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cugraph-docs 25.04.00 文档
cuGraph 简介
nx-cugraph
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稳定版 (25.04)
每夜构建版 (25.06)
稳定版 (25.04)
旧版 (25.02)
cuGraph 简介
nx-cugraph
安装
教程
图支持
WholeGraph
参考资料
开发者资源
API 参考
GitHub
Twitter
章节导航
核心图 API 文档
cugraph API 参考
图类
cugraph.Graph
cugraph.MultiGraph
cugraph.Graph.from_cudf_adjlist
cugraph.Graph.from_cudf_edgelist
cugraph.Graph.from_dask_cudf_edgelist
cugraph.Graph.from_pandas_adjacency
cugraph.Graph.from_pandas_edgelist
cugraph.Graph.from_numpy_array
cugraph.Graph.from_numpy_matrix
cugraph.Graph.add_internal_vertex_id
cugraph.Graph.add_nodes_from
cugraph.Graph.clear
cugraph.Graph.unrenumber
cugraph.symmetrize
cugraph.symmetrize_ddf
cugraph.symmetrize_df
cugraph.from_adjlist
cugraph.from_cudf_edgelist
cugraph.from_edgelist
cugraph.from_numpy_array
cugraph.from_numpy_matrix
cugraph.from_pandas_adjacency
cugraph.from_pandas_edgelist
cugraph.to_numpy_array
cugraph.to_numpy_matrix
cugraph.to_pandas_adjacency
cugraph.to_pandas_edgelist
cugraph.structure.NumberMap
cugraph.structure.NumberMap.from_internal_vertex_id
cugraph.structure.NumberMap.to_internal_vertex_id
cugraph.structure.NumberMap.add_internal_vertex_id
cugraph.structure.NumberMap.compute_vals
cugraph.structure.NumberMap.compute_vals_types
cugraph.structure.NumberMap.generate_unused_column_name
cugraph.structure.NumberMap.renumber
cugraph.structure.NumberMap.renumber_and_segment
cugraph.structure.NumberMap.set_renumbered_col_names
cugraph.structure.NumberMap.unrenumber
cugraph.structure.NumberMap.vertex_column_size
cugraph.hypergraph
图实现
cugraph.structure.graph_implementation.simpleGraphImpl.view_edge_list
cugraph.structure.graph_implementation.simpleGraphImpl.delete_edge_list
cugraph.structure.graph_implementation.simpleGraphImpl.view_adj_list
cugraph.structure.graph_implementation.simpleGraphImpl.view_transposed_adj_list
cugraph.structure.graph_implementation.simpleGraphImpl.delete_adj_list
cugraph.structure.graph_implementation.simpleGraphImpl.enable_batch
cugraph.structure.graph_implementation.simpleGraphImpl.get_two_hop_neighbors
cugraph.structure.graph_implementation.simpleGraphImpl.number_of_vertices
cugraph.structure.graph_implementation.simpleGraphImpl.number_of_nodes
cugraph.structure.graph_implementation.simpleGraphImpl.number_of_edges
cugraph.structure.graph_implementation.simpleGraphImpl.in_degree
cugraph.structure.graph_implementation.simpleGraphImpl.out_degree
cugraph.structure.graph_implementation.simpleGraphImpl.degree
cugraph.structure.graph_implementation.simpleGraphImpl.degrees
cugraph.structure.graph_implementation.simpleGraphImpl.has_edge
cugraph.structure.graph_implementation.simpleGraphImpl.has_node
cugraph.structure.graph_implementation.simpleGraphImpl.has_self_loop
cugraph.structure.graph_implementation.simpleGraphImpl.edges
cugraph.structure.graph_implementation.simpleGraphImpl.nodes
cugraph.structure.graph_implementation.simpleGraphImpl.neighbors
cugraph.structure.graph_implementation.simpleGraphImpl.vertex_column_size
属性图
cugraph.experimental.PropertySelection
cugraph.experimental.PropertyGraph
cugraph.experimental.PropertyGraph.add_edge_data
cugraph.experimental.PropertyGraph.add_vertex_data
cugraph.experimental.PropertyGraph.annotate_dataframe
cugraph.experimental.PropertyGraph.edge_props_to_graph
cugraph.experimental.PropertyGraph.extract_subgraph
cugraph.experimental.PropertyGraph.get_edge_data
cugraph.experimental.PropertyGraph.get_num_edges
cugraph.experimental.PropertyGraph.get_num_vertices
cugraph.experimental.PropertyGraph.get_vertex_data
cugraph.experimental.PropertyGraph.get_vertices
cugraph.experimental.PropertyGraph.has_duplicate_edges
cugraph.experimental.PropertyGraph.is_multigraph
cugraph.experimental.PropertyGraph.renumber_edges_by_type
cugraph.experimental.PropertyGraph.renumber_vertices_by_type
cugraph.experimental.PropertyGraph.select_edges
cugraph.experimental.PropertyGraph.select_vertices
中心性
cugraph.centrality.betweenness_centrality
cugraph.centrality.edge_betweenness_centrality
cugraph.dask.centrality.betweenness_centrality
cugraph.centrality.katz_centrality
cugraph.dask.centrality.katz_centrality.katz_centrality
cugraph.centrality.degree_centrality
cugraph.centrality.eigenvector_centrality
cugraph.dask.centrality.eigenvector_centrality.eigenvector_centrality
社区
cugraph.batched_ego_graphs
cugraph.ego_graph
cugraph.ecg
cugraph.k_truss
cugraph.ktruss_subgraph
cugraph.leiden
cugraph.louvain
cugraph.dask.community.louvain.louvain
cugraph.analyzeClustering_edge_cut
cugraph.analyzeClustering_modularity
cugraph.analyzeClustering_ratio_cut
cugraph.spectralBalancedCutClustering
cugraph.spectralModularityMaximizationClustering
cugraph.subgraph
cugraph.triangle_count
组件
cugraph.connected_components
cugraph.strongly_connected_components
cugraph.weakly_connected_components
cugraph.dask.components.connectivity.weakly_connected_components
核心
cugraph.core_number
cugraph.k_core
布局
cugraph.force_atlas2
线性分配
cugraph.hungarian
cugraph.dense_hungarian
链接分析
cugraph.hits
cugraph.dask.link_analysis.hits.hits
cugraph.pagerank
cugraph.dask.link_analysis.pagerank.pagerank
链接预测
cugraph.jaccard
cugraph.jaccard_coefficient
cugraph.overlap
cugraph.overlap_coefficient
cugraph.sorensen
cugraph.sorensen_coefficient
采样
cugraph.random_walks
cugraph.ego_graph
cugraph.uniform_neighbor_sample
cugraph.node2vec
遍历
cugraph.bfs
cugraph.bfs_edges
cugraph.dask.traversal.bfs.bfs
cugraph.filter_unreachable
cugraph.shortest_path
cugraph.shortest_path_length
cugraph.sssp
cugraph.dask.traversal.sssp.sssp
树
cugraph.tree.minimum_spanning_tree.minimum_spanning_tree
cugraph.tree.minimum_spanning_tree.maximum_spanning_tree
生成器
cugraph.generators.rmat
DASK MG 辅助函数
cugraph.dask.comms.comms.initialize
cugraph.dask.comms.comms.destroy
cugraph.dask.comms.comms.is_initialized
cugraph.dask.comms.comms.get_comms
cugraph.dask.comms.comms.get_workers
cugraph.dask.comms.comms.get_session_id
cugraph.dask.comms.comms.get_2D_partition
cugraph.dask.comms.comms.get_default_handle
cugraph.dask.comms.comms.get_handle
cugraph.dask.comms.comms.get_worker_id
cugraph.dask.common.read_utils.get_chunksize
使用 cuGraph 的多 GPU
pylibcugraph API 参考
pylibcugraph.eigenvector_centrality
pylibcugraph.katz_centrality
pylibcugraph.strongly_connected_components
pylibcugraph.weakly_connected_components
pylibcugraph.pagerank
pylibcugraph.hits
pylibcugraph.node2vec
pylibcugraph.bfs
pylibcugraph.sssp
cuGraph C API 文档
中心性
社区
核心
组件
采样
相似性
遍历
cuGraph C++ API
算法
中心性
社区
采样
相似性
遍历
线性
链接分析
布局
树
工具函数
图函数
图生成器
旧版图函数
采样函数
集合封装器
底层 cuGraph C++ API
图神经网络 API 文档
cugraph-dgl API 参考
cugraph_dgl.convert.cugraph_storage_from_heterograph
cugraph_dgl.cugraph_storage.CuGraphStorage
cugraph-pyg API 参考
cugraph_pyg.data.dask_graph_store.DaskGraphStore
cugraph_pyg.data.graph_store.GraphStore
cugraph_pyg.data.feature_store.TensorDictFeatureStore
cugraph_pyg.data.feature_store.WholeFeatureStore
cugraph_pyg.loader.dask_node_loader.DaskNeighborLoader
cugraph_pyg.loader.dask_node_loader.BulkSampleLoader
cugraph_pyg.loader.node_loader.NodeLoader
cugraph_pyg.loader.neighbor_loader.NeighborLoader
cugraph_pyg.sampler.sampler.BaseSampler
cugraph_pyg.sampler.sampler.SampleReader
cugraph_pyg.sampler.sampler.HomogeneousSampleReader
cugraph_pyg.sampler.sampler.SampleIterator
其他图包 API 文档
cugraph-service API 参考
cugraph-service-client API 参考
cugraph-service-server API 参考
API 参考
cugraph-service API 参考
cugraph-service-server API 参考
cugraph-service-server API 参考
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cugraph-service
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