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cugraph 24.12.00 文档
cuGraph Introduction
nx-cugraph
Installation
Tutorials
Graph Support
More
WholeGraph
References
API Reference
GitHub
Twitter
cuGraph Introduction
nx-cugraph
Installation
Tutorials
Graph Support
WholeGraph
References
API Reference
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
Centrality
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
Components
cugraph.connected_components
cugraph.strongly_connected_components
cugraph.weakly_connected_components
cugraph.dask.components.connectivity.weakly_connected_components
Cores
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
Traversal
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
Tree
cugraph.tree.minimum_spanning_tree.minimum_spanning_tree
cugraph.tree.minimum_spanning_tree.maximum_spanning_tree
Generators
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 进行多 GPU 处理
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
Centrality
社区
Core
Components
采样
相似性
Traversal
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-ops API 参考
cugraph-ops Python API 参考
图类型
pylibcugraphops.make_csc
pylibcugraphops.make_csc_hg
pylibcugraphops.make_bipartite_csc
pylibcugraphops.make_bipartite_csc_hg
用于消息传递的操作符
pylibcugraphops.operators.agg_simple_n2n_fwd
pylibcugraphops.operators.agg_simple_n2n_bwd
pylibcugraphops.operators.agg_simple_e2n_fwd
pylibcugraphops.operators.agg_simple_e2n_bwd
pylibcugraphops.operators.agg_simple_n2n_e2n_fwd
pylibcugraphops.operators.agg_simple_n2n_e2n_bwd
pylibcugraphops.operators.agg_concat_n2n_fwd
pylibcugraphops.operators.agg_concat_n2n_bwd
pylibcugraphops.operators.agg_concat_e2n_fwd
pylibcugraphops.operators.agg_concat_e2n_bwd
pylibcugraphops.operators.agg_concat_n2n_e2n_fwd
pylibcugraphops.operators.agg_concat_n2n_e2n_bwd
pylibcugraphops.operators.agg_weighted_n2n_fwd
pylibcugraphops.operators.agg_weighted_n2n_bwd
pylibcugraphops.operators.agg_concat_weighted_n2n_fwd
pylibcugraphops.operators.agg_concat_weighted_n2n_bwd
pylibcugraphops.operators.agg_hg_basis_n2n_post_fwd
pylibcugraphops.operators.agg_hg_basis_n2n_post_bwd
pylibcugraphops.operators.mha_gat_n2n_fwd_bf16_fp32
pylibcugraphops.operators.mha_gat_n2n_fwd_fp16_fp32
pylibcugraphops.operators.mha_gat_n2n_fwd_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_bwd_bf16_bf16_bf16_fp32
pylibcugraphops.operators.mha_gat_n2n_bwd_bf16_bf16_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_bwd_bf16_fp32_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_bwd_fp16_fp16_fp16_fp32
pylibcugraphops.operators.mha_gat_n2n_bwd_fp16_fp16_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_bwd_fp16_fp32_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_bwd_fp32_fp32_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_fwd_bf16_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_fwd_fp16_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_fwd_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_bwd_bf16_bf16_bf16_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_bwd_bf16_bf16_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_bwd_bf16_fp32_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_bwd_fp16_fp16_fp16_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_bwd_fp16_fp16_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_bwd_fp16_fp32_fp32_fp32
pylibcugraphops.operators.mha_gat_n2n_efeat_bwd_fp32_fp32_fp32_fp32
pylibcugraphops.operators.mha_gat_v2_n2n_fwd
pylibcugraphops.operators.mha_gat_v2_n2n_bwd
pylibcugraphops.operators.mha_gat_v2_n2n_efeat_fwd
pylibcugraphops.operators.mha_gat_v2_n2n_efeat_bwd
pylibcugraphops.operators.mha_gat_v2_n2n_fwd
pylibcugraphops.operators.mha_gat_v2_n2n_bwd
pylibcugraphops.operators.mha_gat_v2_n2n_efeat_fwd
pylibcugraphops.operators.mha_gat_v2_n2n_efeat_bwd
pylibcugraphops.operators.agg_dmpnn_e2e_fwd
pylibcugraphops.operators.agg_dmpnn_e2e_bwd
pylibcugraphops.operators.update_efeat_e2e_concat_fwd
pylibcugraphops.operators.update_efeat_e2e_concat_bwd
pylibcugraphops.operators.update_efeat_e2e_sum_fwd
pylibcugraphops.operators.update_efeat_e2e_sum_bwd
pylibcugraphops.operators.update_efeat_e2e_concat_fwd
pylibcugraphops.operators.update_efeat_e2e_concat_bwd
pylibcugraphops.operators.update_efeat_e2e_sum_fwd
pylibcugraphops.operators.update_efeat_e2e_sum_bwd
Dimenet 操作符
pylibcugraphops.dimenet.radial_basis_fwd
pylibcugraphops.dimenet.radial_basis_bwd
pylibcugraphops.dimenet.radial_basis_bwd_bwd
pylibcugraphops.dimenet.agg_edge_to_edge_fwd
pylibcugraphops.dimenet.agg_edge_to_edge_bwd
pylibcugraphops.dimenet.agg_edge_to_edge_bwd2_grad
pylibcugraphops.dimenet.agg_edge_to_edge_bwd2_main
PyTorch Autograd 包装器
pylibcugraphops.pytorch.operators.agg_concat_n2n
pylibcugraphops.pytorch.operators.mha_gat_n2n
pylibcugraphops.pytorch.operators.mha_gat_v2_n2n
pylibcugraphops.pytorch.operators.agg_hg_basis_n2n_post
pylibcugraphops.pytorch.operators.update_efeat_e2e
pylibcugraphops.pytorch.operators.update_efeat_e2e
cugraph-ops C++ API 参考
WholeGraph API 参考
libwholegraph API 文档
pylibwholegraph API 文档
pylibwholegraph.torch.initialize.init_torch_env
pylibwholegraph.torch.initialize.init_torch_env_and_create_wm_comm
pylibwholegraph.torch.initialize.finalize
pylibwholegraph.torch.comm.WholeMemoryCommunicator
pylibwholegraph.torch.comm.set_world_info
pylibwholegraph.torch.comm.create_group_communicator
pylibwholegraph.torch.comm.destroy_communicator
pylibwholegraph.torch.comm.get_global_communicator
pylibwholegraph.torch.comm.get_local_node_communicator
pylibwholegraph.torch.comm.get_local_device_communicator
pylibwholegraph.torch.tensor.WholeMemoryTensor
pylibwholegraph.torch.tensor.create_wholememory_tensor
pylibwholegraph.torch.tensor.create_wholememory_tensor_from_filelist
pylibwholegraph.torch.tensor.destroy_wholememory_tensor
pylibwholegraph.torch.embedding.WholeMemoryOptimizer
pylibwholegraph.torch.embedding.create_wholememory_optimizer
pylibwholegraph.torch.embedding.destroy_wholememory_optimizer
pylibwholegraph.torch.embedding.WholeMemoryCachePolicy
pylibwholegraph.torch.embedding.create_wholememory_cache_policy
pylibwholegraph.torch.embedding.create_builtin_cache_policy
pylibwholegraph.torch.embedding.destroy_wholememory_cache_policy
pylibwholegraph.torch.embedding.WholeMemoryEmbedding
pylibwholegraph.torch.embedding.create_embedding
pylibwholegraph.torch.embedding.create_embedding_from_filelist
pylibwholegraph.torch.embedding.destroy_embedding
pylibwholegraph.torch.embedding.WholeMemoryEmbeddingModule
pylibwholegraph.torch.graph_structure.GraphStructure
额外的图形包API文档
cugraph-service API 参考
cugraph-service-client API 参考
cugraph-service-server API 参考
API 参考
cugraph-ops API 参考
cugraph-ops...
cugraph-ops C++ API 参考
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