Index

A

A (easygraph.classes.graph.Graph property) add_attributes() (easygraph.readwrite.graphml.GraphMLWriter method) add_data() (easygraph.readwrite.graphml.GraphMLWriter method) add_edge() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.directed_multigraph.MultiDiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) (easygraph.readwrite.graphml.GraphMLReader method) add_edges() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.readwrite.graphml.GraphMLWriter method) add_edges_from() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) add_edges_from_file() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) add_extra_selfloop() (easygraph.classes.graph.Graph method) add_graph_element() (easygraph.readwrite.graphml.GraphMLWriter method) add_graphs() (easygraph.readwrite.graphml.GraphMLWriter method) add_node() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.readwrite.graphml.GraphMLReader method) add_nodes() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.readwrite.graphml.GraphMLWriter method)

add_nodes_from() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) add_path() (in module easygraph.classes.operation) add_weighted_edge() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) add_weighted_edges_from() (easygraph.classes.graph.Graph method) adj (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) adjlist_inner_dict_factory (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute) adjlist_outer_dict_factory (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute) alias_draw() (in module easygraph.utils.alias) alias_sample() (in module easygraph.utils.alias) alias_setup() (in module easygraph.utils.alias) all_neighbors() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) AP_BICC() (in module easygraph.functions.structural_holes.ICC) AP_Greedy() (in module easygraph.functions.structural_holes.AP_Greedy) apply_alpha() (in module easygraph.functions.drawing.utils) attr_type() (easygraph.readwrite.graphml.GraphMLWriter method) average_clustering() (in module easygraph.functions.basic.cluster) average_degree() (in module easygraph.functions.basic.avg_degree) average_shortest_path_length() (in module easygraph.functions.path.average_shortest_path_length)

B

betweenness_centrality() (in module easygraph.functions.centrality.betweenness) BICC() (in module easygraph.functions.structural_holes.ICC) biconnected_components() (in module easygraph.functions.components.biconnected)

BMLPA() (in module easygraph.functions.community.LPA) bridges() (in module easygraph.functions.path.bridges) build_evaluator() (in module easygraph.ml_metrics)

C

cat_edge_Cooking (class in easygraph.datasets.hypergraph.cat_edge_Cooking) CENTER_GRAVITY (easygraph.functions.drawing.simulator.Simulator attribute) cflag (easygraph.classes.directed_graph.DiGraphC attribute) (easygraph.classes.graph.GraphC attribute) check_file() (in module easygraph.utils.download) chung_lu_hypergraph() (in module easygraph.functions.hypergraph.null_model.random) circular_position() (in module easygraph.functions.drawing.positioning) clone() (easygraph.classes.graph.Graph method) closeness_centrality() (in module easygraph.functions.centrality.closeness) clustering() (in module easygraph.functions.basic.cluster) common_greedy() (in module easygraph.functions.structural_holes.AP_Greedy) common_tangent_radian() (in module easygraph.functions.drawing.geometry) complete_graph() (in module easygraph.functions.graph_generator.classic) complete_hypergraph() (in module easygraph.functions.hypergraph.null_model.hypergraph_classic)

condensation() (in module easygraph.functions.components.strongly_connected) connected_component_of_node() (in module easygraph.functions.components.connected) connected_components() (in module easygraph.functions.components.connected) connected_components_directed() (in module easygraph.functions.components.connected) constraint() (in module easygraph.functions.structural_holes.evaluation) convert_graph_class() (in module easygraph.utils.convert_class) convert_node_labels_to_integers() (in module easygraph.utils.relabel) copy() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) cpp() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) create_alias_table() (in module easygraph.utils.alias) cycle_ratio_centrality() (in module easygraph.functions.hypergraph.centrality.cycle_ratio)

D

D_v (easygraph.classes.graph.Graph property) D_v_neg_1_2 (easygraph.classes.graph.Graph property) dcsbm_hypergraph() (in module easygraph.functions.hypergraph.null_model.random) decode_data_elements() (easygraph.readwrite.graphml.GraphMLReader method) deepwalk() (in module easygraph.functions.graph_embedding.deepwalk) default_bipartite_size() (in module easygraph.functions.drawing.defaults) default_bipartite_strength() (in module easygraph.functions.drawing.defaults) default_bipartite_style() (in module easygraph.functions.drawing.defaults) default_hypergraph_strength() (in module easygraph.functions.drawing.defaults) default_hypergraph_style() (in module easygraph.functions.drawing.defaults) default_log_formatter() (in module easygraph.utils.logging) default_size() (in module easygraph.functions.drawing.defaults) default_strength() (in module easygraph.functions.drawing.defaults) default_style() (in module easygraph.functions.drawing.defaults) degree (easygraph.classes.directed_multigraph.MultiDiGraph property) (easygraph.classes.multigraph.MultiGraph property) degree() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) degree_assortativity() (in module easygraph.functions.hypergraph.assortativity) degree_centrality() (in module easygraph.functions.centrality.degree) density() (in module easygraph.classes.operation) diameter() (in module easygraph.functions.path.diameter)

dict_to_hypergraph() (in module easygraph.convert) DiGraph (class in easygraph.classes.directed_graph) DiGraphC (class in easygraph.classes.directed_graph) Dijkstra() (in module easygraph.functions.path.path) download_and_check() (in module easygraph.utils.download) download_file() (in module easygraph.utils.download) draw_circle_edge() (in module easygraph.functions.drawing.utils) draw_dynamic_hypergraph() (in module easygraph.functions.drawing.drawing) draw_easygraph_edges() (in module easygraph.functions.drawing.drawing) draw_easygraph_nodes() (in module easygraph.functions.drawing.drawing) draw_ego_graph() (in module easygraph.functions.drawing.drawing) draw_gm_com() (in module easygraph.functions.drawing.drawing) draw_hypergraph() (in module easygraph.functions.drawing.drawing) draw_kamada_kawai() (in module easygraph.functions.drawing.drawing) draw_line_edge() (in module easygraph.functions.drawing.utils) draw_louvain_com() (in module easygraph.functions.drawing.drawing) draw_lpa_com() (in module easygraph.functions.drawing.drawing) draw_SHS_center() (in module easygraph.functions.drawing.drawing) draw_SHS_center_kk() (in module easygraph.functions.drawing.drawing) draw_vertex() (in module easygraph.functions.drawing.utils) dump() (easygraph.readwrite.graphml.GraphMLWriter method) dynamical_assortativity() (in module easygraph.functions.hypergraph.assortativity)

E

e (easygraph.classes.graph.Graph property) e_both_side (easygraph.classes.graph.Graph property) easygraph module easygraph.classes module easygraph.classes.directed_graph module easygraph.classes.directed_multigraph module easygraph.classes.graph module easygraph.classes.graphviews module easygraph.classes.multigraph module easygraph.classes.operation module easygraph.convert module easygraph.datapipe module easygraph.datapipe.loader module easygraph.datasets module easygraph.datasets.dynamic.load_dataset module easygraph.datasets.get_sample_graph module easygraph.datasets.hypergraph.cat_edge_Cooking module easygraph.exception module easygraph.experiments module easygraph.functions module easygraph.functions.basic module easygraph.functions.basic.avg_degree module easygraph.functions.basic.cluster module easygraph.functions.basic.localassort module easygraph.functions.basic.predecessor_path_based module easygraph.functions.centrality module easygraph.functions.centrality.betweenness module easygraph.functions.centrality.closeness module easygraph.functions.centrality.degree module easygraph.functions.centrality.ego_betweenness module easygraph.functions.centrality.flowbetweenness module easygraph.functions.centrality.laplacian module easygraph.functions.centrality.pagerank module easygraph.functions.community module easygraph.functions.community.ego_graph module easygraph.functions.community.louvain module easygraph.functions.community.LPA module easygraph.functions.community.modularity module easygraph.functions.community.modularity_max_detection module easygraph.functions.community.motif module easygraph.functions.components module easygraph.functions.components.biconnected module easygraph.functions.components.connected module easygraph.functions.components.strongly_connected module easygraph.functions.components.weakly_connected module easygraph.functions.core module easygraph.functions.core.k_core module easygraph.functions.drawing module easygraph.functions.drawing.defaults module easygraph.functions.drawing.drawing module easygraph.functions.drawing.geometry module easygraph.functions.drawing.layout module easygraph.functions.drawing.plot module easygraph.functions.drawing.positioning module easygraph.functions.drawing.simulator module easygraph.functions.drawing.utils module easygraph.functions.graph_embedding module easygraph.functions.graph_embedding.deepwalk module easygraph.functions.graph_embedding.NOBE module easygraph.functions.graph_embedding.node2vec module easygraph.functions.graph_generator module easygraph.functions.graph_generator.classic module easygraph.functions.graph_generator.RandomNetwork module easygraph.functions.hypergraph module easygraph.functions.hypergraph.assortativity module easygraph.functions.hypergraph.centrality module easygraph.functions.hypergraph.centrality.cycle_ratio module easygraph.functions.hypergraph.centrality.degree module easygraph.functions.hypergraph.centrality.hypercoreness module easygraph.functions.hypergraph.centrality.s_centrality module easygraph.functions.hypergraph.centrality.vector_centrality module easygraph.functions.hypergraph.hypergraph_clustering module

easygraph.functions.hypergraph.hypergraph_operation module easygraph.functions.hypergraph.null_model module easygraph.functions.hypergraph.null_model.hypergraph_classic module easygraph.functions.hypergraph.null_model.lattice module easygraph.functions.hypergraph.null_model.random module easygraph.functions.hypergraph.null_model.simple module easygraph.functions.hypergraph.null_model.uniform module easygraph.functions.isolate module easygraph.functions.path module easygraph.functions.path.average_shortest_path_length module easygraph.functions.path.bridges module easygraph.functions.path.diameter module easygraph.functions.path.mst module easygraph.functions.path.path module easygraph.functions.structural_holes module easygraph.functions.structural_holes.AP_Greedy module easygraph.functions.structural_holes.evaluation module easygraph.functions.structural_holes.HAM module easygraph.functions.structural_holes.HIS module easygraph.functions.structural_holes.ICC module easygraph.functions.structural_holes.maxBlock module easygraph.functions.structural_holes.MaxD module easygraph.functions.structural_holes.metrics module easygraph.functions.structural_holes.NOBE module easygraph.functions.structural_holes.SHII_metric module easygraph.functions.structural_holes.weakTie module easygraph.ml_metrics module easygraph.model module easygraph.nn module easygraph.nn.convs module easygraph.readwrite module easygraph.readwrite.edgelist module easygraph.readwrite.gexf module easygraph.readwrite.gml module easygraph.readwrite.graphml module easygraph.readwrite.graphviz module easygraph.readwrite.json_graph module easygraph.readwrite.json_graph.node_link module easygraph.readwrite.pajek module easygraph.readwrite.pickle module easygraph.readwrite.ucinet module easygraph.utils module easygraph.utils.alias module easygraph.utils.convert_class module easygraph.utils.convert_to_matrix module easygraph.utils.decorators module easygraph.utils.download module easygraph.utils.exception module easygraph.utils.index_of_node module easygraph.utils.logging module easygraph.utils.mapped_queue module easygraph.utils.misc module easygraph.utils.relabel module easygraph.utils.sparse module easygraph.utils.type_change module EasyGraphAlgorithmError EasyGraphError, [1] EasyGraphException, [1] EasyGraphNoCycle EasyGraphNoPath EasyGraphNotImplemented, [1] EasyGraphPointlessConcept, [1] EasyGraphUnbounded EasyGraphUnfeasible eccentricity() (in module easygraph.functions.path.diameter) edge_attr_dict_factory (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute) edge_key_dict_factory (easygraph.classes.directed_multigraph.MultiDiGraph attribute) (easygraph.classes.multigraph.MultiGraph attribute) edge_labels (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking property) edge_list_to_incidence_matrix() (in module easygraph.functions.drawing.utils) EDGE_REPULSION (easygraph.functions.drawing.simulator.Simulator attribute) edges (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.directed_multigraph.MultiDiGraph property) (easygraph.classes.graph.Graph property) (easygraph.classes.multigraph.MultiGraph property) edges_equal() (in module easygraph.utils.misc) effective_size() (in module easygraph.functions.structural_holes.evaluation) efficiency() (in module easygraph.functions.structural_holes.evaluation) ego_betweenness() (in module easygraph.functions.centrality.ego_betweenness) ego_graph() (in module easygraph.functions.community.ego_graph) ego_subgraph() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) empty_graph() (in module easygraph.functions.graph_generator.classic) empty_hypergraph() (in module easygraph.functions.hypergraph.null_model.hypergraph_classic) enumerate_subgraph() (in module easygraph.functions.community.motif) erdos_renyi_M() (in module easygraph.functions.graph_generator.RandomNetwork) erdos_renyi_P() (in module easygraph.functions.graph_generator.RandomNetwork)

F

fast_erdos_renyi_P() (in module easygraph.functions.graph_generator.RandomNetwork) fill_color() (in module easygraph.functions.drawing.defaults) fill_sizes() (in module easygraph.functions.drawing.defaults) fill_strength() (in module easygraph.functions.drawing.defaults) find_graphml_keys() (easygraph.readwrite.graphml.GraphMLReader method) flowbetweenness_centrality() (in module easygraph.functions.centrality.flowbetweenness) Floyd() (in module easygraph.functions.path.path) force_layout() (in module easygraph.functions.drawing.layout) frequency_based_hypercoreness() (in module easygraph.functions.hypergraph.centrality.hypercoreness) from_agraph() (in module easygraph.readwrite.graphviz)

from_dgl() (in module easygraph.convert) from_dict_of_dicts() (in module easygraph.convert) from_dict_of_lists() (in module easygraph.convert) from_edgelist() (in module easygraph.convert) from_networkx() (in module easygraph.convert) from_numpy_array() (in module easygraph.utils.convert_to_matrix) from_pandas_adjacency() (in module easygraph.utils.convert_to_matrix) from_pandas_edgelist() (in module easygraph.utils.convert_to_matrix) from_pyg() (in module easygraph.convert) from_pyGraphviz_agraph() (in module easygraph.utils.type_change) from_scipy_sparse_matrix() (in module easygraph.utils.convert_to_matrix)

G

generate_edgelist() (in module easygraph.readwrite.edgelist) generate_gexf() (in module easygraph.readwrite.gexf) generate_gml() (in module easygraph.readwrite.gml) generate_graphml() (in module easygraph.readwrite.graphml) generate_hypergraph() (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking method) generate_pajek() (in module easygraph.readwrite.pajek) generate_ucinet() (in module easygraph.readwrite.ucinet) generator_articulation_points() (in module easygraph.functions.components.biconnected) generator_biconnected_components_edges() (in module easygraph.functions.components.biconnected) generator_biconnected_components_nodes() (in module easygraph.functions.components.biconnected) get_edge_data() (easygraph.classes.multigraph.MultiGraph method) get_graph_blogcatalog() (in module easygraph.datasets.get_sample_graph) get_graph_flickr() (in module easygraph.datasets.get_sample_graph) get_graph_karateclub() (in module easygraph.datasets.get_sample_graph) get_graph_youtube() (in module easygraph.datasets.get_sample_graph) get_key() (easygraph.readwrite.graphml.GraphMLWriter method)

get_relation_of_index_and_node() (in module easygraph.utils.index_of_node) get_structural_holes_HAM() (in module easygraph.functions.structural_holes.HAM) get_structural_holes_HIS() (in module easygraph.functions.structural_holes.HIS) get_structural_holes_MaxD() (in module easygraph.functions.structural_holes.MaxD) getandJudgeSimpleCircle() (in module easygraph.functions.hypergraph.centrality.cycle_ratio) getSmallestCycles() (in module easygraph.functions.hypergraph.centrality.cycle_ratio) gnn_data_dict_factory (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute) Graph (class in easygraph.classes.graph) graph_attr_dict_factory (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute) graph_Gnm() (in module easygraph.functions.graph_generator.RandomNetwork) GraphC (class in easygraph.classes.graph) GraphMLReader (class in easygraph.readwrite.graphml) GraphMLWriter (class in easygraph.readwrite.graphml) graphs_equal() (in module easygraph.utils.misc) greedy_modularity_communities() (in module easygraph.functions.community.modularity_max_detection)

H

HANP() (in module easygraph.functions.community.LPA) has_bridges() (in module easygraph.functions.path.bridges) has_edge() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) has_node() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) HasACycle

hierarchy() (in module easygraph.functions.structural_holes.evaluation) hull_layout() (in module easygraph.functions.drawing.utils) hybrid() (in module easygraph.utils.decorators) hyepergraph_degree_centrality() (in module easygraph.functions.hypergraph.centrality.degree) hyperedges (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking property) hypergraph_clustering_coefficient() (in module easygraph.functions.hypergraph.hypergraph_clustering) hypergraph_density() (in module easygraph.functions.hypergraph.hypergraph_operation) hypergraph_local_clustering_coefficient() (in module easygraph.functions.hypergraph.hypergraph_clustering) hypergraph_two_node_clustering_coefficient() (in module easygraph.functions.hypergraph.hypergraph_clustering)

I

ICC() (in module easygraph.functions.structural_holes.ICC) in_degree (easygraph.classes.directed_multigraph.MultiDiGraph property) in_degree() (easygraph.classes.directed_graph.DiGraph method) in_degree_centrality() (in module easygraph.functions.centrality.degree) in_edges (easygraph.classes.directed_multigraph.MultiDiGraph property) indent() (easygraph.readwrite.graphml.GraphMLWriter method) index2node (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) init_pos() (in module easygraph.functions.drawing.utils) is_biconnected() (in module easygraph.functions.components.biconnected) is_connected() (in module easygraph.functions.components.connected)

is_directed() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.directed_multigraph.MultiDiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) is_isolate() (in module easygraph.functions.isolate) is_multigraph() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.directed_multigraph.MultiDiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) is_strongly_connected() (in module easygraph.functions.components.strongly_connected) is_weakly_connected() (in module easygraph.functions.components.weakly_connected) isolates() (in module easygraph.functions.isolate)

K

k_core() (in module easygraph.functions.core.k_core)

kamada_kawai_layout() (in module easygraph.functions.drawing.positioning) Kruskal() (in module easygraph.functions.path.path)

L

L_GCN (easygraph.classes.graph.Graph property) label_names (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking property) laplacian() (in module easygraph.functions.centrality.laplacian) load_dynamic_hypergraph_dataset() (in module easygraph.datasets.dynamic.load_dataset) load_from_json() (in module easygraph.datapipe.loader)

load_from_pickle() (in module easygraph.datapipe.loader) load_from_txt() (in module easygraph.datapipe.loader) localAssort() (in module easygraph.functions.basic.localassort) louvain_communities() (in module easygraph.functions.community.louvain) louvain_partitions() (in module easygraph.functions.community.louvain) LPA() (in module easygraph.functions.community.LPA)

M

make_graph() (easygraph.readwrite.graphml.GraphMLReader method) MappedQueue (class in easygraph.utils.mapped_queue) maxBlock() (in module easygraph.functions.structural_holes.maxBlock) maxBlockFast() (in module easygraph.functions.structural_holes.maxBlock) maximum_spanning_edges() (in module easygraph.functions.path.mst) maximum_spanning_tree() (in module easygraph.functions.path.mst) minimum_spanning_edges() (in module easygraph.functions.path.mst) minimum_spanning_tree() (in module easygraph.functions.path.mst) modularity() (in module easygraph.functions.community.modularity) module easygraph easygraph.classes easygraph.classes.directed_graph easygraph.classes.directed_multigraph easygraph.classes.graph easygraph.classes.graphviews easygraph.classes.multigraph easygraph.classes.operation easygraph.convert easygraph.datapipe easygraph.datapipe.loader easygraph.datasets easygraph.datasets.dynamic.load_dataset easygraph.datasets.get_sample_graph easygraph.datasets.hypergraph.cat_edge_Cooking easygraph.exception easygraph.experiments easygraph.functions easygraph.functions.basic easygraph.functions.basic.avg_degree easygraph.functions.basic.cluster easygraph.functions.basic.localassort easygraph.functions.basic.predecessor_path_based easygraph.functions.centrality easygraph.functions.centrality.betweenness easygraph.functions.centrality.closeness easygraph.functions.centrality.degree easygraph.functions.centrality.ego_betweenness easygraph.functions.centrality.flowbetweenness easygraph.functions.centrality.laplacian easygraph.functions.centrality.pagerank easygraph.functions.community easygraph.functions.community.ego_graph easygraph.functions.community.louvain easygraph.functions.community.LPA easygraph.functions.community.modularity easygraph.functions.community.modularity_max_detection easygraph.functions.community.motif easygraph.functions.components easygraph.functions.components.biconnected easygraph.functions.components.connected easygraph.functions.components.strongly_connected easygraph.functions.components.weakly_connected easygraph.functions.core easygraph.functions.core.k_core easygraph.functions.drawing easygraph.functions.drawing.defaults easygraph.functions.drawing.drawing easygraph.functions.drawing.geometry easygraph.functions.drawing.layout easygraph.functions.drawing.plot easygraph.functions.drawing.positioning easygraph.functions.drawing.simulator easygraph.functions.drawing.utils easygraph.functions.graph_embedding easygraph.functions.graph_embedding.deepwalk easygraph.functions.graph_embedding.NOBE easygraph.functions.graph_embedding.node2vec easygraph.functions.graph_generator easygraph.functions.graph_generator.classic easygraph.functions.graph_generator.RandomNetwork easygraph.functions.hypergraph easygraph.functions.hypergraph.assortativity easygraph.functions.hypergraph.centrality easygraph.functions.hypergraph.centrality.cycle_ratio easygraph.functions.hypergraph.centrality.degree easygraph.functions.hypergraph.centrality.hypercoreness easygraph.functions.hypergraph.centrality.s_centrality easygraph.functions.hypergraph.centrality.vector_centrality easygraph.functions.hypergraph.hypergraph_clustering easygraph.functions.hypergraph.hypergraph_operation easygraph.functions.hypergraph.null_model easygraph.functions.hypergraph.null_model.hypergraph_classic easygraph.functions.hypergraph.null_model.lattice easygraph.functions.hypergraph.null_model.random easygraph.functions.hypergraph.null_model.simple easygraph.functions.hypergraph.null_model.uniform easygraph.functions.isolate easygraph.functions.path easygraph.functions.path.average_shortest_path_length easygraph.functions.path.bridges easygraph.functions.path.diameter easygraph.functions.path.mst easygraph.functions.path.path easygraph.functions.structural_holes easygraph.functions.structural_holes.AP_Greedy easygraph.functions.structural_holes.evaluation easygraph.functions.structural_holes.HAM easygraph.functions.structural_holes.HIS easygraph.functions.structural_holes.ICC easygraph.functions.structural_holes.maxBlock easygraph.functions.structural_holes.MaxD easygraph.functions.structural_holes.metrics easygraph.functions.structural_holes.NOBE easygraph.functions.structural_holes.SHII_metric easygraph.functions.structural_holes.weakTie easygraph.ml_metrics easygraph.model easygraph.nn easygraph.nn.convs easygraph.readwrite easygraph.readwrite.edgelist easygraph.readwrite.gexf easygraph.readwrite.gml easygraph.readwrite.graphml easygraph.readwrite.graphviz easygraph.readwrite.json_graph easygraph.readwrite.json_graph.node_link easygraph.readwrite.pajek easygraph.readwrite.pickle easygraph.readwrite.ucinet easygraph.utils easygraph.utils.alias easygraph.utils.convert_class easygraph.utils.convert_to_matrix easygraph.utils.decorators easygraph.utils.download easygraph.utils.exception easygraph.utils.index_of_node easygraph.utils.logging easygraph.utils.mapped_queue easygraph.utils.misc easygraph.utils.relabel easygraph.utils.sparse easygraph.utils.type_change

multi_source_dijkstra() (in module easygraph.functions.path.path) MultiDiGraph (class in easygraph.classes.directed_multigraph) MultiGraph (class in easygraph.classes.multigraph) my_all_shortest_paths() (in module easygraph.functions.hypergraph.centrality.cycle_ratio)

N

N_v() (easygraph.classes.graph.Graph method) name (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) nbr_v() (easygraph.classes.graph.Graph method) nbunch_iter() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) ndata (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) neighbors() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) new_edge_key() (easygraph.classes.multigraph.MultiGraph method) NOBE() (in module easygraph.functions.graph_embedding.NOBE) NOBE_GA() (in module easygraph.functions.graph_embedding.NOBE) NOBE_GA_SH() (in module easygraph.functions.structural_holes.NOBE) NOBE_SH() (in module easygraph.functions.structural_holes.NOBE) node2vec() (in module easygraph.functions.graph_embedding.node2vec) node_attr_dict_factory (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute) NODE_ATTRACTION (easygraph.functions.drawing.simulator.Simulator attribute) node_dict_factory (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute) node_index (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) node_index_dict (easygraph.classes.directed_graph.DiGraph attribute) (easygraph.classes.graph.Graph attribute)

node_link_graph() (in module easygraph.readwrite.json_graph.node_link) node_names (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking property) NODE_REPULSION (easygraph.functions.drawing.simulator.Simulator attribute) NodeNotFound NodeParams (class in easygraph.functions.structural_holes.SHII_metric) nodes (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) nodes_equal() (in module easygraph.utils.misc) nodes_of_max_cc_without_shs() (in module easygraph.functions.structural_holes.metrics) nodes_or_number() (in module easygraph.utils.decorators) nodes_subgraph() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) not_implemented_for() (in module easygraph.utils.decorators) number_connected_components() (in module easygraph.functions.components.connected) number_of_edges() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) number_of_isolates() (in module easygraph.functions.isolate) number_of_nodes() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) number_of_selfloops() (in module easygraph.classes.operation) number_strongly_connected_components() (in module easygraph.functions.components.strongly_connected) number_weakly_connected_components() (in module easygraph.functions.components.weakly_connected)

O

only_implemented_for_Directed_graph() (in module easygraph.utils.decorators) only_implemented_for_UnDirected_graph() (in module easygraph.utils.decorators) open_file() (in module easygraph.utils.decorators) order() (easygraph.classes.graph.Graph method)

out_degree (easygraph.classes.directed_multigraph.MultiDiGraph property) out_degree() (easygraph.classes.directed_graph.DiGraph method) out_degree_centrality() (in module easygraph.functions.centrality.degree) out_edges (easygraph.classes.directed_multigraph.MultiDiGraph property)

P

pagerank() (in module easygraph.functions.centrality.pagerank) pairwise() (in module easygraph.utils.misc) parse_edgelist() (in module easygraph.readwrite.edgelist) parse_gml() (in module easygraph.readwrite.gml) parse_graphml() (in module easygraph.readwrite.graphml) parse_pajek() (in module easygraph.readwrite.pajek) parse_ucinet() (in module easygraph.readwrite.ucinet) path_graph() (in module easygraph.functions.graph_generator.classic) plot_Betweenness_Centrality() (in module easygraph.functions.drawing.plot) plot_Connected_Communities() (in module easygraph.functions.drawing.plot)

plot_Followers() (in module easygraph.functions.drawing.plot) plot_Neighborhood_Followers() (in module easygraph.functions.drawing.plot) polar_position() (in module easygraph.functions.drawing.geometry) pop() (easygraph.utils.mapped_queue.MappedQueue method) pred (easygraph.classes.directed_graph.DiGraph property) predecessor() (in module easygraph.functions.basic.predecessor_path_based) predecessors() (easygraph.classes.directed_graph.DiGraph method) Prim() (in module easygraph.functions.path.path) process_label_txt() (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking method) push() (easygraph.utils.mapped_queue.MappedQueue method)

R

rad_2_deg() (in module easygraph.functions.drawing.geometry) radian_from_atan() (in module easygraph.functions.drawing.geometry) random_enumerate_subgraph() (in module easygraph.functions.community.motif) random_hypergraph() (in module easygraph.functions.hypergraph.null_model.random) random_position() (in module easygraph.functions.drawing.positioning) raw_selfloop_dict (easygraph.classes.graph.Graph attribute) read_dot() (in module easygraph.readwrite.graphviz) read_edgelist() (in module easygraph.readwrite.edgelist) read_gexf() (in module easygraph.readwrite.gexf) read_gml() (in module easygraph.readwrite.gml) read_graphml() (in module easygraph.readwrite.graphml) read_pajek() (in module easygraph.readwrite.pajek) read_pickle() (in module easygraph.readwrite.pickle) read_ucinet() (in module easygraph.readwrite.ucinet) read_weighted_edgelist() (in module easygraph.readwrite.edgelist) relabel_gexf_graph() (in module easygraph.readwrite.gexf) relabel_nodes() (in module easygraph.utils.relabel) remove() (easygraph.utils.mapped_queue.MappedQueue method) remove_edge() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.directed_multigraph.MultiDiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method)

remove_edges() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) remove_edges_from() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.multigraph.MultiGraph method) remove_extra_selfloop() (easygraph.classes.graph.Graph method) remove_node() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) remove_nodes() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) remove_nodes_from() (easygraph.classes.graph.Graph method) remove_selfloop() (easygraph.classes.graph.Graph method) request_text_from_url() (in module easygraph.datasets.hypergraph.cat_edge_Cooking) rescale_position() (in module easygraph.functions.drawing.positioning) ret_cast_fun() (in module easygraph.datapipe.loader) retry_method_with_fix() (in module easygraph.utils.decorators) reverse() (easygraph.classes.directed_multigraph.MultiDiGraph method) reverse_view() (in module easygraph.classes.graphviews) ring_lattice() (in module easygraph.functions.hypergraph.null_model.lattice)

S

s_betweenness() (in module easygraph.functions.hypergraph.centrality.s_centrality) s_closeness() (in module easygraph.functions.hypergraph.centrality.s_centrality) s_eccentricity() (in module easygraph.functions.hypergraph.centrality.s_centrality) safe_div() (in module easygraph.functions.drawing.utils) selfloop_edges() (in module easygraph.classes.operation) set_edge_attributes() (in module easygraph.classes.operation) set_node_attributes() (in module easygraph.classes.operation) shell_position() (in module easygraph.functions.drawing.positioning) simple_stdout2file() (in module easygraph.utils.logging) simulate() (easygraph.functions.drawing.simulator.Simulator method) Simulator (class in easygraph.functions.drawing.simulator) single_source_bfs() (in module easygraph.functions.path.path) single_source_dijkstra() (in module easygraph.functions.path.path) size() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method)

size_independent_hypercoreness() (in module easygraph.functions.hypergraph.centrality.hypercoreness) SLPA() (in module easygraph.functions.community.LPA) smoothing_with_GCN() (easygraph.classes.graph.Graph method) sparse_dropout() (in module easygraph.utils.sparse) Spfa() (in module easygraph.functions.path.path) split() (in module easygraph.utils.misc) split_len() (in module easygraph.utils.misc) star_clique() (in module easygraph.functions.hypergraph.null_model.simple) StatisticsAndCalculateIndicators() (in module easygraph.functions.hypergraph.centrality.cycle_ratio) strongly_connected_components() (in module easygraph.functions.components.strongly_connected) structural_hole_influence_index() (in module easygraph.functions.structural_holes.metrics) (in module easygraph.functions.structural_holes.SHII_metric) successors() (easygraph.classes.directed_graph.DiGraph method) sum_of_shortest_paths() (in module easygraph.functions.structural_holes.metrics)

T

to_agraph() (in module easygraph.readwrite.graphviz) to_dgl() (in module easygraph.convert) to_directed() (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) to_directed_class() (easygraph.classes.graph.Graph method) to_easygraph_graph() (in module easygraph.convert) to_index_node_graph() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method)

to_networkx() (in module easygraph.convert) to_numpy_array() (in module easygraph.utils.convert_to_matrix) to_numpy_matrix() (in module easygraph.utils.convert_to_matrix) to_pyg() (in module easygraph.convert) to_pyGraphviz_agraph() (in module easygraph.utils.type_change) to_scipy_sparse_array() (in module easygraph.utils.convert_to_matrix) to_scipy_sparse_matrix() (in module easygraph.utils.convert_to_matrix) to_undirected() (easygraph.classes.directed_multigraph.MultiDiGraph method) topological_sort() (in module easygraph.classes.operation)

U

uniform_erdos_renyi_hypergraph() (in module easygraph.functions.hypergraph.null_model.uniform) uniform_HPPM() (in module easygraph.functions.hypergraph.null_model.uniform) uniform_HSBM() (in module easygraph.functions.hypergraph.null_model.uniform)

uniform_hypergraph_configuration_model() (in module easygraph.functions.hypergraph.null_model.uniform) uniform_hypergraph_Gnm() (in module easygraph.functions.hypergraph.null_model.uniform) uniform_hypergraph_Gnp() (in module easygraph.functions.hypergraph.null_model.random) update() (easygraph.utils.mapped_queue.MappedQueue method)

V

vector_centrality() (in module easygraph.functions.hypergraph.centrality.vector_centrality)

vlen() (in module easygraph.functions.drawing.geometry)

W

watts_strogatz_hypergraph() (in module easygraph.functions.hypergraph.null_model.random) weakly_connected_components() (in module easygraph.functions.components.weakly_connected) weakTie() (in module easygraph.functions.structural_holes.weakTie) weakTieLocal() (in module easygraph.functions.structural_holes.weakTie) write_dot() (in module easygraph.readwrite.graphviz) write_edgelist() (in module easygraph.readwrite.edgelist) write_gexf() (in module easygraph.readwrite.gexf) write_gml() (in module easygraph.readwrite.gml)

write_graphml() (in module easygraph.readwrite.graphml) write_graphml_lxml() (in module easygraph.readwrite.graphml) write_graphml_xml() (in module easygraph.readwrite.graphml) write_pajek() (in module easygraph.readwrite.pajek) write_pickle() (in module easygraph.readwrite.pickle) write_ucinet() (in module easygraph.readwrite.ucinet) write_weighted_edgelist() (in module easygraph.readwrite.edgelist) WS_Random() (in module easygraph.functions.graph_generator.RandomNetwork)