easygraph package

Subpackages

• easygraph.classes package
  • Submodules
    • easygraph.classes.base module
      • BaseHypergraph
      • load_structure()
    • easygraph.classes.directed_graph module
      • DiGraph
      • DiGraphC
    • easygraph.classes.directed_multigraph module
      • MultiDiGraph
    • easygraph.classes.graph module
      • Graph
      • GraphC
    • easygraph.classes.graphviews module
      • reverse_view()
    • easygraph.classes.hypergraph module
      • Hypergraph
    • easygraph.classes.multigraph module
      • MultiGraph
    • easygraph.classes.operation module
      • add_path()
      • density()
      • number_of_selfloops()
      • selfloop_edges()
      • set_edge_attributes()
      • set_node_attributes()
      • topological_sort()
  • Module contents
• easygraph.datapipe package
  • Submodules
    • easygraph.datapipe.common module
      • compose_pipes()
      • to_bool_tensor()
      • to_long_tensor()
      • to_tensor()
    • easygraph.datapipe.loader module
      • load_from_json()
      • load_from_pickle()
      • load_from_txt()
      • ret_cast_fun()
    • easygraph.datapipe.normalize module
      • min_max_scaler()
      • norm_ft()
  • Module contents
• easygraph.datasets package
  • Subpackages
    • easygraph.datasets.dynamic package
      • Submodules
      • Module contents
    • easygraph.datasets.hypergraph package
      • Submodules
      • Module contents
  • Submodules
    • easygraph.datasets.citation_graph module
      • CitationGraphDataset
      • CiteseerGraphDataset
      • CoraBinary
      • CoraGraphDataset
      • PubmedGraphDataset
      • load_citeseer()
      • load_cora()
      • load_pubmed()
    • easygraph.datasets.get_sample_graph module
      • get_graph_blogcatalog()
      • get_graph_flickr()
      • get_graph_karateclub()
      • get_graph_youtube()
    • easygraph.datasets.gnn_benchmark module
      • AmazonCoBuyComputerDataset
    • easygraph.datasets.graph_dataset_base module
      • EasyGraphBuiltinDataset
      • EasyGraphDataset
    • easygraph.datasets.karate module
      • KarateClubDataset
    • easygraph.datasets.ppi module
      • LegacyPPIDataset
      • PPIDataset
    • easygraph.datasets.utils module
      • download()
      • extract_archive()
      • generate_mask_tensor()
      • get_download_dir()
      • makedirs()
  • Module contents
• easygraph.experiments package
  • Subpackages
    • easygraph.experiments.hypergraphs package
      • Submodules
      • Module contents
  • Submodules
    • easygraph.experiments.base module
      • BaseTask
    • easygraph.experiments.vertex_classification module
      • VertexClassificationTask
  • Module contents
• easygraph.functions package
  • Subpackages
    • easygraph.functions.basic package
      • Submodules
      • Module contents
    • easygraph.functions.centrality package
      • Submodules
      • Module contents
    • easygraph.functions.community package
      • Submodules
      • Module contents
    • easygraph.functions.components package
      • Submodules
      • Module contents
    • easygraph.functions.core package
      • Submodules
      • Module contents
    • easygraph.functions.drawing package
      • Submodules
      • Module contents
    • easygraph.functions.graph_embedding package
      • Submodules
      • Module contents
    • easygraph.functions.graph_generator package
      • Submodules
      • Module contents
    • easygraph.functions.hypergraph package
      • Subpackages
      • Submodules
      • Module contents
    • easygraph.functions.path package
      • Submodules
      • Module contents
    • easygraph.functions.structural_holes package
      • Submodules
      • Module contents
  • Submodules
    • easygraph.functions.isolate module
      • is_isolate()
      • isolates()
      • number_of_isolates()
  • Module contents
• easygraph.ml_metrics package
  • Subpackages
    • easygraph.ml_metrics.hypergraphs package
      • Submodules
      • Module contents
  • Submodules
    • easygraph.ml_metrics.base module
      • BaseEvaluator
      • format_metric_configs()
    • easygraph.ml_metrics.classification module
      • VertexClassificationEvaluator
      • accuracy()
      • available_classification_metrics()
      • confusion_matrix()
      • f1_score()
  • Module contents
    • build_evaluator()
• easygraph.model package
  • Subpackages
    • easygraph.model.hypergraphs package
      • Submodules
      • Module contents
  • Module contents
• easygraph.nn package
  • Subpackages
    • easygraph.nn.convs package
      • Subpackages
      • Submodules
      • Module contents
  • Submodules
    • easygraph.nn.loss module
      • BPRLoss
    • easygraph.nn.regularization module
      • EmbeddingRegularization
  • Module contents
• easygraph.readwrite package
  • Subpackages
    • easygraph.readwrite.json_graph package
      • Submodules
      • Module contents
  • Submodules
    • easygraph.readwrite.edgelist module
      • generate_edgelist()
      • parse_edgelist()
      • read_edgelist()
      • read_weighted_edgelist()
      • write_edgelist()
      • write_weighted_edgelist()
    • easygraph.readwrite.gexf module
      • generate_gexf()
      • read_gexf()
      • relabel_gexf_graph()
      • write_gexf()
    • easygraph.readwrite.gml module
      • generate_gml()
      • parse_gml()
      • read_gml()
      • write_gml()
    • easygraph.readwrite.graphml module
      • Format
      • GraphMLReader
      • GraphMLWriter
      • generate_graphml()
      • parse_graphml()
      • read_graphml()
      • write_graphml()
      • write_graphml_lxml()
      • write_graphml_xml()
    • easygraph.readwrite.graphviz module
      • from_agraph()
      • read_dot()
      • to_agraph()
      • write_dot()
    • easygraph.readwrite.pajek module
      • Format
      • generate_pajek()
      • parse_pajek()
      • read_pajek()
      • write_pajek()
    • easygraph.readwrite.pickle module
      • read_pickle()
      • write_pickle()
    • easygraph.readwrite.ucinet module
      • generate_ucinet()
      • parse_ucinet()
      • read_ucinet()
      • write_ucinet()
  • Module contents
• easygraph.utils package
  • Submodules
    • easygraph.utils.alias module
      • alias_draw()
      • alias_sample()
      • alias_setup()
      • create_alias_table()
    • easygraph.utils.convert_class module
      • convert_graph_class()
    • easygraph.utils.convert_to_matrix module
      • from_numpy_array()
      • from_pandas_adjacency()
      • from_pandas_edgelist()
      • from_scipy_sparse_matrix()
      • to_numpy_array()
      • to_numpy_matrix()
      • to_scipy_sparse_array()
      • to_scipy_sparse_matrix()
    • easygraph.utils.decorators module
      • hybrid()
      • nodes_or_number()
      • not_implemented_for()
      • only_implemented_for_Directed_graph()
      • only_implemented_for_UnDirected_graph()
      • open_file()
      • retry_method_with_fix()
    • easygraph.utils.download module
      • check_file()
      • download_and_check()
      • download_file()
    • easygraph.utils.exception module
      • EasyGraphError
      • EasyGraphException
      • EasyGraphNotImplemented
      • EasyGraphPointlessConcept
    • easygraph.utils.index_of_node module
      • get_relation_of_index_and_node()
    • easygraph.utils.logging module
      • default_log_formatter()
      • simple_stdout2file()
    • easygraph.utils.mapped_queue module
      • MappedQueue
    • easygraph.utils.misc module
      • edges_equal()
      • graphs_equal()
      • nodes_equal()
      • pairwise()
      • split()
      • split_len()
    • easygraph.utils.relabel module
      • convert_node_labels_to_integers()
      • relabel_nodes()
    • easygraph.utils.sparse module
      • sparse_dropout()
    • easygraph.utils.type_change module
      • from_pyGraphviz_agraph()
      • to_pyGraphviz_agraph()
  • Module contents

Submodules

• easygraph.convert module
  • dict_to_hypergraph()
  • from_dgl()
  • from_dict_of_dicts()
  • from_dict_of_lists()
  • from_edgelist()
  • from_networkx()
  • from_pyg()
  • to_dgl()
  • to_easygraph_graph()
  • to_networkx()
  • to_pyg()
• easygraph.exception module
  • EasyGraphAlgorithmError
  • EasyGraphError
  • EasyGraphException
  • EasyGraphNoCycle
  • EasyGraphNoPath
  • EasyGraphNotImplemented
  • EasyGraphPointlessConcept
  • EasyGraphUnbounded
  • EasyGraphUnfeasible
  • HasACycle
  • NodeNotFound

Module contents