Deep Graph Library

Topic	Replies	Views	Activity
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	78	January 13, 2021
[Release] v0.5.3 Patch Update News This is a patch release mainly for supporting CUDA 11.0. Now DGL supports CUDA 11.0 and PyTorch 1.7 on Linux/Windows/Mac. This is a companion discussion topic for the original entry at https://www.dgl.ai/release/2020/…	2	100	December 15, 2020
Heterograph instantiation may be wrong Questions	2	7	January 26, 2021
Confusion about DGL and different backends Questions	1	12	January 26, 2021
Model not learning individual node embeddings Questions gnn_question , model_debugging	7	70	January 25, 2021
Does EdgeDataLoader input argument "batch size" refer to "number of node" in each batch? Questions sampling , doc	4	25	January 25, 2021
Parameters for best performance in Distributed GraphSAGE Questions distributed	3	47	January 25, 2021
Test Accuracy changes heavily after save and load weights Questions	5	30	January 25, 2021
PinSAGESampler with unexpected results Questions model_debugging , sampling	1	20	January 25, 2021
Jumping knowledge layer Questions model_request	2	10	January 25, 2021
Node features when nodes have no features? Questions gnn_question	5	28	January 22, 2021
Can any node classification model consider edge features? Questions	5	38	January 21, 2021
Contribute RNA interface datasets Models & Apps	3	32	January 21, 2021
How to add several nodes of a new type in a heterograph? Questions heterograph	1	19	January 19, 2021
Node classification - consider edge weights Questions	1	27	January 19, 2021
Implementing HeteroRGCN Questions heterograph , doc	7	46	January 18, 2021
DGLGraph.to() to copy the graph to the same device Questions doc , to_be_fix	1	22	January 18, 2021
Pinsage performance Models & Apps model_debugging	1	28	January 17, 2021
Trying to train GraphSage for huge graph on multiple GPUs - Getting stuck Questions multigpu , bug	7	92	January 17, 2021
GINDataset download failed Questions	9	131	January 18, 2021
MultiLayerFullNeighborSampler to mask out test nodes Questions how_to_impl	1	22	January 15, 2021
Question) DGLGraph.from_networkx is deprecated Questions	3	30	January 14, 2021
Questions about Training EdgeDataLoader with Heterograph RGCN for Multi-GPU Questions multigpu , doc	4	33	January 14, 2021
Reddit dataset versions Questions	4	234	January 14, 2021
Packed question related with link prediction Questions	20	134	January 13, 2021
Validating my model Questions	1	24	January 12, 2021
Stack several layers of NNconv Questions	2	22	January 11, 2021
`dst_inputs` when g.is_blcok==True Questions sampling , doc	1	28	January 11, 2021
Aggregate information along a given path Questions feature_request	6	42	January 7, 2021
Pretrained Embedding on Heterogeneous Graph Questions heterograph	5	30	January 7, 2021

Frequently Asked Questions (FAQ)

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

78

January 13, 2021

[Release] v0.5.3 Patch Update

News

This is a patch release mainly for supporting CUDA 11.0. Now DGL supports CUDA 11.0 and PyTorch 1.7 on Linux/Windows/Mac. This is a companion discussion topic for the original entry at https://www.dgl.ai/release/2020/…

2

100

December 15, 2020

Heterograph instantiation may be wrong