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DGL vs. Pytorch Geometric
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9
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23048
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March 14, 2024
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How to Train and Validate a GCN on Several Graphs?
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22
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9166
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January 10, 2020
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Questions about DGL HeteroGraphs that you never dared to ask
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45
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6037
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August 24, 2020
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Convolutions with mini-batches of heterogeneous graph
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65
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5996
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December 5, 2020
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ModuleNotFoundError in DGL with PyTorch 2.2 on Python 3.12 Docker Image
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23
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17299
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October 10, 2024
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Trouble Training Link Prediction on Heterograph with EdgeDataLoader
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33
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7262
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April 25, 2022
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Node Classification over Multiple Graphs
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20
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5168
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August 23, 2021
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Using edge features for GCN in DGL
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9
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6699
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June 7, 2020
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How to plot the attention weights...?
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14
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8577
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November 18, 2020
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Cannot Find DGL C++ graphbolt library
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14
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13749
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July 29, 2024
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ImportError: Cannot load Graphbolt C++ library
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26
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9890
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May 29, 2024
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Explainability using saliency and integrated gradients (Captum)
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14
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4160
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September 26, 2021
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GraphSAGE for heterogeneous graphs
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15
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6165
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April 26, 2021
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Best way to send (batched) graphs to GPU
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15
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5380
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December 20, 2019
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GATConv layer slows down code due to following warning
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29
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6974
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March 16, 2021
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Gat error : There are 0-in-degree nodes in the graph
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14
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9345
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October 18, 2021
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A problem I meet in setup distribute training
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11
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10365
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August 20, 2023
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DGL Dataloader num workers > 0 problems
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12
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9580
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June 20, 2019
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For link prediction inference, how can I score every pair of nodes from new unseen graphs with no positive edges?
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45
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4879
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November 3, 2021
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Link Prediction Connected Edges end up More Dissimilar
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35
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2646
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November 2, 2020
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GATConv: mismatch between nodes and features
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13
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7330
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December 5, 2020
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Why do I get a segmentation fault (SIGSEGV) when calling a forward pass?
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14
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3962
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September 10, 2020
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What happens if there are isolated nodes in the input of graph classification with GCN?
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11
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4336
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March 9, 2022
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DistDGL v2.4 built from source Training Error
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14
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6803
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September 27, 2024
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Have Problem with Setting Up IP Config
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44
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3757
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September 14, 2023
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Node and edge features in with GCN
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19
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5581
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May 31, 2021
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Help! Cannot get GCN model to decrease
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17
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5793
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October 1, 2021
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Hello,how to do mini_batch on one graph?
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19
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2999
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April 15, 2020
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GNNExplainer import
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21
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4891
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April 18, 2022
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How to extract embedding from unsupervised GraphSage model？
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12
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3437
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August 3, 2020
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How to carry out the batch-wise training while using layer defined in DGL?
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22
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4368
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April 16, 2022
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DGLHeteroGraph: How to add new edge types, especially reverse edges?
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9
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3697
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March 29, 2021
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Resolving out of memory issue
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9
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6458
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May 23, 2019
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R-GCN, homogeneous graph with different edge types
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14
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2885
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June 3, 2021
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Why net.cuda() takes too much time for DGL
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15
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4494
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June 26, 2019
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How to do inference on new unseen nodes?
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16
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4156
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March 1, 2023
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How to classify entire graphs in batches?
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13
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2487
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January 5, 2019
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Issue with dgl, torch 2.2 and cuda 118
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26
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2991
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December 13, 2024
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DGL claims "There are 0-in-degree nodes in the graph" when there are none
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11
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4350
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April 29, 2023
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Changing Graph Structure after Construction and Running Models with Partial Edges
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29
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2679
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February 3, 2021
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Link prediction questions: train-test, accuracy and prediction
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22
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3036
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October 7, 2021
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How to perform PinSAGE prediction on new nodes
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9
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2534
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August 16, 2023
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In the RGCN forward function. when the second graphConv function is applied, the 'h' suddenly becomes a zero tensor. Not sure why it becomes like this
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13
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2143
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April 23, 2021
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Error while trying to run GraphSAGE train_sampling_unsupervised.py example
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11
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4056
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September 30, 2020
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Edges to include in training of link prediction for heterogeneous graphs
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9
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4253
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October 2, 2020
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Problem when runing R-GCN in parallel
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25
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2619
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October 10, 2020
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Is there built-in function to do edges update?
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11
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3735
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December 18, 2020
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Exporting embeddings for current PinSAGE implementation
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9
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3999
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December 15, 2020
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How to set edge feature in heterogeneous graph?
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10
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3775
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November 8, 2020
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DGLError: Caught DGLError in DataLoader worker process 0
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12
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3447
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December 26, 2021
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