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I am trying to run the following 5 algorithms on my custom dataset (one single graph):
```
- GCNConv
- SAGEConv
- GATConv
- GraphConv
- HyperGraphConv
```
In all cases the task is node cl…
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What is the version of torch-geometric are you using? It seems that there is an error message **AttributeError: module 'torch.nn.parameter' has no attribute 'UninitializedParameter'** when I use versi…
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你好,我这边跑了SR-GNN和GC-SAN模型,和原论文的实验结果相差很大,超参数是相同的,数据集也是一样的。实验结果如下:
===SR-GNN===
best valid result: {'mrr@20': 0.1771, 'precision@20': 0.0261}
test result: {'mrr@20': 0.1752, 'precision@20': 0.0254}
MR…
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## 🚀 Feature
The current RGCN example seems to be too complex. For example, `entity_classify_mp.py` has more than 600 lines of code. We should try simplifying it.
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Hey, I want to use a pretrained model to play around with knowledge distillation from GNN to MLP. So I wrote the code for this. I use the `BA_shapes` dataset with 700 nodes and I import the pretrained…
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Hello,
I'm thinking about a regression task where you take in a pair of graphs and try to predict their similarity score based on the node features and the graph topology.
I'm wondering what th…
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## ❓ Questions and Help
I am running the NMT example on the same dataset with GNN variants:
- GCN
- GGNN
- GraphSage
While the execution runs with GCN, I get Out-of-Memory (OOM) for GGNN an…
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## 📚 Documentation
The new sampling documentation recommends to use dgl.dataloading.pytorch.NodeDataLoader, however NodeDataLoader is not present if using tensorflow backend. Is there a workaround …
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hi,大家好,非常高兴的告诉大家,百度飞桨论文复现赛第六期已经开始了,本次**论文复现赛**共将有100+篇的经典&前沿论文供大家复现,以及新增了**飞桨特色模型挑战赛**,详细信息可以参考[AI Studio](https://aistudio.baidu.com/aistudio/competition/detail/205/0/introduction),大家是否已经迫不及待了呢~
…
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## 🐛 Bug
Hi, I'm running a distirbuted GNN training demo on AWS, but failed and find the process hanging.
## To Reproduce
I set two machines and use the code: https://github.com/dmlc/dgl/blob/m…