.core.CLiMB.CLiMB method) set_density() (CLiMB.core.CLiMB.CLiMB method) set_distance() (CLiMB.core.CLiMB.CLiMB method) set_exploratory_algorithm() (CLiMB.core.CLiMB.CLiMB method)

set_radial() (CLiMB.core.CLiMB.CLiMB method) setUp() (tests.test_CLiMB.TestCLiMB method) (tests.test_exploratory.TestExploratoryAlgorithms method) (tests.test_KBound.TestKBound method) split_points_by_labels() (in module CLiMB.utils.util)

T

test_algorithm_comparison() (tests.test_exploratory.TestExploratoryAlgorithms method) test_builder_setters() (tests.test_CLiMB.TestCLiMB method) test_dbscan_exploratory() (tests.test_exploratory.TestExploratoryAlgorithms method) test_exploratory_integration() (tests.test_exploratory.TestExploratoryAlgorithms method) test_fit_blobs() (tests.test_CLiMB.TestCLiMB method) test_fit_custom_metric() (tests.test_KBound.TestKBound method) test_fit_dict_seeds() (tests.test_KBound.TestKBound method) test_fit_mahalanobis_metric_auto_vi() (tests.test_KBound.TestKBound method) test_fit_mahalanobis_metric_precomputed_vi() (tests.test_KBound.TestKBound method) test_fit_mixed() (tests.test_CLiMB.TestCLiMB method) test_fit_no_seeds() (tests.test_KBound.TestKBound method) test_fit_with_known_labels() (tests.test_KBound.TestKBound method) test_fit_with_seed_dict_does_not_raise_attribute_error() (tests.test_KBound.TestKBound method) test_hdbscan_exploratory() (tests.test_exploratory.TestExploratoryAlgorithms method) test_initialization() (tests.test_CLiMB.TestCLiMB method) test_initialization_custom_params() (tests.test_KBound.TestKBound method) test_initialization_default() (tests.test_KBound.TestKBound method) test_invalid_custom_metric_params() (tests.test_KBound.TestKBound method)

test_invalid_mahalanobis_params() (tests.test_KBound.TestKBound method) test_inverse_transform() (tests.test_CLiMB.TestCLiMB method) test_optics_exploratory() (tests.test_exploratory.TestExploratoryAlgorithms method) test_post_process_seeds_dict() (tests.test_KBound.TestKBound method) test_unsupported_metric() (tests.test_KBound.TestKBound method) test_visualization() (tests.test_CLiMB.TestCLiMB method) test_with_known_labels() (tests.test_CLiMB.TestCLiMB method) TestCLiMB (class in tests.test_CLiMB) TestExploratoryAlgorithms (class in tests.test_exploratory) TestKBound (class in tests.test_KBound) tests module tests.test_CLiMB module tests.test_exploratory module tests.test_KBound module

V

visualize_clustering() (CLiMB.core.KBound.KBound method)