Index _ | A | B | C | D | E | F | G | H | I | K | L | M | N | O | P | R | S | T | U | V | W | Y _ _content (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) _hyperedges (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) _label_names (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) _node_labels (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) _node_names (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) A A (easygraph.classes.graph.Graph property) accuracy() (in module easygraph.ml_metrics.classification) add_edge() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.directed_multigraph.MultiDiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) add_edges() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph 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_hyperedges() (easygraph.classes.base.BaseHypergraph method) add_node() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) add_nodes() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph 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) AmazonCoBuyComputerDataset (class in easygraph.datasets.gnn_benchmark) AmazonPhotoDataset (class in easygraph.datasets.amazon_photo) apply_alpha() (in module easygraph.functions.drawing.utils) ArxivHEPTHDataset (class in easygraph.datasets.arxiv) available_classification_metrics() (in module easygraph.ml_metrics.classification) 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 BaseData (class in easygraph.datasets.hypergraph.hypergraph_dataset_base) BaseEvaluator (class in easygraph.ml_metrics.base) BaseHypergraph (class in easygraph.classes.base) BaseTask (class in easygraph.experiments.base) betweenness_centrality() (in module easygraph.functions.centrality.betweenness) 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) circular_position() (in module easygraph.functions.drawing.positioning) CitationGraphDataset (class in easygraph.datasets.citation_graph) CiteseerGraphDataset (class in easygraph.datasets.citation_graph) clear() (easygraph.classes.base.BaseHypergraph method) clone() (easygraph.classes.base.BaseHypergraph method) (easygraph.classes.graph.Graph method) closeness_centrality() (in module easygraph.functions.centrality.closeness) clustering() (in module easygraph.functions.basic.cluster) CoauthorCSDataset (class in easygraph.datasets.coauthor) CoauthorshipCora (class in easygraph.datasets.hypergraph.coauthorship) CoauthorshipDBLP (class in easygraph.datasets.hypergraph.coauthorship) CocitationCiteseer (class in easygraph.datasets.hypergraph.cocitation) CocitationCora (class in easygraph.datasets.hypergraph.cocitation) CocitationPubmed (class in easygraph.datasets.hypergraph.cocitation) common_tangent_radian() (in module easygraph.functions.drawing.geometry) compose_pipes() (in module easygraph.datapipe.common) condensation() (in module easygraph.functions.components.strongly_connected) confusion_matrix() (in module easygraph.ml_metrics.classification) 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) contact_primary_school (class in easygraph.datasets.hypergraph.contact_primary_school) content (easygraph.datasets.hypergraph.hypergraph_dataset_base.BaseData property) convert_graph_class() (in module easygraph.utils.convert_class) convert_node_labels_to_integers() (in module easygraph.utils.relabel) Cooking200 (class in easygraph.datasets.hypergraph.cooking_200) copy() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) (easygraph.classes.multigraph.MultiGraph method) CoraBinary (class in easygraph.datasets.citation_graph) CoraGraphDataset (class in easygraph.datasets.citation_graph) cpp() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) create_alias_table() (in module easygraph.utils.alias) D D_v (easygraph.classes.graph.Graph property) D_v_neg_1_2 (easygraph.classes.graph.Graph property) data_root (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) 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_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() (easygraph.datasets.arxiv.ArxivHEPTHDataset method) (easygraph.datasets.dynamic.email_enron.Email_Enron method) (easygraph.datasets.dynamic.email_eu.Email_Eu method) (easygraph.datasets.facebook_ego.FacebookEgoNetDataset method) (easygraph.datasets.github.GitHubUsersDataset method) (easygraph.datasets.graph_dataset_base.EasyGraphBuiltinDataset method) (easygraph.datasets.graph_dataset_base.EasyGraphDataset method) (easygraph.datasets.roadnet.RoadNetCADataset method) (easygraph.datasets.twitter_ego.TwitterEgoDataset method) (easygraph.datasets.web_google.WebGoogleDataset method) (easygraph.datasets.wiki_topcats.WikiTopCatsDataset method) (in module easygraph.datasets.utils) download_and_check() (in module easygraph.utils.download) download_file() (in module easygraph.utils.download) draw() (easygraph.classes.base.BaseHypergraph method) 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) drop_hyperedges() (easygraph.classes.base.BaseHypergraph method) drop_hyperedges_of_group() (easygraph.classes.base.BaseHypergraph method) E e (easygraph.classes.base.BaseHypergraph property) (easygraph.classes.graph.Graph property) e2v() (easygraph.classes.base.BaseHypergraph method) e2v_aggregation() (easygraph.classes.base.BaseHypergraph method) e2v_aggregation_of_group() (easygraph.classes.base.BaseHypergraph method) e2v_of_group() (easygraph.classes.base.BaseHypergraph method) e2v_update() (easygraph.classes.base.BaseHypergraph method) e2v_update_of_group() (easygraph.classes.base.BaseHypergraph method) e_both_side (easygraph.classes.graph.Graph property) e_of_group() (easygraph.classes.base.BaseHypergraph method) e_property (easygraph.classes.base.BaseHypergraph property) easygraph.classes module easygraph.classes.base 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.common module easygraph.datapipe.loader module easygraph.datapipe.normalize module easygraph.datasets module easygraph.datasets.amazon_photo module easygraph.datasets.arxiv module easygraph.datasets.citation_graph module easygraph.datasets.coauthor module easygraph.datasets.dynamic.email_enron module easygraph.datasets.dynamic.email_eu module easygraph.datasets.dynamic.load_dataset module easygraph.datasets.facebook_ego module easygraph.datasets.flickr module easygraph.datasets.get_sample_graph module easygraph.datasets.github module easygraph.datasets.gnn_benchmark module easygraph.datasets.graph_dataset_base module easygraph.datasets.hypergraph module easygraph.datasets.hypergraph.cat_edge_Cooking module easygraph.datasets.hypergraph.coauthorship module easygraph.datasets.hypergraph.cocitation module easygraph.datasets.hypergraph.contact_primary_school module easygraph.datasets.hypergraph.cooking_200 module easygraph.datasets.hypergraph.House_Committees module easygraph.datasets.hypergraph.hypergraph_dataset_base module easygraph.datasets.hypergraph.loadDeepSetDatasets module easygraph.datasets.hypergraph.mathoverflow_answers module easygraph.datasets.hypergraph.senate_committees module easygraph.datasets.hypergraph.trivago_clicks module easygraph.datasets.hypergraph.walmart_trips module easygraph.datasets.hypergraph.Yelp module easygraph.datasets.karate module easygraph.datasets.reddit module easygraph.datasets.roadnet module easygraph.datasets.twitter_ego module easygraph.datasets.utils module easygraph.datasets.web_google module easygraph.datasets.wiki_topcats module easygraph.exception module easygraph.experiments module easygraph.experiments.base module easygraph.experiments.hypergraphs module easygraph.experiments.hypergraphs.hypergraph module easygraph.experiments.vertex_classification 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.katz_centrality 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.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.ml_metrics module easygraph.ml_metrics.base module easygraph.ml_metrics.classification module easygraph.ml_metrics.hypergraphs module easygraph.ml_metrics.hypergraphs.hypergraph 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 EasyGraphBuiltinDataset (class in easygraph.datasets.graph_dataset_base) EasyGraphDataset (class in easygraph.datasets.graph_dataset_base) 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) 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) Email_Enron (class in easygraph.datasets.dynamic.email_enron) Email_Eu (class in easygraph.datasets.dynamic.email_eu) enumerate_subgraph() (in module easygraph.functions.community.motif) experiment() (easygraph.experiments.base.BaseTask method) (easygraph.experiments.hypergraphs.hypergraph.HypergraphVertexClassificationTask method) (easygraph.experiments.vertex_classification.VertexClassificationTask method) extract_archive() (in module easygraph.datasets.utils) F f1_score() (in module easygraph.ml_metrics.classification) FacebookEgoNetDataset (class in easygraph.datasets.facebook_ego) fetch_files() (easygraph.datasets.hypergraph.hypergraph_dataset_base.BaseData method) fill_color() (in module easygraph.functions.drawing.defaults) fill_sizes() (in module easygraph.functions.drawing.defaults) fill_strength() (in module easygraph.functions.drawing.defaults) FlickrDataset (class in easygraph.datasets.flickr) flowbetweenness_centrality() (in module easygraph.functions.centrality.flowbetweenness) Floyd() (in module easygraph.functions.path.path) force_layout() (in module easygraph.functions.drawing.layout) format_metric_configs() (in module easygraph.ml_metrics.base) 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) from_state_dict() (easygraph.classes.base.BaseHypergraph static method) G generate_hypergraph() (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking method) (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school method) (easygraph.datasets.hypergraph.House_Committees.House_Committees method) (easygraph.datasets.hypergraph.mathoverflow_answers.mathoverflow_answers method) (easygraph.datasets.hypergraph.senate_committees.senate_committees method) (easygraph.datasets.hypergraph.trivago_clicks.trivago_clicks method) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips method) generate_mask_tensor() (in module easygraph.datasets.utils) 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_download_dir() (in module easygraph.datasets.utils) 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_relation_of_index_and_node() (in module easygraph.utils.index_of_node) GitHubUsersDataset (class in easygraph.datasets.github) 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) GraphC (class in easygraph.classes.graph) graphs_equal() (in module easygraph.utils.misc) greedy_modularity_communities() (in module easygraph.functions.community.modularity_max_detection) group_names (easygraph.classes.base.BaseHypergraph property) H H (easygraph.classes.base.BaseHypergraph property) H_e2v (easygraph.classes.base.BaseHypergraph property) H_e2v_of_group() (easygraph.classes.base.BaseHypergraph method) H_of_group (easygraph.classes.base.BaseHypergraph property) H_v2e (easygraph.classes.base.BaseHypergraph property) H_v2e_of_group() (easygraph.classes.base.BaseHypergraph method) HANP() (in module easygraph.functions.community.LPA) has_bridges() (in module easygraph.functions.path.bridges) has_cache() (easygraph.datasets.citation_graph.CitationGraphDataset method) (easygraph.datasets.citation_graph.CoraBinary method) (easygraph.datasets.dynamic.email_enron.Email_Enron method) (easygraph.datasets.dynamic.email_eu.Email_Eu method) (easygraph.datasets.graph_dataset_base.EasyGraphDataset method) 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 hash (easygraph.datasets.graph_dataset_base.EasyGraphDataset property) House_Committees (class in easygraph.datasets.hypergraph.House_Committees) hull_layout() (in module easygraph.functions.drawing.utils) hybrid() (in module easygraph.utils.decorators) hyperedges (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking property) (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school property) (easygraph.datasets.hypergraph.House_Committees.House_Committees property) (easygraph.datasets.hypergraph.mathoverflow_answers.mathoverflow_answers property) (easygraph.datasets.hypergraph.senate_committees.senate_committees property) (easygraph.datasets.hypergraph.trivago_clicks.trivago_clicks property) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips property) hyperedges_path (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) HypergraphVertexClassificationEvaluator (class in easygraph.ml_metrics.hypergraphs.hypergraph) HypergraphVertexClassificationTask (class in easygraph.experiments.hypergraphs.hypergraph) I 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) 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_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) K k_core() (in module easygraph.functions.core.k_core) kamada_kawai_layout() (in module easygraph.functions.drawing.positioning) KarateClubDataset (class in easygraph.datasets.karate) katz_centrality() (in module easygraph.functions.centrality.katz_centrality) 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) (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school property) (easygraph.datasets.hypergraph.House_Committees.House_Committees property) (easygraph.datasets.hypergraph.mathoverflow_answers.mathoverflow_answers property) (easygraph.datasets.hypergraph.senate_committees.senate_committees property) (easygraph.datasets.hypergraph.trivago_clicks.trivago_clicks property) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips property) label_names_path (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) laplacian() (in module easygraph.functions.centrality.laplacian) load() (easygraph.classes.base.BaseHypergraph static method) (easygraph.datasets.dynamic.email_enron.Email_Enron method) (easygraph.datasets.dynamic.email_eu.Email_Eu method) (easygraph.datasets.graph_dataset_base.EasyGraphDataset method) load_citeseer() (in module easygraph.datasets.citation_graph) load_cora() (in module easygraph.datasets.citation_graph) 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) load_line_expansion_dataset() (in module easygraph.datasets.hypergraph.loadDeepSetDatasets) load_pubmed() (in module easygraph.datasets.citation_graph) load_structure() (in module easygraph.classes.base) 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 makedirs() (in module easygraph.datasets.utils) MappedQueue (class in easygraph.utils.mapped_queue) mathoverflow_answers (class in easygraph.datasets.hypergraph.mathoverflow_answers) maximum_spanning_edges() (in module easygraph.functions.path.mst) maximum_spanning_tree() (in module easygraph.functions.path.mst) min_max_scaler() (in module easygraph.datapipe.normalize) 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.classes easygraph.classes.base 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.common easygraph.datapipe.loader easygraph.datapipe.normalize easygraph.datasets easygraph.datasets.amazon_photo easygraph.datasets.arxiv easygraph.datasets.citation_graph easygraph.datasets.coauthor easygraph.datasets.dynamic.email_enron easygraph.datasets.dynamic.email_eu easygraph.datasets.dynamic.load_dataset easygraph.datasets.facebook_ego easygraph.datasets.flickr easygraph.datasets.get_sample_graph easygraph.datasets.github easygraph.datasets.gnn_benchmark easygraph.datasets.graph_dataset_base easygraph.datasets.hypergraph easygraph.datasets.hypergraph.cat_edge_Cooking easygraph.datasets.hypergraph.coauthorship easygraph.datasets.hypergraph.cocitation easygraph.datasets.hypergraph.contact_primary_school easygraph.datasets.hypergraph.cooking_200 easygraph.datasets.hypergraph.House_Committees easygraph.datasets.hypergraph.hypergraph_dataset_base easygraph.datasets.hypergraph.loadDeepSetDatasets easygraph.datasets.hypergraph.mathoverflow_answers easygraph.datasets.hypergraph.senate_committees easygraph.datasets.hypergraph.trivago_clicks easygraph.datasets.hypergraph.walmart_trips easygraph.datasets.hypergraph.Yelp easygraph.datasets.karate easygraph.datasets.reddit easygraph.datasets.roadnet easygraph.datasets.twitter_ego easygraph.datasets.utils easygraph.datasets.web_google easygraph.datasets.wiki_topcats easygraph.exception easygraph.experiments easygraph.experiments.base easygraph.experiments.hypergraphs easygraph.experiments.hypergraphs.hypergraph easygraph.experiments.vertex_classification 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.katz_centrality 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.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.ml_metrics easygraph.ml_metrics.base easygraph.ml_metrics.classification easygraph.ml_metrics.hypergraphs easygraph.ml_metrics.hypergraphs.hypergraph 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) N N_v() (easygraph.classes.graph.Graph method) name (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) (easygraph.datasets.graph_dataset_base.EasyGraphDataset 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) needs_to_load() (easygraph.datasets.hypergraph.hypergraph_dataset_base.BaseData method) neighbors() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) new_edge_key() (easygraph.classes.multigraph.MultiGraph method) 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_labels (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school property) (easygraph.datasets.hypergraph.House_Committees.House_Committees property) (easygraph.datasets.hypergraph.mathoverflow_answers.mathoverflow_answers property) (easygraph.datasets.hypergraph.senate_committees.senate_committees property) (easygraph.datasets.hypergraph.trivago_clicks.trivago_clicks property) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips property) node_labels_path (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school attribute) (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips attribute) node_names (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking property) (easygraph.datasets.hypergraph.House_Committees.House_Committees property) (easygraph.datasets.hypergraph.senate_committees.senate_committees property) node_names_path (easygraph.datasets.hypergraph.House_Committees.House_Committees attribute) NODE_REPULSION (easygraph.functions.drawing.simulator.Simulator attribute) NodeNotFound nodes (easygraph.classes.directed_graph.DiGraph property) (easygraph.classes.graph.Graph property) nodes_equal() (in module easygraph.utils.misc) nodes_or_number() (in module easygraph.utils.decorators) nodes_subgraph() (easygraph.classes.directed_graph.DiGraph method) (easygraph.classes.graph.Graph method) norm_ft() (in module easygraph.datapipe.normalize) not_implemented_for() (in module easygraph.utils.decorators) num_classes (easygraph.datasets.amazon_photo.AmazonPhotoDataset property) (easygraph.datasets.citation_graph.CitationGraphDataset property) (easygraph.datasets.citation_graph.CiteseerGraphDataset attribute) (easygraph.datasets.citation_graph.CoraGraphDataset attribute) (easygraph.datasets.citation_graph.PubmedGraphDataset attribute) (easygraph.datasets.coauthor.CoauthorCSDataset property) (easygraph.datasets.flickr.FlickrDataset property) (easygraph.datasets.github.GitHubUsersDataset property) (easygraph.datasets.gnn_benchmark.AmazonCoBuyComputerDataset attribute) (easygraph.datasets.gnn_benchmark.AmazonCoBuyComputerDataset property) (easygraph.datasets.karate.KarateClubDataset attribute) (easygraph.datasets.karate.KarateClubDataset property) (easygraph.datasets.reddit.RedditDataset property) num_e (easygraph.classes.base.BaseHypergraph property) num_e_of_group() (easygraph.classes.base.BaseHypergraph method) num_groups (easygraph.classes.base.BaseHypergraph property) num_labels (easygraph.datasets.citation_graph.CitationGraphDataset property) num_v (easygraph.classes.base.BaseHypergraph property) 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_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) 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() (easygraph.datasets.amazon_photo.AmazonPhotoDataset method) (easygraph.datasets.arxiv.ArxivHEPTHDataset method) (easygraph.datasets.citation_graph.CitationGraphDataset method) (easygraph.datasets.citation_graph.CoraBinary method) (easygraph.datasets.coauthor.CoauthorCSDataset method) (easygraph.datasets.dynamic.email_enron.Email_Enron method) (easygraph.datasets.dynamic.email_eu.Email_Eu method) (easygraph.datasets.facebook_ego.FacebookEgoNetDataset method) (easygraph.datasets.flickr.FlickrDataset method) (easygraph.datasets.github.GitHubUsersDataset method) (easygraph.datasets.graph_dataset_base.EasyGraphDataset method) (easygraph.datasets.karate.KarateClubDataset method) (easygraph.datasets.reddit.RedditDataset method) (easygraph.datasets.roadnet.RoadNetCADataset method) (easygraph.datasets.twitter_ego.TwitterEgoDataset method) (easygraph.datasets.web_google.WebGoogleDataset method) (easygraph.datasets.wiki_topcats.WikiTopCatsDataset method) process_label_txt() (easygraph.datasets.hypergraph.cat_edge_Cooking.cat_edge_Cooking method) (easygraph.datasets.hypergraph.contact_primary_school.contact_primary_school method) (easygraph.datasets.hypergraph.House_Committees.House_Committees method) (easygraph.datasets.hypergraph.mathoverflow_answers.mathoverflow_answers method) (easygraph.datasets.hypergraph.senate_committees.senate_committees method) (easygraph.datasets.hypergraph.trivago_clicks.trivago_clicks method) (easygraph.datasets.hypergraph.walmart_trips.walmart_trips method) PubmedGraphDataset (class in easygraph.datasets.citation_graph) push() (easygraph.utils.mapped_queue.MappedQueue method) R R_e2v (easygraph.classes.base.BaseHypergraph property) R_e2v_of_group() (easygraph.classes.base.BaseHypergraph method) R_v2e (easygraph.classes.base.BaseHypergraph property) R_v2e_of_group() (easygraph.classes.base.BaseHypergraph method) 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_position() (in module easygraph.functions.drawing.positioning) raw() (easygraph.datasets.hypergraph.hypergraph_dataset_base.BaseData method) raw_dir (easygraph.datasets.graph_dataset_base.EasyGraphDataset property) raw_path (easygraph.datasets.graph_dataset_base.EasyGraphDataset property) raw_selfloop_dict (easygraph.classes.graph.Graph attribute) RedditDataset (class in easygraph.datasets.reddit) 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_hyperedges() (easygraph.classes.base.BaseHypergraph 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) (in module easygraph.datasets.hypergraph.contact_primary_school) (in module easygraph.datasets.hypergraph.House_Committees) (in module easygraph.datasets.hypergraph.mathoverflow_answers) (in module easygraph.datasets.hypergraph.senate_committees) (in module easygraph.datasets.hypergraph.trivago_clicks) (in module easygraph.datasets.hypergraph.walmart_trips) 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_edge (easygraph.datasets.citation_graph.CitationGraphDataset property) reverse_view() (in module easygraph.classes.graphviews) RoadNetCADataset (class in easygraph.datasets.roadnet) run() (easygraph.experiments.base.BaseTask method) (easygraph.experiments.hypergraphs.hypergraph.HypergraphVertexClassificationTask method) (easygraph.experiments.vertex_classification.VertexClassificationTask method) S safe_div() (in module easygraph.functions.drawing.utils) save() (easygraph.classes.base.BaseHypergraph method) (easygraph.datasets.graph_dataset_base.EasyGraphDataset method) save_dir (easygraph.datasets.graph_dataset_base.EasyGraphDataset property) save_name (easygraph.datasets.citation_graph.CitationGraphDataset property) (easygraph.datasets.citation_graph.CoraBinary property) (easygraph.datasets.dynamic.email_enron.Email_Enron property) (easygraph.datasets.dynamic.email_eu.Email_Eu property) save_path (easygraph.datasets.graph_dataset_base.EasyGraphDataset property) selfloop_edges() (in module easygraph.classes.operation) senate_committees (class in easygraph.datasets.hypergraph.senate_committees) 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) SLPA() (in module easygraph.functions.community.LPA) smoothing() (easygraph.classes.base.BaseHypergraph method) 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) state_dict (easygraph.classes.base.BaseHypergraph property) strongly_connected_components() (in module easygraph.functions.components.strongly_connected) successors() (easygraph.classes.directed_graph.DiGraph method) T test() (easygraph.experiments.base.BaseTask method) (easygraph.experiments.hypergraphs.hypergraph.HypergraphVertexClassificationTask method) (easygraph.experiments.vertex_classification.VertexClassificationTask method) (easygraph.ml_metrics.base.BaseEvaluator method) (easygraph.ml_metrics.classification.VertexClassificationEvaluator method) (easygraph.ml_metrics.hypergraphs.hypergraph.HypergraphVertexClassificationEvaluator method) test_add_batch() (easygraph.ml_metrics.base.BaseEvaluator method) test_epoch_res() (easygraph.ml_metrics.base.BaseEvaluator method) to() (easygraph.classes.base.BaseHypergraph method) (easygraph.experiments.hypergraphs.hypergraph.HypergraphVertexClassificationTask method) (easygraph.experiments.vertex_classification.VertexClassificationTask method) to_bool_tensor() (in module easygraph.datapipe.common) 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_long_tensor() (in module easygraph.datapipe.common) 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_tensor() (in module easygraph.datapipe.common) to_undirected() (easygraph.classes.directed_multigraph.MultiDiGraph method) topological_sort() (in module easygraph.classes.operation) train() (easygraph.experiments.base.BaseTask method) (easygraph.experiments.hypergraphs.hypergraph.HypergraphVertexClassificationTask method) (easygraph.experiments.vertex_classification.VertexClassificationTask method) trivago_clicks (class in easygraph.datasets.hypergraph.trivago_clicks) TwitterEgoDataset (class in easygraph.datasets.twitter_ego) U update() (easygraph.utils.mapped_queue.MappedQueue method) url (easygraph.datasets.dynamic.email_enron.Email_Enron property) (easygraph.datasets.dynamic.email_eu.Email_Eu property) (easygraph.datasets.graph_dataset_base.EasyGraphDataset property) V v (easygraph.classes.base.BaseHypergraph property) v2e() (easygraph.classes.base.BaseHypergraph method) v2e_aggregation() (easygraph.classes.base.BaseHypergraph method) v2e_aggregation_of_group() (easygraph.classes.base.BaseHypergraph method) v2e_of_group() (easygraph.classes.base.BaseHypergraph method) v2e_update() (easygraph.classes.base.BaseHypergraph method) v2e_update_of_group() (easygraph.classes.base.BaseHypergraph method) v2v() (easygraph.classes.base.BaseHypergraph method) v2v_of_group() (easygraph.classes.base.BaseHypergraph method) v_property (easygraph.classes.base.BaseHypergraph property) v_weight (easygraph.classes.base.BaseHypergraph property) validate() (easygraph.experiments.base.BaseTask method) (easygraph.experiments.hypergraphs.hypergraph.HypergraphVertexClassificationTask method) (easygraph.experiments.vertex_classification.VertexClassificationTask method) (easygraph.ml_metrics.base.BaseEvaluator method) (easygraph.ml_metrics.classification.VertexClassificationEvaluator method) (easygraph.ml_metrics.hypergraphs.hypergraph.HypergraphVertexClassificationEvaluator method) validate_add_batch() (easygraph.ml_metrics.base.BaseEvaluator method) validate_epoch_res() (easygraph.ml_metrics.base.BaseEvaluator method) vars_for_DL (easygraph.classes.base.BaseHypergraph property) (easygraph.experiments.hypergraphs.hypergraph.HypergraphVertexClassificationTask property) (easygraph.experiments.vertex_classification.VertexClassificationTask property) verbose (easygraph.datasets.graph_dataset_base.EasyGraphDataset property) VertexClassificationEvaluator (class in easygraph.ml_metrics.classification) VertexClassificationTask (class in easygraph.experiments.vertex_classification) vlen() (in module easygraph.functions.drawing.geometry) W W_e (easygraph.classes.base.BaseHypergraph property) W_e_of_group() (easygraph.classes.base.BaseHypergraph method) W_v (easygraph.classes.base.BaseHypergraph property) walmart_trips (class in easygraph.datasets.hypergraph.walmart_trips) weakly_connected_components() (in module easygraph.functions.components.weakly_connected) WebGoogleDataset (class in easygraph.datasets.web_google) WikiTopCatsDataset (class in easygraph.datasets.wiki_topcats) Y YelpRestaurant (class in easygraph.datasets.hypergraph.Yelp)
