Deep Graph Library

Topic	Replies	Views	Activity
[Release] v0.9 Release Highlights News Six years after the first Graph Convolutional Networks paper, researchers are actively investigating more advanced GNN architecture or training methodology. As the developer team of DGL, we closely watch those new resear…	2	33	August 3, 2022
Frequently Asked Questions (FAQ) Questions Are DGLGraphs directed or not? How to represent an undirected graph? All DGLGraphs are directed. To represent an undirected graph, you need to create edges for both directions. dgl.to_bidirected can be helpful, which…	2	5178	January 13, 2021
Edge-softmax with additional normalization dimension Questions	4	31	August 10, 2022
Failed on writing metis and killed for distdgl on papers100m Questions	5	29	August 10, 2022
About the matrix inverse operator in DGL Questions	1	22	August 9, 2022
Set features of a batched heterogeneous graph Questions	3	38	August 8, 2022
Misunderstanding about prop_nodes Questions	1	32	August 8, 2022
Coefficient of Determination R^2 Questions	1	26	August 8, 2022
Utilizing edge features for link prediction Questions	2	37	August 5, 2022
GraphSage Model Quality Issue? Models & Apps	8	55	August 4, 2022
Module 'dgl' has no attribute 'radius_graph' Questions	1	21	August 3, 2022
Time out when use distributed setting Questions	14	61	August 2, 2022
Hetero_rgcn's results on ogbn-mag can not be reproduced Questions	4	54	August 1, 2022
Using Shared Memory for Graph Access in multi-GPU training Questions	7	74	August 1, 2022
Examples for dgl.DropNode() Questions	8	75	August 1, 2022
TypeError issue when trying to Create a Graph Questions	2	45	August 1, 2022
Multi-GPU graph classification Questions	2	79	July 25, 2022
GatedGraphConv Error: ggnn.ggcn.linears.5.weight' s grad is None, when ggnn edge_types is 8 Questions	2	40	July 25, 2022
Graph / Node / Edge Normalization Techniques Models & Apps	1	40	July 25, 2022
How to change block.dstdata? Questions	5	81	July 24, 2022
Deploy a DGL model in C++ for inference Questions	3	1161	July 22, 2022
Masking edges while training? Questions	1	33	July 21, 2022
GNNExplainer with minibatch training Questions	3	53	July 20, 2022
dgl._ffi.base.DGLError when trying to load graphs Questions	3	51	July 19, 2022
Heterogeneous Graph Regression Questions	9	75	July 19, 2022
Maximum number of nodes in a batch for MultiLayerNeighborSampler Questions	1	57	July 18, 2022
Importance of features by GNNExplainer Questions	5	54	July 18, 2022
Training GNN for Edge Classification with Neighborhood Sampling on GPU Questions	4	55	July 15, 2022
MultiLayerNeighborSampler generating first batch several orders of magnitude slower than generating second batch Questions	1	53	July 15, 2022
Construct and train large graph Questions	3	77	July 13, 2022

[Release] v0.9 Release Highlights

Six years after the first Graph Convolutional Networks paper, researchers are actively investigating more advanced GNN architecture or training methodology. As the developer team of DGL, we closely watch those new resear…

2

33

August 3, 2022

Frequently Asked Questions (FAQ)

Questions

Are DGLGraphs directed or not? How to represent an undirected graph? All DGLGraphs are directed. To represent an undirected graph, you need to create edges for both directions. dgl.to_bidirected can be helpful, which…