Index

_

__contains__() (dgl.DGLGraph method) __getitem__() (dgl.data.GINDataset method) (dgl.data.MiniGCDataset method) (dgl.data.PPIDataset method) (dgl.data.SST method) (dgl.data.TUDataset method) __iter__() (dgl.contrib.sampling.dis_sampler.SamplerReceiver method)

__len__() (dgl.data.GINDataset method) (dgl.DGLGraph method) (dgl.data.MiniGCDataset method) (dgl.data.PPIDataset method) (dgl.data.SST 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) add_nodes() (dgl.DGLGraph method) adjacency_matrix() (dgl.DGLGraph method) adjacency_matrix_scipy() (dgl.DGLGraph method) all_edges() (dgl.DGLGraph method) apply_block() (dgl.NodeFlow method)

apply_edges() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) apply_layer() (dgl.NodeFlow method) apply_nodes() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) AvgPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob)

B

base_initializer() (in module dgl.init) batch() (in module dgl) batch_num_edges (dgl.BatchedDGLGraph attribute) batch_num_nodes (dgl.BatchedDGLGraph attribute) batch_size (dgl.BatchedDGLGraph attribute) batch_size() (dgl.udf.EdgeBatch method) (dgl.udf.NodeBatch method) BatchedDGLGraph (class in dgl) bfs_edges_generator() (in module dgl.traversal) bfs_nodes_generator() (in module dgl.traversal) bias (dgl.nn.mxnet.conv.GraphConv attribute) (dgl.nn.pytorch.conv.GraphConv attribute)

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 attribute) broadcast_edges() (in module dgl) broadcast_nodes() (in module dgl)

C

check_sha1() (in module dgl.data.utils) clear() (dgl.DGLGraph method) copy_edge() (in module dgl.function) copy_from_parent() (dgl.NodeFlow method) (dgl.subgraph.DGLSubGraph method)

copy_src() (in module dgl.function) copy_to_parent() (dgl.NodeFlow method) (dgl.subgraph.DGLSubGraph method) create_graph_from_store() (in module dgl.contrib.graph_store) create_graph_store_server() (in module dgl.contrib.graph_store)

D

data (dgl.udf.EdgeBatch attribute) (dgl.udf.NodeBatch attribute) destroy() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) dfs_edges_generator() (in module dgl.traversal) dfs_labeled_edges_generator() (in module dgl.traversal) dgl.function (module) dgl.init (module) dgl.nn (module) dgl.nn.mxnet.conv (module) dgl.nn.mxnet.glob (module) dgl.nn.mxnet.softmax (module)

dgl.nn.pytorch.conv (module) dgl.nn.pytorch.glob (module) dgl.nn.pytorch.softmax (module) dgl.propagate (module) dgl.random (module) dgl.transform (module) dgl.traversal (module) dgl.udf (module) DGLGraph (class in dgl) DGLSubGraph (class in dgl.subgraph) download() (in module dgl.data.utils) dst (dgl.udf.EdgeBatch attribute)

E

edata (dgl.DGLGraph attribute) edge_attr_schemes() (dgl.DGLGraph method) (dgl.NodeFlow method) edge_id() (dgl.DGLGraph method) edge_ids() (dgl.DGLGraph method)

edge_softmax() (in module dgl.nn.mxnet.softmax) (in module dgl.nn.pytorch.softmax) edge_subgraph() (dgl.DGLGraph method) edges (dgl.DGLGraph attribute) edges() (dgl.udf.EdgeBatch method) extract_archive() (in module dgl.data.utils)

F

filter_edges() (dgl.DGLGraph method) filter_nodes() (dgl.DGLGraph method) find_edges() (dgl.DGLGraph method) forward() (dgl.nn.mxnet.conv.GraphConv 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.pytorch.conv.GraphConv 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)

from_networkx() (dgl.DGLGraph method) from_scipy_sparse_matrix() (dgl.DGLGraph method)

G

get_download_dir() (in module dgl.data.utils) GINDataset (class in dgl.data) GlobalAttentionPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob)

GraphConv (class in dgl.nn.mxnet.conv) (class in dgl.nn.pytorch.conv) group_apply_edges() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method)

H

has_edge_between() (dgl.DGLGraph method) has_edges_between() (dgl.DGLGraph method)

has_node() (dgl.DGLGraph method) has_nodes() (dgl.DGLGraph method)

I

in_degree() (dgl.DGLGraph method) in_degrees() (dgl.DGLGraph method) in_edges() (dgl.DGLGraph method)

incidence_matrix() (dgl.DGLGraph method) init_edata() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) init_ndata() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) is_multigraph (dgl.DGLGraph attribute)

L

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 attribute) LayerSampler() (in module dgl.contrib.sampling.sampler) line_graph() (dgl.DGLGraph method) (in module dgl.transform) local_scope() (dgl.DGLGraph method) local_var() (dgl.DGLGraph method)

M

mailbox (dgl.udf.NodeBatch attribute) map_from_parent_nid() (dgl.NodeFlow method) map_to_parent_eid() (dgl.NodeFlow method) map_to_parent_nid() (dgl.NodeFlow method) map_to_subgraph_nid() (dgl.subgraph.DGLSubGraph method) max() (in module dgl.function)

max_edges() (in module dgl) max_nodes() (in module dgl) MaxPooling (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) mean_edges() (in module dgl) mean_nodes() (in module dgl) MiniGCDataset (class in dgl.data)

N

ndata (dgl.DGLGraph attribute) NeighborSampler() (in module dgl.contrib.sampling.sampler) node_attr_schemes() (dgl.DGLGraph method) (dgl.NodeFlow method) NodeFlow (class in dgl) nodes (dgl.DGLGraph attribute)

nodes() (dgl.udf.NodeBatch method) num_blocks (dgl.NodeFlow attribute) num_classes (dgl.data.MiniGCDataset attribute) num_layers (dgl.NodeFlow attribute) num_workers (dgl.contrib.graph_store.SharedMemoryDGLGraph attribute) number_of_edges() (dgl.DGLGraph method) number_of_nodes() (dgl.DGLGraph method)

O

out_degree() (dgl.DGLGraph method)

out_degrees() (dgl.DGLGraph method) out_edges() (dgl.DGLGraph method)

P

parent_eid (dgl.subgraph.DGLSubGraph attribute) parent_nid (dgl.subgraph.DGLSubGraph attribute) PPIDataset (class in dgl.data) predecessors() (dgl.DGLGraph method) prop_edges() (dgl.DGLGraph method) (in module dgl.propagate) prop_edges_dfs() (in module dgl.propagate) prop_flow() (dgl.NodeFlow method)

prop_nodes() (dgl.DGLGraph method) (in module dgl.propagate) prop_nodes_bfs() (in module dgl.propagate) prop_nodes_topo() (in module dgl.propagate) pull() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) push() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method)

R

readonly() (dgl.DGLGraph method) recv() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) 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) remove_edges() (dgl.DGLGraph method) remove_nodes() (dgl.DGLGraph method) reset_parameters() (dgl.nn.pytorch.conv.GraphConv method) (dgl.nn.pytorch.glob.GlobalAttentionPooling method) reverse() (dgl.DGLGraph method) (in module dgl.transform)

S

SamplerPool (class in dgl.contrib.sampling.dis_sampler) SamplerReceiver (class in dgl.contrib.sampling.dis_sampler) SamplerSender (class in dgl.contrib.sampling.dis_sampler) seed() (in module dgl.random) send() (dgl.contrib.sampling.dis_sampler.SamplerSender method) (dgl.DGLGraph method) send_and_recv() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method) Set2Set (class in dgl.nn.mxnet.glob) (class in dgl.nn.pytorch.glob) set_e_initializer() (dgl.DGLGraph method) (dgl.NodeFlow method) set_n_initializer() (dgl.DGLGraph method) (dgl.NodeFlow method) SetTransformerDecoder (class in dgl.nn.pytorch.glob) SetTransformerEncoder (class in dgl.nn.pytorch.glob) 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) src (dgl.udf.EdgeBatch attribute) src_mul_edge() (in module dgl.function) SST (class in dgl.data) start() (dgl.contrib.sampling.dis_sampler.SamplerPool method) subgraph() (dgl.DGLGraph method) subgraphs() (dgl.DGLGraph method) successors() (dgl.DGLGraph 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)

T

to() (dgl.DGLGraph method) to_bidirected() (in module dgl.transform) to_networkx() (dgl.DGLGraph method) to_simple_graph() (in module dgl.transform)

topk_edges() (in module dgl) topk_nodes() (in module dgl) topological_nodes_generator() (in module dgl.traversal) TUDataset (class in dgl.data)

U

unbatch() (in module dgl)

update_all() (dgl.contrib.graph_store.SharedMemoryDGLGraph method) (dgl.DGLGraph method)

W

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

worker() (dgl.contrib.sampling.dis_sampler.SamplerPool method) worker_id (dgl.contrib.graph_store.SharedMemoryDGLGraph attribute)

Z

zero_initializer() (in module dgl.init)