Deep Graph Library

Topic	Replies	Views	Activity
Important Announcement: Deprecation of MXNet and TensorFlow Support in DGL 2.0 Questions :loudspeaker: Important DGL Update: After DGL 2.0 (ETA: 2023Q4), we’ll be prioritizing PyTorch backend due to resource constraints, saying goodbye to MXNet and TensorFlow support. Don’t worry though – if you still need t…	1	242	August 23, 2023
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	9370	January 13, 2021
About the process aggregation Questions	0	11	December 7, 2023
Why does `GatedGraphConv`require the graph to be homogeneous? Questions	0	13	December 7, 2023
Retrieve node embeddings from minibatch training for HeteroGraph Questions	6	125	December 7, 2023
The conflict of forward inputs between HeteroGraphConv and myOwnConv Questions	0	19	December 6, 2023
Batch training on 'ogbn-mag' dataset Questions	0	15	December 6, 2023
A question of DGL-KE(installation issue) Questions	0	16	December 5, 2023
Is there a model zoo in DGL? Questions	0	24	December 5, 2023
Parallel inference in DGL Questions	0	22	December 5, 2023
A question of khop-subgraph Questions	0	22	December 4, 2023
Full batch training on multi-GPU for node classification Questions	4	61	December 4, 2023
dgl._ffi.base.DGLError: Expect number of features to match number of nodes (len(u)). Got 943 and 1682 instead Questions	2	45	December 4, 2023
dgl._ffi.base.DGLError: [21:51:37] /opt/dgl/src/runtime/cuda/cuda_device_api.cc:117: Check failed: e == cudaSuccess \|\| e == cudaErrorCudartUnloading: CUDA: unspecified launch failure Questions	2	41	December 3, 2023
Graph / Node / Edge Normalization Techniques Models & Apps	4	775	December 1, 2023
How to correctly train the GraphSAGE model on the Papers100M dataset? Questions	4	80	November 30, 2023
Die Hochzeitsliste ist diese bemalte indigofarbene Blumenvase von Lenox Models & Apps	0	28	November 30, 2023
Help with custom message function with dual embeddings Questions	6	50	November 29, 2023
How to Utilize a Trained Link Prediction Model Questions	4	98	November 29, 2023
Next stable version supported for CUDA 12.2 and Pytorch2.1 Questions	1	68	November 28, 2023
Spectral conv layers for homogenous directed multigraph Questions	1	36	November 28, 2023
Combine all node types of DGL Heterogeneous graph Questions	6	78	November 23, 2023
Seeking Advice on Training a Medium-Sized Heterogeneous Graph Network Questions	1	44	November 23, 2023
Unable to Build DGL from Source with CUDA 12.2 and PyTorch 2.1 Questions	2	99	November 17, 2023
ImportError: Cannot load DGL C++ sparse library Questions	5	77	November 16, 2023
Graph with multiple node types and egde types Questions	1	65	November 16, 2023
DGL model on Hetrogeneous Graph Questions	6	165	November 11, 2023
How GCN can be an inductive method? Questions	6	140	November 10, 2023
PermissionError:[Errno 13] Permission denied:'/usr/share/httpd/.dgl' Questions	1	51	December 9, 2023
Support for CUDA 12.2 and PyTorch 2.1 Questions	5	162	December 9, 2023

Important Announcement: Deprecation of MXNet and TensorFlow Support in DGL 2.0

:loudspeaker: Important DGL Update: After DGL 2.0 (ETA: 2023Q4), we’ll be prioritizing PyTorch backend due to resource constraints, saying goodbye to MXNet and TensorFlow support. Don’t worry though – if you still need t…

1

242

August 23, 2023

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…