Reference
For now, EasyGraph has implemented graph computation functions, including fundamental methods, for example, connected/biconnected components, community detection, PageRank; as well as advanced methods, for example, structure hole spanners detection, graph embedding. All of these functions are implemented with Python language in EasyGraph, even if the original authors of some graph computing methods are using different language, C and C++, for instance.
With the help of EasyGraph, users can easily try and compare different graph computation methods in the same platform.
Contents:
- easygraph.classes package
- Submodules
- easygraph.classes.base module
- easygraph.classes.directed_graph module
- easygraph.classes.directed_multigraph module
- easygraph.classes.graph module
- easygraph.classes.graphviews module
- easygraph.classes.hypergraph module
- easygraph.classes.multigraph module
- easygraph.classes.operation module
- Module contents
- easygraph.datasets package
- easygraph.functions.basic package
- easygraph.functions.centrality package
- Submodules
- 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
- Module contents
- easygraph.functions.community package
- easygraph.functions.components package
- easygraph.functions.drawing package
- Submodules
- 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
- Module contents
- easygraph.functions.graph_embedding package
- Submodules
- easygraph.functions.graph_embedding.NOBE module
- easygraph.functions.graph_embedding.deepwalk module
- easygraph.functions.graph_embedding.line module
- easygraph.functions.graph_embedding.net_emb_example_citeseer module
- easygraph.functions.graph_embedding.node2vec module
- easygraph.functions.graph_embedding.sdne module
- Module contents
- easygraph.functions.graph_generator package
- easygraph.functions.path package
- easygraph.functions package
- easygraph.functions.structural_holes package
- Submodules
- easygraph.functions.structural_holes.AP_Greedy module
- easygraph.functions.structural_holes.HAM module
- easygraph.functions.structural_holes.HIS module
- easygraph.functions.structural_holes.ICC module
- easygraph.functions.structural_holes.MaxD module
- easygraph.functions.structural_holes.NOBE module
- easygraph.functions.structural_holes.SHII_metric module
- easygraph.functions.structural_holes.evaluation module
- easygraph.functions.structural_holes.maxBlock module
- easygraph.functions.structural_holes.metrics module
- easygraph.functions.structural_holes.weakTie module
- Module contents
- easygraph.model.hypergraphs package
- easygraph.model package
- easygraph.nn.convs.hypergraphs package
- Submodules
- easygraph.nn.convs.hypergraphs.dhcf_conv module
- easygraph.nn.convs.hypergraphs.hgnn_conv module
- easygraph.nn.convs.hypergraphs.hgnnp_conv module
- easygraph.nn.convs.hypergraphs.hnhn_conv module
- easygraph.nn.convs.hypergraphs.hypergcn_conv module
- easygraph.nn.convs.hypergraphs.unignn_conv module
- Module contents
- easygraph.nn.convs package
- easygraph.nn package
- easygraph.readwrite.json_graph package
- easygraph.readwrite package
- Subpackages
- Submodules
- easygraph.readwrite.edgelist module
- easygraph.readwrite.gexf module
- easygraph.readwrite.gml module
- easygraph.readwrite.graphml module
- easygraph.readwrite.graphviz module
- easygraph.readwrite.pajek module
- easygraph.readwrite.pickle module
- easygraph.readwrite.ucinet module
- Module contents
- easygraph package
- easygraph.utils package
- Submodules
- easygraph.utils.alias module
- easygraph.utils.convert_class module
- easygraph.utils.convert_to_matrix module
- easygraph.utils.decorators module
- easygraph.utils.exception module
- easygraph.utils.index_of_node module
- easygraph.utils.mapped_queue module
- easygraph.utils.misc module
- easygraph.utils.relabel module
- easygraph.utils.sparse module
- easygraph.utils.type_change module
- Module contents
- easygraph