Comments (2)
Update:
I realized the code supports existing negative edges if already given in split_dict.
Also if I want to incorporate my edge features (list of vectors) into training do I add it in this line?
Line 170 in ea01ef5
I didn't see anywhere else where edge_attr (features) is used.
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Hello ercz16,
"the code supports existing negative edges if already given in split_dict." Yes, then no negative edge sampling is needed.
"does this implementation keep node embeddings limited to the training data and not used again in test data to possibly prevent data leakage?" Could you please provide more details on it? Currently, our model produces new node embeddings in each forward process as long as you do not use --train_node_embedding
option.
"if I want to incorporate my edge features (list of vectors) into training do I add it in this line", Yes. You can change the model here to some models that can take edge feature as input. Like GINE https://pytorch-geometric.readthedocs.io/en/latest/generated/torch_geometric.nn.conv.GINEConv.html#torch_geometric.nn.conv.GINEConv
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Related Issues (20)
- Test with custom dataset HOT 1
- Issues with heuristic methods, i.e., CN and AA HOT 2
- How to reduce training time cost? HOT 5
- Requesting command line arguments needed for reproducing OGBL leaderboard results HOT 3
- Question regarding `use_edge_weight` parameter for training `ogbl-ddi` and `ogbl-ppa` HOT 2
- A clarification on SEALβs underlying GNN engine HOT 6
- Regarding the question of changing the output link score to link probability. HOT 4
- Tensor size mismatch error when dynamic options are used HOT 5
- can you teach me how to predict link in graphs? HOT 2
- Query regarding `--use_valedges_as_input` HOT 2
- Regarding SEAL's performance on Cora, Citeseer and Pubmed HOT 4
- Issues about heuristic methods,CN and AA,in PPA and DDI HOT 2
- evaluation on citation2
- dataset = PygLinkPropPredDataset(name=args.dataset) HOT 3
- the reason of using 'mod' HOT 3
- [BUG] get_pos_neg_edges neglects negative edges in ogbl datasets HOT 2
- add_self_loops before sampling negative edges HOT 1
- command with RuntimeError HOT 2
- Update Requirements section
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