Index

A

ACC (nsdlib.common.models.ClassificationMetrics property) AGDL (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) ANGEL (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

ASLPAW (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) ASYNC_FLUID (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) ATTRIBUTE_CLUSTERING (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) avg_error_distance (nsdlib.common.models.SourceDetectionEvaluation property)

B

BAYAN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) BELIEF (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

BIMLPA (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) BIPARTITE_CLUSTERING (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

C

CENTRALITY_ALGEBRAIC (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_AVERAGE_DISTANCE (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_BARYCENTER (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_BETWEENNESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_BOTTLE_NECK (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_CENTROID (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_CLOSENESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_CLUSTER_RANK (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_COMMUNICABILITY_BETWEENNESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_CORENESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_CURRENT_FLOW_BETWEENNESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_CURRENT_FLOW_CLOSENESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_DECAY (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_DEGREE (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_DIFFUSION_DEGREE (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_ECCENTRICITY (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_EIGENVECTOR (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_ENTROPY (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_GEODESTIC_K_PATH (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_GROUP_BETWEENNESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_GROUP_CLOSENESS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_GROUP_DEGREE (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_HARMONIC (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_HEATMAP (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_HUBBELL (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_KATZ (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_LAPLACIAN (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_LEVERAGE (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_LIN (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute)

CENTRALITY_LOAD (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_MNC (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_PAGERANK (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_PDI (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_PERCOLATION (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_RADIALITY (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_RUMOR (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_SECOND_ORDER (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_SEMI_LOCAL (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_SUBGRAPH (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_TOPOLOGICAL (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) CENTRALITY_TROPHIC_LEVELS (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) ClassificationMetrics (class in nsdlib.common.models) classifier_weights (nsdlib.common.models.EnsembleSourceDetectionConfig attribute) COACH (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) compute_error_distances() (in module nsdlib.algorithms.algorithms_utils) compute_neighbors_probability() (in module nsdlib.algorithms.reconstruction.utils) compute_source_detection_evaluation() (in module nsdlib.algorithms.algorithms_utils) CONDOR (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) config (nsdlib.common.models.EnsembleSourceDetectionResult attribute) (nsdlib.common.models.SourceDetectionResult attribute) confusion_matrix (nsdlib.common.models.ClassificationMetrics property) CONGA (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) CONGO (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) CORE_EXPANSION (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) CPM (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) CPM_BIPARTITE (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) create_snapshot_IG() (in module nsdlib.common.nx_utils) create_subgraphs_based_on_outbreaks() (in module nsdlib.common.nx_utils) CRISP_PARTITION (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

D

DCS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) DEMON (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) DER (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) detect_sources() (nsdlib.source_detection.EnsembleSourceDetector method) (nsdlib.source_detection.SourceDetector method) detect_sources_and_evaluate() (nsdlib.source_detection.EnsembleSourceDetector method) (nsdlib.source_detection.SourceDetector method)

detected_sources (nsdlib.common.models.EnsembleSourceDetectionResult attribute) (nsdlib.common.models.SourceDetectionEvaluation attribute) (nsdlib.common.models.SourceDetectionResult attribute) detection_configs (nsdlib.common.models.EnsembleSourceDetectionConfig attribute) DPCLUS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) DYNAMIC_AGE (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) dynamic_age() (in module nsdlib.algorithms.evaluation.dynamic_age)

E

EBGC (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) EDGE_CLUSTERING (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) EGO_NETWORKS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) EIGENVECTOR (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) EM (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) ENDNTM (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) ensemble_scores (nsdlib.common.models.EnsembleSourceDetectionResult attribute) EnsembleSourceDetectionConfig (class in nsdlib.common.models)

EnsembleSourceDetectionResult (class in nsdlib.common.models) EnsembleSourceDetector (class in nsdlib.source_detection) EnsembleVotingType (class in nsdlib.taxonomies) error_distances (nsdlib.common.models.SourceDetectionEvaluation attribute) EVA (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) evaluate_nodes() (in module nsdlib.algorithms.algorithms_utils) evaluate_nodes_cached() (in module nsdlib.algorithms.algorithms_utils) exclude_nodes() (in module nsdlib.common.nx_utils)

F

F1 (nsdlib.common.models.ClassificationMetrics property) FDR (nsdlib.common.models.ClassificationMetrics property) FN (nsdlib.common.models.ClassificationMetrics attribute) FNR (nsdlib.common.models.ClassificationMetrics property)

FOR (nsdlib.common.models.ClassificationMetrics property) FP (nsdlib.common.models.ClassificationMetrics attribute) FPR (nsdlib.common.models.ClassificationMetrics property) FRC_FGSN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

G

G (nsdlib.common.models.EnsembleSourceDetectionResult attribute) (nsdlib.common.models.SourceDetectionResult attribute) GA (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) GDMP2 (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) get_classification_report() (nsdlib.common.models.ClassificationMetrics method)

GIRVAN_NEWMAN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) global_scores (nsdlib.common.models.EnsembleSourceDetectionResult attribute) (nsdlib.common.models.SourceDetectionResult attribute) GRAPH_ENTROPY (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) GREEDY_MODULARITY (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

H

HARD (nsdlib.taxonomies.EnsembleVotingType attribute)

HEAD_TAIL (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) HIERARCHICAL_LINK_COMMUNITY (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

I

identify_outbreaks() (in module nsdlib.algorithms.algorithms_utils) identify_outbreaks_cached() (in module nsdlib.algorithms.algorithms_utils) IG (nsdlib.common.models.EnsembleSourceDetectionResult attribute) (nsdlib.common.models.SourceDetectionResult attribute) ILOUVAIN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

INFOMAP (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) INFOMAP_BIPARTITE (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) init_extended_network() (in module nsdlib.algorithms.reconstruction.utils) INTERNAL (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) INTERNAL_DCD (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) IPCA (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

J

JORDAN_CENTER (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute)

jordan_center() (in module nsdlib.algorithms.evaluation.jordan_center)

K

KCLIQUE (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

KCUT (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

L

LABEL_PROPAGATION (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LAIS2 (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LEIDEN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LEMON (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LFM (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

log_error() (in module nsdlib.common.exceptions) LOUVAIN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LPAM (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LPANNI (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LSWL (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) LSWL_PLUS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

M

MARKOV_CLUSTERING (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) MCODE (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) MOD_M (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) MOD_R (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) module nsdlib nsdlib.algorithms nsdlib.algorithms.algorithms_utils nsdlib.algorithms.evaluation nsdlib.algorithms.evaluation.dynamic_age nsdlib.algorithms.evaluation.jordan_center nsdlib.algorithms.evaluation.net_sleuth nsdlib.algorithms.outbreaks nsdlib.algorithms.reconstruction nsdlib.algorithms.reconstruction.sbrp nsdlib.algorithms.reconstruction.utils nsdlib.common nsdlib.common.exceptions nsdlib.common.models nsdlib.common.nx_utils nsdlib.commons nsdlib.source_detection nsdlib.taxonomies nsdlib.version

MULTICOM (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

N

N (nsdlib.common.models.ClassificationMetrics attribute) net_sleuth() (in module nsdlib.algorithms.evaluation.net_sleuth) NETSLEUTH (nsdlib.taxonomies.NodeEvaluationAlgorithm attribute) node_clustering_into_communities() (in module nsdlib.algorithms.algorithms_utils) node_evaluation_algorithm (nsdlib.common.models.SourceDetectionConfig attribute) NODE_PERCEPTION (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) NodeEvaluationAlgorithm (class in nsdlib.taxonomies) normalize_dict_values() (in module nsdlib.commons) NPV (nsdlib.common.models.ClassificationMetrics property) nsdlib module nsdlib.algorithms module nsdlib.algorithms.algorithms_utils module nsdlib.algorithms.evaluation module nsdlib.algorithms.evaluation.dynamic_age module nsdlib.algorithms.evaluation.jordan_center module nsdlib.algorithms.evaluation.net_sleuth module

nsdlib.algorithms.outbreaks module nsdlib.algorithms.reconstruction module nsdlib.algorithms.reconstruction.sbrp module nsdlib.algorithms.reconstruction.utils module nsdlib.common module nsdlib.common.exceptions module nsdlib.common.models module nsdlib.common.nx_utils module nsdlib.commons module nsdlib.source_detection module nsdlib.taxonomies module nsdlib.version module

O

outbreaks_detection_algorithm (nsdlib.common.models.SourceDetectionConfig attribute) OutbreaksDetectionAlgorithm (class in nsdlib.taxonomies)

OVERLAPPING_PARTITION (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) OVERLAPPING_SEED_SET_EXPANSION (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

P

P (nsdlib.common.models.ClassificationMetrics attribute) PARIS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) PERCOMVC (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) PPV (nsdlib.common.models.ClassificationMetrics property)

PRINCIPLED_CLUSTERING (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) propagation_reconstruction_algorithm (nsdlib.common.models.SourceDetectionConfig attribute) PropagationReconstructionAlgorithm (class in nsdlib.taxonomies) PYCOMBO (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

R

R_SPECTRAL_CLUSTERING (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) RB_POTS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) RBER_POTS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) real_sources (nsdlib.common.models.SourceDetectionEvaluation attribute)

reconstruct_propagation() (in module nsdlib.algorithms.algorithms_utils) reconstruct_propagation_cached() (in module nsdlib.algorithms.algorithms_utils) remove_invalid_nodes() (in module nsdlib.algorithms.reconstruction.utils) RICCI_COMMUNITY (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

S

SBM_DL (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) SBM_DL_NESTED (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) SBRP (nsdlib.taxonomies.PropagationReconstructionAlgorithm attribute) sbrp() (in module nsdlib.algorithms.reconstruction.sbrp) SCAN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) scores_in_outbreaks (nsdlib.common.models.SourceDetectionResult attribute) selection_algorithm (nsdlib.common.models.SourceDetectionConfig attribute) selection_method (nsdlib.common.models.SelectionAlgorithm attribute) selection_threshold (nsdlib.common.models.SelectionAlgorithm attribute) SelectionAlgorithm (class in nsdlib.common.models) SIBLINARITY_ANTICHAIN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

SIGNIFICANCE_COMMUNITIES (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) SLPA (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) SOFT (nsdlib.taxonomies.EnsembleVotingType attribute) sort_dict_by_value() (in module nsdlib.commons) SourceDetectionConfig (class in nsdlib.common.models) SourceDetectionEvaluation (class in nsdlib.common.models) SourceDetectionResult (class in nsdlib.common.models) SourceDetector (class in nsdlib.source_detection) SPECTRAL (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) SPINGLASS (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) SURPRISE_COMMUNITIES (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

T

TEMPORAL_PARTITION (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) THRESHOLD_CLUSTERING (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) TILES (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) TN (nsdlib.common.models.ClassificationMetrics attribute)

TNR (nsdlib.common.models.ClassificationMetrics property) TP (nsdlib.common.models.ClassificationMetrics attribute) TPR (nsdlib.common.models.ClassificationMetrics property) TS (nsdlib.common.models.ClassificationMetrics property)

U

UMSTMO (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

V

voting_type (nsdlib.common.models.EnsembleSourceDetectionConfig attribute)

W

WALKSCAN (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)

WALKTRAP (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute) WCOMMUNITY (nsdlib.taxonomies.OutbreaksDetectionAlgorithm attribute)