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I want to confirm if the implementation is of inductive learning or transductive learning. From the code it looks like Variable adj_lists contain all the edges in the graph and therefore test edges ar…
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The official implementation of MIA is inductive learning, but GCN is often transductive learning, and the training method is different, how to judge whether it is forgotten? Can you provide the code f…
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I run the following code:
```
# transductive 1-shot 5-way Omniglot.
python -u run_omniglot.py --shots 1 --inner-batch 25 --inner-iters 3 --meta-step 1 --meta-batch 10 --meta-iters 100000 --eval-bat…
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parser.add_argument('--train_aug', default='True', help='perform data augmentation or not during training ') ,请问是这个代码吗?True 是使用full data .False不适用Full data?
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GNN에서 Transductive, Inductive하다가 무슨 뜻인지 이야기해보자
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Hello,
I am wondering how I can import PYG datasets and convert it to the CogDL data format. For example, currently I didn't find CogDL supports Reddit for transductive learning. (I also didn't fin…
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Hello,
I have a question about the transductive setting inside the ModelTrainer class. Please have a look at the following file to understand what I am saying.
**ssdkl/ssdkl/models/train_models.py**…
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Transductive learning is very common, e.g., node classification on Cora, Citeseer, and Pubmed. I intend to analyze the GNN models, e.g., 2-layer GCN, in the NTK regime.
As I have utilize `neural_ta…
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## Title & Topic
- sequence prediction 분야에서의 transduction, transductive learning 개념과 방법론을 알아본다
- transducer로서의 RNN 개념을 파악한다
- transduction에서 파생된 트랜스포머 네트워크 개념을 이해한다
## Upload schedule
- [x]…
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Hi, @rusty1s , thanks for your really great job and wonderful codes!!! I am recently doing some jobs about Graph Representation Learning and I am working on Reddit dataset. It seems you deal with the …