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[Release] DGL 1.0: Empowering Graph Machine Learning For Everyone
News

We are thrilled to announce the arrival of DGL 1.0, a cutting-edge machine learning framework for deep learning on graphs. Over the past three years, there has been growing interest from both academia and industry in thi…

4 120 February 28, 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 7117 January 13, 2021
Dive into DGL Kernel using NVIDIA Nsight Compute
Questions
6 27 March 29, 2023
Neighbor Sampling on Graphs that are not bipartite
Questions
3 26 March 28, 2023
DGL claims "There are 0-in-degree nodes in the graph" when there are none
Questions
7 44 March 28, 2023
Dgl.seed() error
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2 17 March 27, 2023
Running ogbn-papers100M with tutorial code fails
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2 24 March 27, 2023
How can I get two representations of a node from different relations
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2 16 March 27, 2023
Using UnifiedTensor in DGL 1.0
Questions
1 22 March 27, 2023
Dataloader on GPU, RuntimeError: Prefetcher thread timed out at 30 seconds
Questions
6 56 March 27, 2023
RuntimeError: one of the variables needed for gradient computation has been modified by an inplace operation: [torch.FloatTensor [14328, 334]] is at version 1; expected version 0 instead
Questions
4 56 March 25, 2023
Consideration of K-Hop neighbor and weight update in GSAGE
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3 30 March 25, 2023
Remove edges and nodes from a block
Questions
1 16 March 25, 2023
When I try to use the NodeCollator method to generate a small batch of subgraphs, the number of num_dst_nodes in the generated subgraph is less than the number of train_mask I input
Questions
5 29 March 23, 2023
Double RAM problem of DGLGraph.add_nodes() and add_edges()
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5 78 March 23, 2023
Wrong nodes removed from graph
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9 64 March 23, 2023
Edge Weight Hetero Graph
Questions
2 31 March 21, 2023
Device API gpu is not enabled
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4 7152 March 21, 2023
How to get a subgraph from a big graph?
Questions
2 30 March 21, 2023
Implement $D^{-1/2}AD^{-1/2}H$
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1 27 March 21, 2023
Concatenate edge feature and edge feature
Questions
1 32 March 21, 2023
Retrieve entire node embedding from minibatch training
Questions
1 34 March 21, 2023
Dgl.contrib.sampling.random_walk_with_restart can not be used and can not be found in Docs? How can accomplish this function under DGL0.7.x?
Questions
1 27 March 21, 2023
Having problem when running code
Questions
1 40 March 21, 2023
Asking for the reason why the sample time that may exist in ogbn-products is too long
Questions
1 33 March 13, 2023
Question about batch() and unbatch()
Questions
1 51 March 10, 2023
How to use ndata[] and edata[] at the same time
Questions
1 40 March 10, 2023
K-hop path between two nodes for a heterogeneous graph
Questions
9 90 March 9, 2023
FileNotFoundError: Cannot find DGL C++ sparse library
Questions
2 107 March 9, 2023
Question about DistDGL
Questions
4 48 March 9, 2023