DGL
0.6.x
Get Started
Install and Setup
A Blitz Introduction to DGL
Advanced Materials
User Guide
用户指南
Stochastic Training of GNNs
Paper Study with DGL
API Reference
dgl
dgl.data
dgl.dataloading
dgl.DGLGraph
dgl.distributed
dgl.function
dgl.nn
dgl.nn.functional
dgl.ops
dgl.optim
dgl.sampling
User-defined Functions
Developer Notes
Contribute to DGL
DGL Foreign Function Interface (FFI)
Misc
Frequently Asked Questions (FAQ)
Environment Variables
Resources
DGL
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Index
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Index
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A
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B
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C
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D
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E
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F
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G
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H
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I
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K
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L
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M
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N
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O
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P
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Q
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R
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S
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T
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U
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V
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W
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Z
_
__call__() (dgl.dataloading.negative_sampler.Uniform method)
__contains__() (dgl.DGLGraph method)
__getitem__() (dgl.data.AIFBDataset method)
(dgl.DGLGraph method)
(dgl.data.AMDataset method)
(dgl.data.AmazonCoBuyComputerDataset method)
(dgl.data.AmazonCoBuyPhotoDataset 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.GINDataset method)
(dgl.data.ICEWS18Dataset method)
(dgl.data.KarateClubDataset method)
(dgl.data.LegacyTUDataset method)
(dgl.data.MUTAGDataset method)
(dgl.data.MiniGCDataset method)
(dgl.data.PPIDataset method)
(dgl.data.PubmedGraphDataset method)
(dgl.data.QM7bDataset method)
(dgl.data.QM9Dataset method)
(dgl.data.QM9EdgeDataset method)
(dgl.data.RedditDataset method)
(dgl.data.SBMMixtureDataset method)
(dgl.data.SSTDataset method)
(dgl.data.TUDataset method)
(dgl.data.WN18Dataset method)
(dgl.data.utils.Subset method)
__init__() (dgl.dataloading.AsyncTransferer method)
(dgl.sampling.PinSAGESampler method)
__iter__() (dgl.contrib.sampling.dis_sampler.SamplerReceiver method)
__len__() (dgl.data.AIFBDataset method)
(dgl.DGLGraph method)
(dgl.data.AMDataset method)
(dgl.data.AmazonCoBuyComputerDataset method)
(dgl.data.AmazonCoBuyPhotoDataset 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.GINDataset method)
(dgl.data.ICEWS18Dataset method)
(dgl.data.KarateClubDataset method)
(dgl.data.LegacyTUDataset method)
(dgl.data.MUTAGDataset method)
(dgl.data.MiniGCDataset method)
(dgl.data.PPIDataset method)
(dgl.data.PubmedGraphDataset method)
(dgl.data.QM7bDataset method)
(dgl.data.QM9Dataset method)
(dgl.data.QM9EdgeDataset method)
(dgl.data.RedditDataset method)
(dgl.data.SBMMixtureDataset method)
(dgl.data.SSTDataset method)
(dgl.data.TUDataset method)
(dgl.data.WN18Dataset method)
(dgl.data.utils.Subset 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.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.pytorch.conv)
async_copy() (dgl.dataloading.AsyncTransferer method)
AsyncTransferer (class in dgl.dataloading)
AtomicConv (class in dgl.nn.pytorch.conv)
AvgPooling (class in dgl.nn.pytorch.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)
(in module dgl.traversal)
bfs_nodes_generator() (in module dgl)
(in module dgl.traversal)
BGSDataset (class in dgl.data)
bias (dgl.nn.pytorch.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)
block_to_graph() (in module dgl)
blocks() (dgl.NodeFlow property)
BlockSampler (class in dgl.dataloading.neighbor)
broadcast_edges() (in module dgl)
broadcast_nodes() (in module dgl)
C
canonical_etypes() (dgl.DGLGraph property)
(dgl.DGLHeteroGraph property)
CFConv (class in dgl.nn.pytorch.conv)
ChebConv (class in dgl.nn.pytorch.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_block() (in module dgl)
create_formats_() (dgl.DGLGraph method)
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.pytorch.conv)
DenseGraphConv (class in dgl.nn.pytorch.conv)
DenseSAGEConv (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)
(in module dgl.traversal)
dfs_labeled_edges_generator() (in module dgl)
(in module dgl.traversal)
dgl (module)
dgl.data (module)
dgl.dataloading (module)
dgl.distributed (module)
dgl.nn (module)
dgl.nn.functional (module)
dgl.nn.pytorch.conv (module)
dgl.nn.pytorch.glob (module)
dgl.optim (module)
dgl.sampling (module)
DGLDataset (class in dgl.data)
DGLGraph (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.NodeFlow method)
(dgl.distributed.DistGraph method)
edge_id() (dgl.DGLGraph method)
(dgl.DGLHeteroGraph method)
edge_ids() (dgl.DGLGraph method)
(dgl.DGLHeteroGraph method)
edge_softmax() (in module dgl.nn.functional)
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)
EdgeCollator (class in dgl.dataloading)
EdgeConv (class in dgl.nn.pytorch.conv)
EdgeDataLoader (class in dgl.dataloading.pytorch)
edges() (dgl.DGLGraph property)
(dgl.DGLHeteroGraph property)
(dgl.distributed.DistGraph property)
(dgl.udf.EdgeBatch method)
EdgeWeightNorm (class in dgl.nn.pytorch.conv)
eid2localeid() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
eid2partid() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
emb_tensor() (dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
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.pytorch.conv.AGNNConv method)
(dgl.nn.pytorch.HeteroGraphConv 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.EdgeWeightNorm method)
(dgl.nn.pytorch.conv.GATConv method)
(dgl.nn.pytorch.conv.GINConv method)
(dgl.nn.pytorch.conv.GMMConv method)
(dgl.nn.pytorch.conv.GatedGraphConv 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.glob.WeightAndSum 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.pytorch.conv)
GatedGraphConv (class in dgl.nn.pytorch.conv)
GDELTDataset (class in dgl.data)
get_download_dir() (in module dgl.data.utils)
get_edge_partition_policy() (dgl.distributed.DistGraph method)
get_etype_id() (dgl.DGLHeteroGraph method)
(dgl.distributed.DistGraph method)
get_node_partition_policy() (dgl.distributed.DistGraph method)
get_ntype_id() (dgl.DGLHeteroGraph method)
(dgl.distributed.DistGraph 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.pytorch.conv)
GINDataset (class in dgl.data)
GlobalAttentionPooling (class in dgl.nn.pytorch.glob)
GMMConv (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)
GraphCollator (class in dgl.dataloading)
GraphConv (class in dgl.nn.pytorch.conv)
GraphDataLoader (class in dgl.dataloading.pytorch)
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.pytorch)
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)
LegacyTUDataset (class in dgl.data)
lin (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_homo_eid() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
map_to_homo_nid() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
map_to_parent_eid() (dgl.NodeFlow method)
map_to_parent_nid() (dgl.NodeFlow method)
map_to_per_etype() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
map_to_per_ntype() (dgl.distributed.graph_partition_book.GraphPartitionBook 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.pytorch.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.pytorch.HeteroGraphConv attribute)
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)
(dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
ndata() (dgl.DGLGraph property)
(dgl.DGLHeteroGraph property)
(dgl.distributed.DistGraph property)
nid2localnid() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
nid2partid() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
NNConv (class in dgl.nn.pytorch.conv)
node_attr_schemes() (dgl.DGLGraph method)
(dgl.DGLHeteroGraph method)
(dgl.NodeFlow method)
(dgl.distributed.DistGraph method)
node_split() (in module dgl.distributed)
node_subgraph() (in module dgl)
node_type_subgraph() (dgl.DGLGraph method)
(dgl.DGLHeteroGraph method)
(in module dgl)
NodeCollator (class in dgl.dataloading)
NodeDataLoader (class in dgl.dataloading.pytorch)
NodeEmbedding (class in dgl.nn.pytorch.sparse_emb)
nodes() (dgl.DGLGraph property)
(dgl.DGLHeteroGraph property)
(dgl.distributed.DistGraph 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.AMDataset attribute)
(dgl.data.AmazonCoBuyComputerDataset attribute)
(dgl.data.AmazonCoBuyPhotoDataset 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.MUTAGDataset attribute)
(dgl.data.MiniGCDataset 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_embeddings() (dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
num_graphs (dgl.data.MiniGCDataset attribute)
num_labels (dgl.data.LegacyTUDataset attribute)
(dgl.data.PPIDataset attribute)
(dgl.data.QM7bDataset attribute)
(dgl.data.QM9Dataset attribute)
(dgl.data.QM9EdgeDataset 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
optm_state() (dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
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)
QM9Dataset (class in dgl.data)
QM9EdgeDataset (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)
(dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
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.pytorch.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)
reset_trace() (dgl.nn.pytorch.sparse_emb.NodeEmbedding method)
reverse() (dgl.DGLGraph method)
(in module dgl)
S
SAGEConv (class in dgl.nn.pytorch.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)
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)
segment_reduce() (in module dgl.ops)
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.pytorch.utils)
Set2Set (class in dgl.nn.pytorch.glob)
set_batch_num_edges() (dgl.DGLGraph method)
set_batch_num_nodes() (dgl.DGLGraph method)
set_e_initializer() (dgl.DGLGraph method)
(dgl.DGLHeteroGraph method)
(dgl.NodeFlow method)
set_n_initializer() (dgl.DGLGraph method)
(dgl.DGLHeteroGraph method)
(dgl.NodeFlow method)
set_optm_state() (dgl.nn.pytorch.sparse_emb.NodeEmbedding method)
SetTransformerDecoder (class in dgl.nn.pytorch.glob)
SetTransformerEncoder (class in dgl.nn.pytorch.glob)
SGConv (class in dgl.nn.pytorch.conv)
shape() (dgl.distributed.DistTensor property)
shared_memory() (dgl.distributed.graph_partition_book.GraphPartitionBook method)
signal() (dgl.contrib.sampling.dis_sampler.SamplerSender method)
softmax_edges() (in module dgl)
softmax_nodes() (in module dgl)
SortPooling (class in dgl.nn.pytorch.glob)
SparseAdagrad (class in dgl.distributed)
(class in dgl.optim.pytorch)
SparseAdam (class in dgl.optim.pytorch)
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)
store() (dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
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.pytorch.glob)
T
TAGConv (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)
(in module dgl.traversal)
trace() (dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
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.pytorch.conv.GraphConv attribute)
WeightAndSum (class in dgl.nn.pytorch.glob)
WN18Dataset (class in dgl.data)
worker() (dgl.contrib.sampling.dis_sampler.SamplerPool method)
worker_id() (dgl.contrib.graph_store.SharedMemoryDGLGraph property)
world_size() (dgl.nn.pytorch.sparse_emb.NodeEmbedding property)
Z
zero_initializer() (in module dgl.init)
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