Index

_

__call__() (dgl.dataloading.negative_sampler.Uniform method) __contains__() (dgl.DGLGraph method) __getitem__() (dgl.data.AIFBDataset method) (dgl.data.AmazonCoBuyComputerDataset method) (dgl.data.AmazonCoBuyPhotoDataset method) (dgl.data.AMDataset method) (dgl.data.BGSDataset method) (dgl.data.BitcoinOTCDataset method) (dgl.data.CiteseerGraphDataset method) (dgl.data.CoauthorCSDataset method) (dgl.data.CoauthorPhysicsDataset method) (dgl.data.CoraFullDataset method) (dgl.data.CoraGraphDataset method) (dgl.data.DGLDataset method) (dgl.data.FB15k237Dataset method) (dgl.data.FB15kDataset method) (dgl.data.GDELTDataset method) (dgl.data.ICEWS18Dataset method) (dgl.data.KarateClubDataset method) (dgl.data.LegacyTUDataset method) (dgl.data.MiniGCDataset method) (dgl.data.MUTAGDataset method) (dgl.data.PPIDataset method) (dgl.data.PubmedGraphDataset method) (dgl.data.QM7bDataset method) (dgl.data.RedditDataset method) (dgl.data.SBMMixtureDataset method) (dgl.data.SSTDataset method) (dgl.data.TUDataset method) (dgl.data.utils.Subset method) (dgl.data.WN18Dataset method) (dgl.DGLGraph method) __init__() (dgl.sampling.PinSAGESampler method)

__iter__() (dgl.contrib.sampling.dis_sampler.SamplerReceiver method) __len__() (dgl.data.AIFBDataset method) (dgl.data.AmazonCoBuyComputerDataset method) (dgl.data.AmazonCoBuyPhotoDataset method) (dgl.data.AMDataset method) (dgl.data.BGSDataset method) (dgl.data.BitcoinOTCDataset method) (dgl.data.CiteseerGraphDataset method) (dgl.data.CoauthorCSDataset method) (dgl.data.CoauthorPhysicsDataset method) (dgl.data.CoraFullDataset method) (dgl.data.CoraGraphDataset method) (dgl.data.DGLDataset method) (dgl.data.FB15k237Dataset method) (dgl.data.FB15kDataset method) (dgl.data.GDELTDataset method) (dgl.data.ICEWS18Dataset method) (dgl.data.KarateClubDataset method) (dgl.data.LegacyTUDataset method) (dgl.data.MiniGCDataset method) (dgl.data.MUTAGDataset method) (dgl.data.PPIDataset method) (dgl.data.PubmedGraphDataset method) (dgl.data.QM7bDataset method) (dgl.data.RedditDataset method) (dgl.data.SBMMixtureDataset method) (dgl.data.SSTDataset method) (dgl.data.TUDataset method) (dgl.data.utils.Subset method) (dgl.data.WN18Dataset method) (dgl.DGLGraph method) (dgl.udf.EdgeBatch method) (dgl.udf.NodeBatch method) __next__() (dgl.contrib.sampling.dis_sampler.SamplerReceiver method)

A

add_edge() (dgl.DGLGraph method) add_edges() (dgl.DGLGraph method) (in module dgl) add_nodes() (dgl.DGLGraph method) (in module dgl) add_reverse_edges() (in module dgl) add_self_loop() (dgl.DGLGraph method) (in module dgl) adj() (dgl.DGLGraph method) adjacency_matrix() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) adjacency_matrix_scipy() (dgl.DGLGraph method) AGNNConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) AIFBDataset (class in dgl.data) all_edges() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method)

AmazonCoBuyComputerDataset (class in dgl.data) AmazonCoBuyPhotoDataset (class in dgl.data) AMDataset (class in dgl.data) apply_block() (dgl.NodeFlow method) apply_edges() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) apply_layer() (dgl.NodeFlow method) apply_nodes() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) APPNPConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) AtomicConv (class in dgl.nn.pytorch.conv) AvgPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) (class in dgl.nn.tensorflow.glob)

B

barrier() (dgl.distributed.DistGraph method) base_initializer() (in module dgl.init) batch() (in module dgl) batch_num_edges() (dgl.DGLGraph method) batch_num_nodes() (dgl.DGLGraph method) batch_size() (dgl.DGLGraph property) (dgl.udf.EdgeBatch method) (dgl.udf.NodeBatch method) bfs_edges_generator() (in module dgl.traversal) bfs_nodes_generator() (in module dgl.traversal) BGSDataset (class in dgl.data) bias (dgl.nn.mxnet.conv.GraphConv attribute) (dgl.nn.pytorch.conv.GraphConv attribute) (dgl.nn.tensorflow.conv.GraphConv attribute)

bipartite() (in module dgl) bipartite_from_networkx() (in module dgl) bipartite_from_scipy() (in module dgl) BitcoinOTCDataset (class in dgl.data) block_adjacency_matrix() (dgl.NodeFlow method) block_compute() (dgl.NodeFlow method) block_edges() (dgl.NodeFlow method) block_eid() (dgl.NodeFlow method) block_incidence_matrix() (dgl.NodeFlow method) block_parent_eid() (dgl.NodeFlow method) block_size() (dgl.NodeFlow method) blocks() (dgl.NodeFlow property) BlockSampler (class in dgl.dataloading.neighbor) broadcast_edges() (in module dgl) broadcast_nodes() (in module dgl)

C

call() (dgl.nn.tensorflow.glob.AvgPooling method) (dgl.nn.tensorflow.glob.GlobalAttentionPooling method) (dgl.nn.tensorflow.glob.MaxPooling method) (dgl.nn.tensorflow.glob.SortPooling method) (dgl.nn.tensorflow.glob.SumPooling method) (dgl.nn.tensorflow.HeteroGraphConv method) canonical_etypes() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) CFConv (class in dgl.nn.pytorch.conv) ChebConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) check_sha1() (in module dgl.data.utils) CiteseerGraphDataset (class in dgl.data) CoauthorCSDataset (class in dgl.data) CoauthorPhysicsDataset (class in dgl.data) collate_fn() (dgl.data.SBMMixtureDataset method) compact_graphs() (in module dgl) copy_e() (in module dgl.function)

copy_e_max() (in module dgl.ops) copy_e_mean() (in module dgl.ops) copy_e_min() (in module dgl.ops) copy_e_sum() (in module dgl.ops) copy_edge() (in module dgl.function) copy_from_parent() (dgl.NodeFlow method) copy_src() (in module dgl.function) copy_to_parent() (dgl.NodeFlow method) copy_u() (in module dgl.function) (in module dgl.ops) copy_u_max() (in module dgl.ops) copy_u_mean() (in module dgl.ops) copy_u_min() (in module dgl.ops) copy_u_sum() (in module dgl.ops) copy_v() (in module dgl.ops) CoraFullDataset (class in dgl.data) CoraGraphDataset (class in dgl.data) create_formats_() (dgl.DGLGraph method) create_graph_from_store() (in module dgl.contrib.graph_store) create_graph_store_server() (in module dgl.contrib.graph_store)

D

data (dgl.data.AmazonCoBuyComputerDataset attribute) (dgl.data.AmazonCoBuyPhotoDataset attribute) (dgl.data.CoauthorCSDataset attribute) (dgl.data.CoauthorPhysicsDataset attribute) (dgl.data.CoraFullDataset attribute) (dgl.data.KarateClubDataset attribute) data() (dgl.udf.EdgeBatch property) (dgl.udf.NodeBatch property) DenseChebConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) DenseGraphConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) DenseSAGEConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) destroy() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) device() (dgl.DGLGraph property) (dgl.distributed.DistGraph property) dfs_edges_generator() (in module dgl.traversal) dfs_labeled_edges_generator() (in module dgl.traversal) dgl module dgl.convert module dgl.data module dgl.dataloading module dgl.distributed module dgl.init module dgl.nn module dgl.nn.mxnet.conv module

dgl.nn.mxnet.glob module dgl.nn.pytorch.conv module dgl.nn.pytorch.glob module dgl.nn.tensorflow.conv module dgl.nn.tensorflow.glob module dgl.propagate module dgl.random module dgl.sampling module dgl.traversal module DGLDataset (class in dgl.data) DGLGraph (class in dgl) (in module dgl) DGLHeteroGraph (class in dgl) DistDataLoader (class in dgl.distributed.dist_dataloader) DistEmbedding (class in dgl.distributed) DistGraph (class in dgl.distributed) DistTensor (class in dgl.distributed) DotGatConv (class in dgl.nn.pytorch.conv) download() (dgl.data.DGLDataset method) (in module dgl.data.utils) dst() (dgl.udf.EdgeBatch property) dstdata() (dgl.DGLGraph property) dstnodes() (dgl.DGLGraph property) dsttypes() (dgl.DGLGraph property) dtype() (dgl.distributed.DistTensor property)

E

e_add_u() (in module dgl.function) (in module dgl.ops) e_add_v() (in module dgl.function) (in module dgl.ops) e_div_u() (in module dgl.function) (in module dgl.ops) e_div_v() (in module dgl.function) (in module dgl.ops) e_dot_u() (in module dgl.function) (in module dgl.ops) e_dot_v() (in module dgl.function) (in module dgl.ops) e_mul_u() (in module dgl.function) (in module dgl.ops) e_mul_v() (in module dgl.function) (in module dgl.ops) e_sub_u() (in module dgl.function) (in module dgl.ops) e_sub_v() (in module dgl.function) (in module dgl.ops) edata() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) (dgl.distributed.DistGraph property) edge_attr_schemes() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (dgl.distributed.DistGraph method) (dgl.NodeFlow method)

edge_id() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) edge_ids() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) edge_softmax() (in module dgl.ops) edge_split() (in module dgl.distributed) edge_subgraph() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (in module dgl) edge_type_subgraph() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (in module dgl) EdgeConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) EdgeDataLoader (class in dgl.dataloading.pytorch) edges() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) (dgl.udf.EdgeBatch method) EdgeSampler() (in module dgl.contrib.sampling.sampler) eid2localeid() (dgl.distributed.graph_partition_book.GraphPartitionBook method) eid2partid() (dgl.distributed.graph_partition_book.GraphPartitionBook method) end_time (dgl.data.GDELTDataset attribute) etypes() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) (dgl.distributed.DistGraph property) extract_archive() (in module dgl.data.utils)

F

FB15k237Dataset (class in dgl.data) FB15kDataset (class in dgl.data) features (dgl.data.CiteseerGraphDataset attribute) (dgl.data.CoraGraphDataset attribute) (dgl.data.PPIDataset attribute) (dgl.data.PubmedGraphDataset attribute) (dgl.data.RedditDataset attribute) filter_edges() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) filter_nodes() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) find_edges() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (dgl.distributed.DistGraph method) (in module dgl.distributed.graph_services) formats() (dgl.DGLGraph method) forward() (dgl.nn.mxnet.conv.AGNNConv method) (dgl.nn.mxnet.conv.APPNPConv method) (dgl.nn.mxnet.conv.ChebConv method) (dgl.nn.mxnet.conv.DenseChebConv method) (dgl.nn.mxnet.conv.DenseGraphConv method) (dgl.nn.mxnet.conv.DenseSAGEConv method) (dgl.nn.mxnet.conv.EdgeConv method) (dgl.nn.mxnet.conv.GATConv method) (dgl.nn.mxnet.conv.GatedGraphConv method) (dgl.nn.mxnet.conv.GINConv method) (dgl.nn.mxnet.conv.GMMConv method) (dgl.nn.mxnet.conv.GraphConv method) (dgl.nn.mxnet.conv.NNConv method) (dgl.nn.mxnet.conv.RelGraphConv method) (dgl.nn.mxnet.conv.SAGEConv method) (dgl.nn.mxnet.conv.SGConv method) (dgl.nn.mxnet.conv.TAGConv method) (dgl.nn.mxnet.glob.AvgPooling method) (dgl.nn.mxnet.glob.GlobalAttentionPooling method) (dgl.nn.mxnet.glob.MaxPooling method) (dgl.nn.mxnet.glob.Set2Set method) (dgl.nn.mxnet.glob.SortPooling method) (dgl.nn.mxnet.glob.SumPooling method) (dgl.nn.mxnet.HeteroGraphConv method) (dgl.nn.mxnet.utils.Sequential method) (dgl.nn.pytorch.conv.AGNNConv method) (dgl.nn.pytorch.conv.APPNPConv method) (dgl.nn.pytorch.conv.AtomicConv method) (dgl.nn.pytorch.conv.CFConv method) (dgl.nn.pytorch.conv.ChebConv method) (dgl.nn.pytorch.conv.DenseChebConv method) (dgl.nn.pytorch.conv.DenseGraphConv method) (dgl.nn.pytorch.conv.DenseSAGEConv method) (dgl.nn.pytorch.conv.DotGatConv method) (dgl.nn.pytorch.conv.EdgeConv method) (dgl.nn.pytorch.conv.GATConv method) (dgl.nn.pytorch.conv.GatedGraphConv method) (dgl.nn.pytorch.conv.GINConv method) (dgl.nn.pytorch.conv.GMMConv method) (dgl.nn.pytorch.conv.GraphConv method) (dgl.nn.pytorch.conv.NNConv method) (dgl.nn.pytorch.conv.RelGraphConv method) (dgl.nn.pytorch.conv.SAGEConv method) (dgl.nn.pytorch.conv.SGConv method) (dgl.nn.pytorch.conv.TAGConv method) (dgl.nn.pytorch.factory.KNNGraph method) (dgl.nn.pytorch.factory.SegmentedKNNGraph method) (dgl.nn.pytorch.glob.AvgPooling method) (dgl.nn.pytorch.glob.GlobalAttentionPooling method) (dgl.nn.pytorch.glob.MaxPooling method) (dgl.nn.pytorch.glob.Set2Set method) (dgl.nn.pytorch.glob.SetTransformerDecoder method) (dgl.nn.pytorch.glob.SetTransformerEncoder method) (dgl.nn.pytorch.glob.SortPooling method) (dgl.nn.pytorch.glob.SumPooling method) (dgl.nn.pytorch.HeteroGraphConv method) (dgl.nn.pytorch.utils.Sequential method)

from_networkx() (dgl.DGLGraph method) (in module dgl) from_scipy() (in module dgl) from_scipy_sparse_matrix() (dgl.DGLGraph method)

G

GATConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) GatedGraphConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) GDELTDataset (class in dgl.data) get_download_dir() (in module dgl.data.utils) get_etype_id() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) get_ntype_id() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) get_part_size() (dgl.distributed.graph_partition_book.PartitionPolicy method) get_partition_book() (dgl.distributed.DistGraph method) get_size() (dgl.distributed.graph_partition_book.PartitionPolicy method) GINConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) GlobalAttentionPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) (class in dgl.nn.tensorflow.glob)

GMMConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) graph (dgl.data.AIFBDataset attribute) (dgl.data.AMDataset attribute) (dgl.data.BGSDataset attribute) (dgl.data.CiteseerGraphDataset attribute) (dgl.data.CoraGraphDataset attribute) (dgl.data.MUTAGDataset attribute) (dgl.data.PubmedGraphDataset attribute) (dgl.data.RedditDataset attribute) graph() (in module dgl) GraphConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) GraphPartitionBook (class in dgl.distributed.graph_partition_book) graphs (dgl.data.BitcoinOTCDataset attribute) group_apply_edges() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) gsddmm() (in module dgl.ops) gspmm() (in module dgl.ops)

H

has_cache() (dgl.data.DGLDataset method) has_edge_between() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) has_edges_between() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) has_node() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method)

has_nodes() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) hash (dgl.data.DGLDataset attribute) hetero_from_relations() (in module dgl) heterograph() (in module dgl) HeteroGraphConv (class in dgl.nn.mxnet) (class in dgl.nn.pytorch) (class in dgl.nn.tensorflow)

I

ICEWS18Dataset (class in dgl.data) idtype() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) (dgl.distributed.DistGraph property) in_degree() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) in_degrees() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) in_edges() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) in_subgraph() (in module dgl) (in module dgl.distributed.graph_services) inc() (dgl.DGLGraph method) incidence_matrix() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method)

init_edata() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) init_ndata() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) initialize() (in module dgl.distributed) int() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) is_homogeneous() (dgl.DGLGraph property) is_multigraph() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) is_readonly() (dgl.DGLHeteroGraph property) is_temporal (dgl.data.BitcoinOTCDataset attribute) (dgl.data.GDELTDataset attribute) (dgl.data.ICEWS18Dataset attribute) is_unibipartite() (dgl.DGLGraph property)

K

KarateClubDataset (class in dgl.data) khop_adj() (in module dgl)

khop_graph() (in module dgl) knn_graph() (in module dgl) KNNGraph (class in dgl.nn.pytorch.factory)

L

labels (dgl.data.AIFBDataset attribute) (dgl.data.AMDataset attribute) (dgl.data.BGSDataset attribute) (dgl.data.CiteseerGraphDataset attribute) (dgl.data.CoraGraphDataset attribute) (dgl.data.MUTAGDataset attribute) (dgl.data.PPIDataset attribute) (dgl.data.PubmedGraphDataset attribute) (dgl.data.RedditDataset attribute) laplacian_lambda_max() (in module dgl) layer_in_degree() (dgl.NodeFlow method) layer_nid() (dgl.NodeFlow method) layer_out_degree() (dgl.NodeFlow method) layer_parent_nid() (dgl.NodeFlow method) layer_size() (dgl.NodeFlow method) layers() (dgl.NodeFlow property) LayerSampler() (in module dgl.contrib.sampling.sampler)

LegacyTUDataset (class in dgl.data) lin (dgl.nn.mxnet.conv.TAGConv attribute) (dgl.nn.pytorch.conv.TAGConv attribute) line_graph() (dgl.DGLGraph method) (in module dgl) load() (dgl.data.DGLDataset method) load_graphs() (in module dgl) load_info() (in module dgl.data.utils) load_labels() (in module dgl.data.utils) load_partition() (in module dgl.distributed.partition) load_partition_book() (in module dgl.distributed.partition) local_partition() (dgl.distributed.DistGraph property) local_scope() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) local_var() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) long() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method)

M

mailbox() (dgl.udf.NodeBatch property) map_from_parent_nid() (dgl.NodeFlow method) map_to_parent_eid() (dgl.NodeFlow method) map_to_parent_nid() (dgl.NodeFlow method) max() (in module dgl.function) max_edges() (in module dgl) max_nodes() (in module dgl) max_num_node (dgl.data.LegacyTUDataset attribute) (dgl.data.TUDataset attribute) max_num_v (dgl.data.MiniGCDataset attribute) MaxPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) (class in dgl.nn.tensorflow.glob) mean() (in module dgl.function) mean_edges() (in module dgl) mean_nodes() (in module dgl) metadata() (dgl.distributed.graph_partition_book.GraphPartitionBook method) metagraph() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) metapath_reachable_graph() (in module dgl) min() (in module dgl.function) min_num_v (dgl.data.MiniGCDataset attribute) MiniGCDataset (class in dgl.data) mods (dgl.nn.mxnet.HeteroGraphConv attribute) (dgl.nn.pytorch.HeteroGraphConv attribute) (dgl.nn.tensorflow.HeteroGraphConv attribute)

module dgl dgl.convert dgl.data dgl.dataloading dgl.distributed dgl.init dgl.nn dgl.nn.mxnet.conv dgl.nn.mxnet.glob dgl.nn.pytorch.conv dgl.nn.pytorch.glob dgl.nn.tensorflow.conv dgl.nn.tensorflow.glob dgl.propagate dgl.random dgl.sampling dgl.traversal multi_pull() (dgl.DGLHeteroGraph method) multi_recv() (dgl.DGLHeteroGraph method) multi_send_and_recv() (dgl.DGLHeteroGraph method) multi_update_all() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) MultiLayerFullNeighborSampler (class in dgl.dataloading.neighbor) MultiLayerNeighborSampler (class in dgl.dataloading.neighbor) MUTAGDataset (class in dgl.data)

N

name (dgl.data.DGLDataset attribute) name() (dgl.distributed.DistTensor property) ndata() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) (dgl.distributed.DistGraph property) NeighborSampler() (in module dgl.contrib.sampling.sampler) nid2localnid() (dgl.distributed.graph_partition_book.GraphPartitionBook method) nid2partid() (dgl.distributed.graph_partition_book.GraphPartitionBook method) NNConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) node_attr_schemes() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (dgl.distributed.DistGraph method) (dgl.NodeFlow method) node_split() (in module dgl.distributed) node_subgraph() (in module dgl) node_type_subgraph() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (in module dgl) NodeDataLoader (class in dgl.dataloading.pytorch) NodeFlow (class in dgl) nodes() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) (dgl.udf.NodeBatch method) ntypes() (dgl.DGLGraph property) (dgl.DGLHeteroGraph property) (dgl.distributed.DistGraph property) num_blocks() (dgl.NodeFlow property) num_classes (dgl.data.AIFBDataset attribute) (dgl.data.AmazonCoBuyComputerDataset attribute) (dgl.data.AmazonCoBuyPhotoDataset attribute) (dgl.data.AMDataset attribute) (dgl.data.BGSDataset attribute) (dgl.data.CiteseerGraphDataset attribute) (dgl.data.CoauthorCSDataset attribute) (dgl.data.CoauthorPhysicsDataset attribute) (dgl.data.CoraFullDataset attribute) (dgl.data.CoraGraphDataset attribute) (dgl.data.KarateClubDataset attribute) (dgl.data.MiniGCDataset attribute) (dgl.data.MUTAGDataset attribute) (dgl.data.PubmedGraphDataset attribute) (dgl.data.RedditDataset attribute) (dgl.data.SSTDataset attribute)

num_dst_nodes() (dgl.DGLGraph method) num_edges() (dgl.DGLGraph method) (dgl.distributed.DistGraph method) num_graphs (dgl.data.MiniGCDataset attribute) num_labels (dgl.data.LegacyTUDataset attribute) (dgl.data.PPIDataset attribute) (dgl.data.QM7bDataset attribute) (dgl.data.RedditDataset attribute) (dgl.data.TUDataset attribute) num_layers() (dgl.NodeFlow property) num_nodes (dgl.data.FB15k237Dataset attribute) (dgl.data.FB15kDataset attribute) (dgl.data.WN18Dataset attribute) num_nodes() (dgl.DGLGraph method) (dgl.distributed.DistGraph method) num_partitions() (dgl.distributed.graph_partition_book.GraphPartitionBook method) num_rels (dgl.data.FB15k237Dataset attribute) (dgl.data.FB15kDataset attribute) (dgl.data.WN18Dataset attribute) num_src_nodes() (dgl.DGLGraph method) num_vocabs (dgl.data.SSTDataset attribute) num_workers() (dgl.contrib.graph_store.SharedMemoryDGLGraph property) number_of_dst_nodes() (dgl.DGLGraph method) number_of_edges() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (dgl.distributed.DistGraph method) number_of_nodes() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (dgl.distributed.DistGraph method) number_of_src_nodes() (dgl.DGLGraph method)

O

out_degree() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) out_degrees() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method)

out_edges() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) out_subgraph() (in module dgl)

P

pack_traces() (in module dgl.sampling) part_id() (dgl.distributed.graph_partition_book.PartitionPolicy property) part_policy() (dgl.distributed.DistTensor property) partid() (dgl.distributed.graph_partition_book.GraphPartitionBook property) partid2eids() (dgl.distributed.graph_partition_book.GraphPartitionBook method) partid2nids() (dgl.distributed.graph_partition_book.GraphPartitionBook method) partition_book() (dgl.distributed.graph_partition_book.PartitionPolicy property) partition_graph() (in module dgl.distributed.partition) PartitionPolicy (class in dgl.distributed.graph_partition_book) PinSAGESampler (class in dgl.sampling) policy_str() (dgl.distributed.graph_partition_book.PartitionPolicy property) PPIDataset (class in dgl.data) predecessors() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) predict_category (dgl.data.AIFBDataset attribute) (dgl.data.AMDataset attribute) (dgl.data.BGSDataset attribute) (dgl.data.MUTAGDataset attribute) pretrained_emb (dgl.data.SSTDataset attribute) process() (dgl.data.DGLDataset method) prop_edges() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (in module dgl) (in module dgl.propagate)

prop_edges_dfs() (in module dgl) (in module dgl.propagate) prop_flow() (dgl.NodeFlow method) prop_nodes() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (in module dgl) (in module dgl.propagate) prop_nodes_bfs() (in module dgl) (in module dgl.propagate) prop_nodes_topo() (in module dgl) (in module dgl.propagate) PubmedGraphDataset (class in dgl.data) pull() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) push() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method)

Q

QM7bDataset (class in dgl.data)

R

rand_bipartite() (in module dgl) rand_graph() (in module dgl) random_walk() (in module dgl.sampling) rank() (dgl.distributed.DistGraph method) raw_dir (dgl.data.DGLDataset attribute) raw_path (dgl.data.DGLDataset attribute) readonly() (dgl.DGLGraph method) readout_edges() (in module dgl) readout_nodes() (in module dgl) recv() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) RedditDataset (class in dgl.data) register_apply_edge_func() (dgl.DGLGraph method) (dgl.NodeFlow method) register_apply_node_func() (dgl.DGLGraph method) (dgl.NodeFlow method)

register_message_func() (dgl.DGLGraph method) (dgl.NodeFlow method) register_reduce_func() (dgl.DGLGraph method) (dgl.NodeFlow method) RelGraphConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) remove_edges() (dgl.DGLGraph method) (in module dgl) remove_nodes() (dgl.DGLGraph method) (in module dgl) remove_self_loop() (dgl.DGLGraph method) (in module dgl) reset_parameters() (dgl.nn.pytorch.conv.GraphConv method) reverse() (dgl.DGLGraph method) (in module dgl)

S

SAGEConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) sample_blocks() (dgl.dataloading.neighbor.BlockSampler method) sample_frontier() (dgl.dataloading.neighbor.BlockSampler method) (dgl.dataloading.neighbor.MultiLayerNeighborSampler method) sample_neighbors() (in module dgl.distributed.graph_services) (in module dgl.sampling) SamplerPool (class in dgl.contrib.sampling.dis_sampler) SamplerReceiver (class in dgl.contrib.sampling.dis_sampler) SamplerSender (class in dgl.contrib.sampling.dis_sampler) save() (dgl.data.DGLDataset method) save_dir (dgl.data.DGLDataset attribute) save_graphs() (in module dgl) save_info() (in module dgl.data.utils) save_path (dgl.data.DGLDataset attribute) SBMMixtureDataset (class in dgl.data) seed() (in module dgl) (in module dgl.random) segmented_knn_graph() (in module dgl) SegmentedKNNGraph (class in dgl.nn.pytorch.factory) select_topk() (in module dgl.sampling) send() (dgl.contrib.sampling.dis_sampler.SamplerSender method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) send_and_recv() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) Sequential (class in dgl.nn.mxnet.utils) (class in dgl.nn.pytorch.utils) Set2Set (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) set_e_initializer() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (dgl.NodeFlow method) set_n_initializer() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) (dgl.NodeFlow method)

SetTransformerDecoder (class in dgl.nn.pytorch.glob) SetTransformerEncoder (class in dgl.nn.pytorch.glob) SGConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) (class in dgl.nn.tensorflow.conv) shape() (dgl.distributed.DistTensor property) shared_memory() (dgl.distributed.graph_partition_book.GraphPartitionBook method) SharedMemoryDGLGraph (class in dgl.contrib.graph_store) signal() (dgl.contrib.sampling.dis_sampler.SamplerSender method) softmax_edges() (in module dgl) softmax_nodes() (in module dgl) SortPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) (class in dgl.nn.tensorflow.glob) SparseAdagrad (class in dgl.distributed) split_dataset() (in module dgl.data.utils) src() (dgl.udf.EdgeBatch property) src_mul_edge() (in module dgl.function) srcdata() (dgl.DGLGraph property) srcnodes() (dgl.DGLGraph property) srctypes() (dgl.DGLGraph property) SSTDataset (class in dgl.data) start() (dgl.contrib.sampling.dis_sampler.SamplerPool method) start_time (dgl.data.GDELTDataset attribute) step() (dgl.distributed.SparseAdagrad method) subgraph() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) Subset (class in dgl.data.utils) successors() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) sum() (in module dgl.function) sum_edges() (in module dgl) sum_nodes() (in module dgl) SumPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) (class in dgl.nn.tensorflow.glob)

T

TAGConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) test (dgl.data.FB15k237Dataset attribute) (dgl.data.FB15kDataset attribute) (dgl.data.WN18Dataset attribute) test_idx (dgl.data.AIFBDataset attribute) (dgl.data.AMDataset attribute) (dgl.data.BGSDataset attribute) (dgl.data.MUTAGDataset attribute) test_mask (dgl.data.CiteseerGraphDataset attribute) (dgl.data.CoraGraphDataset attribute) (dgl.data.PubmedGraphDataset attribute) (dgl.data.RedditDataset attribute) to() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) to_bidirected() (in module dgl) to_block() (in module dgl) to_canonical_etype() (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) to_hetero() (in module dgl) to_heterogeneous() (in module dgl) to_homo() (in module dgl)

to_homogeneous() (in module dgl) to_local() (dgl.distributed.graph_partition_book.PartitionPolicy method) to_networkx() (dgl.DGLGraph method) (in module dgl) to_partid() (dgl.distributed.graph_partition_book.PartitionPolicy method) to_simple() (dgl.DGLGraph method) (in module dgl) topk_edges() (in module dgl) topk_nodes() (in module dgl) topological_nodes_generator() (in module dgl.traversal) train (dgl.data.FB15k237Dataset attribute) (dgl.data.FB15kDataset attribute) (dgl.data.WN18Dataset attribute) train_idx (dgl.data.AIFBDataset attribute) (dgl.data.AMDataset attribute) (dgl.data.BGSDataset attribute) (dgl.data.MUTAGDataset attribute) train_mask (dgl.data.CiteseerGraphDataset attribute) (dgl.data.CoraGraphDataset attribute) (dgl.data.PubmedGraphDataset attribute) (dgl.data.RedditDataset attribute) trees (dgl.data.SSTDataset attribute) TUDataset (class in dgl.data)

U

u_add_e() (in module dgl.function) (in module dgl.ops) u_add_e_max() (in module dgl.ops) u_add_e_mean() (in module dgl.ops) u_add_e_min() (in module dgl.ops) u_add_e_sum() (in module dgl.ops) u_add_v() (in module dgl.function) (in module dgl.ops) u_div_e() (in module dgl.function) (in module dgl.ops) u_div_e_max() (in module dgl.ops) u_div_e_mean() (in module dgl.ops) u_div_e_min() (in module dgl.ops) u_div_e_sum() (in module dgl.ops) u_div_v() (in module dgl.function) (in module dgl.ops) u_dot_e() (in module dgl.function) (in module dgl.ops) u_dot_v() (in module dgl.function) (in module dgl.ops) u_mul_e() (in module dgl.function) (in module dgl.ops)

u_mul_e_max() (in module dgl.ops) u_mul_e_mean() (in module dgl.ops) u_mul_e_min() (in module dgl.ops) u_mul_e_sum() (in module dgl.ops) u_mul_v() (in module dgl.function) (in module dgl.ops) u_sub_e() (in module dgl.function) (in module dgl.ops) u_sub_e_max() (in module dgl.ops) u_sub_e_mean() (in module dgl.ops) u_sub_e_min() (in module dgl.ops) u_sub_e_sum() (in module dgl.ops) u_sub_v() (in module dgl.function) (in module dgl.ops) unbatch() (in module dgl) Uniform (class in dgl.dataloading.negative_sampler) update_all() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) (dgl.DGLHeteroGraph method) url (dgl.data.DGLDataset attribute)

V

v_add_e() (in module dgl.function) (in module dgl.ops) v_add_u() (in module dgl.function) (in module dgl.ops) v_div_e() (in module dgl.function) (in module dgl.ops) v_div_u() (in module dgl.function) (in module dgl.ops) v_dot_e() (in module dgl.function) (in module dgl.ops) v_dot_u() (in module dgl.function) (in module dgl.ops) v_mul_e() (in module dgl.function) (in module dgl.ops) v_mul_u() (in module dgl.function) (in module dgl.ops)

v_sub_e() (in module dgl.function) (in module dgl.ops) v_sub_u() (in module dgl.function) (in module dgl.ops) val_mask (dgl.data.CiteseerGraphDataset attribute) (dgl.data.CoraGraphDataset attribute) (dgl.data.PubmedGraphDataset attribute) (dgl.data.RedditDataset attribute) valid (dgl.data.FB15k237Dataset attribute) (dgl.data.FB15kDataset attribute) (dgl.data.WN18Dataset attribute) verbose (dgl.data.DGLDataset attribute) vocab (dgl.data.SSTDataset attribute) vocab_size (dgl.data.SSTDataset attribute)

W

weight (dgl.nn.mxnet.conv.GraphConv attribute) (dgl.nn.pytorch.conv.GraphConv attribute) (dgl.nn.tensorflow.conv.GraphConv attribute)

WN18Dataset (class in dgl.data) worker() (dgl.contrib.sampling.dis_sampler.SamplerPool method) worker_id() (dgl.contrib.graph_store.SharedMemoryDGLGraph property)

Z

zero_initializer() (in module dgl.init)