nsdlib.taxonomies module

class nsdlib.taxonomies.EnsembleVotingType(value)

Bases: Enum

A list of ensemble voting types.

HARD = 'hard'

SOFT = 'soft'

class nsdlib.taxonomies.NodeEvaluationAlgorithm(value)

Bases: Enum

A list of node evaluation algorithms.

CENTRALITY_ALGEBRAIC = 'algebraic_centrality'

CENTRALITY_AVERAGE_DISTANCE = 'average_distance_centrality'

CENTRALITY_BARYCENTER = 'barycenter_centrality'

CENTRALITY_BETWEENNESS = 'betweenness_centrality'

CENTRALITY_BOTTLE_NECK = 'bottle_neck_centrality'

CENTRALITY_CENTROID = 'centroid_centrality'

CENTRALITY_CLOSENESS = 'closeness_centrality'

CENTRALITY_CLUSTER_RANK = 'cluster_rank_centrality'

CENTRALITY_COMMUNICABILITY_BETWEENNESS = 'communicability_betweenness_centrality'

CENTRALITY_CORENESS = 'coreness_centrality'

CENTRALITY_CURRENT_FLOW_BETWEENNESS = 'current_flow_betweenness_centrality'

CENTRALITY_CURRENT_FLOW_CLOSENESS = 'current_flow_closeness_centrality'

CENTRALITY_DECAY = 'decay_centrality'

CENTRALITY_DEGREE = 'degree_centrality'

CENTRALITY_DIFFUSION_DEGREE = 'diffusion_degree_centrality'

CENTRALITY_ECCENTRICITY = 'eccentricity_centrality'

CENTRALITY_EIGENVECTOR = 'eigenvector_centrality'

CENTRALITY_ENTROPY = 'entropy_centrality'

CENTRALITY_GEODESTIC_K_PATH = 'geodestic_k_path_centrality'

CENTRALITY_GROUP_BETWEENNESS = 'group_betweenness_centrality'

CENTRALITY_GROUP_CLOSENESS = 'group_closeness_centrality'

CENTRALITY_GROUP_DEGREE = 'group_degree_centrality'

CENTRALITY_HARMONIC = 'harmonic_centrality'

CENTRALITY_HEATMAP = 'heatmap_centrality'

CENTRALITY_HUBBELL = 'hubbell_centrality'

CENTRALITY_KATZ = 'katz_centrality'

CENTRALITY_LAPLACIAN = 'laplacian_centrality'

CENTRALITY_LEVERAGE = 'leverage_centrality'

CENTRALITY_LIN = 'lin_centrality'

CENTRALITY_LOAD = 'load_centrality'

CENTRALITY_MNC = 'mnc_centrality'

CENTRALITY_PAGERANK = 'pagerank_centrality'

CENTRALITY_PDI = 'pdi_centrality'

CENTRALITY_PERCOLATION = 'percolation_centrality'

CENTRALITY_RADIALITY = 'radiality_centrality'

CENTRALITY_RUMOR = 'rumor_centrality'

CENTRALITY_SECOND_ORDER = 'second_order_centrality'

CENTRALITY_SEMI_LOCAL = 'semi_local_centrality'

CENTRALITY_SUBGRAPH = 'subgraph_centrality'

CENTRALITY_TOPOLOGICAL = 'topological_centrality'

CENTRALITY_TROPHIC_LEVELS = 'trophic_levels_centrality'

DYNAMIC_AGE = 'dynamic_age'

JORDAN_CENTER = 'jordan_center'

NETSLEUTH = 'net_sleuth'

class nsdlib.taxonomies.OutbreaksDetectionAlgorithm(value)

Bases: Enum

An enumeration.

AGDL = 'agdl'

ANGEL = 'angel'

ASLPAW = 'aslpaw'

ASYNC_FLUID = 'async_fluid'

ATTRIBUTE_CLUSTERING = 'attribute_clustering'

BAYAN = 'bayan'

BELIEF = 'belief'

BIMLPA = 'bimlpa'

BIPARTITE_CLUSTERING = 'bipartite_clustering'

COACH = 'coach'

CONDOR = 'condor'

CONGA = 'conga'

CONGO = 'congo'

CORE_EXPANSION = 'core_expansion'

CPM = 'cpm'

CPM_BIPARTITE = 'CPM_Bipartite'

CRISP_PARTITION = 'crisp_partition'

DCS = 'dcs'

DEMON = 'demon'

DER = 'der'

DPCLUS = 'dpclus'

EBGC = 'ebgc'

EDGE_CLUSTERING = 'edge_clustering'

EGO_NETWORKS = 'ego_networks'

EIGENVECTOR = 'eigenvector'

EM = 'em'

ENDNTM = 'endntm'

EVA = 'eva'

FRC_FGSN = 'frc_fgsn'

GA = 'ga'

GDMP2 = 'gdmp2'

GIRVAN_NEWMAN = 'girvan_newman'

GRAPH_ENTROPY = 'graph_entropy'

GREEDY_MODULARITY = 'greedy_modularity'

HEAD_TAIL = 'head_tail'

HIERARCHICAL_LINK_COMMUNITY = 'hierarchical_link_community'

ILOUVAIN = 'ilouvain'

INFOMAP = 'infomap'

INFOMAP_BIPARTITE = 'infomap_bipartite'

INTERNAL = 'internal'

INTERNAL_DCD = 'internal_dcd'

IPCA = 'ipca'

KCLIQUE = 'kclique'

KCUT = 'kcut'

LABEL_PROPAGATION = 'label_propagation'

LAIS2 = 'lais2'

LEIDEN = 'leiden'

LEMON = 'lemon'

LFM = 'lfm'

LOUVAIN = 'louvain'

LPAM = 'lpam'

LPANNI = 'lpanni'

LSWL = 'lswl'

LSWL_PLUS = 'lswl_plus'

MARKOV_CLUSTERING = 'markov_clustering'

MCODE = 'mcode'

MOD_M = 'mod_m'

MOD_R = 'mod_r'

MULTICOM = 'multicom'

NODE_PERCEPTION = 'node_perception'

OVERLAPPING_PARTITION = 'overlapping_partition'

OVERLAPPING_SEED_SET_EXPANSION = 'overlapping_seed_set_expansion'

PARIS = 'paris'

PERCOMVC = 'percomvc'

PRINCIPLED_CLUSTERING = 'principled_clustering'

PYCOMBO = 'pycombo'

RBER_POTS = 'rber_pots'

RB_POTS = 'rb_pots'

RICCI_COMMUNITY = 'ricci_community'

R_SPECTRAL_CLUSTERING = 'r_spectral_clustering'

SBM_DL = 'sbm_dl'

SBM_DL_NESTED = 'sbm_dl_nested'

SCAN = 'scan'

SIBLINARITY_ANTICHAIN = 'siblinarity_antichain'

SIGNIFICANCE_COMMUNITIES = 'significance_communities'

SLPA = 'slpa'

SPECTRAL = 'spectral'

SPINGLASS = 'spinglass'

SURPRISE_COMMUNITIES = 'surprise_communities'

TEMPORAL_PARTITION = 'temporal_partition'

THRESHOLD_CLUSTERING = 'threshold_clustering'

TILES = 'tiles'

UMSTMO = 'umstmo'

WALKSCAN = 'walkscan'

WALKTRAP = 'walktrap'

WCOMMUNITY = 'wCommunity'

class nsdlib.taxonomies.PropagationReconstructionAlgorithm(value)

Bases: Enum

An enumeration.

SBRP = 'sbrp'