Graph-WaveNet

Graph-WaveNet copied to clipboard

question about padding

4

Thanks for your wonderful code! I am confused that why you use nn.functional.pad() on training and eval input but not on test input. Can you explain the reason?

CircularRuins

gated TCN中一个用的是Conv-2d，一个用的是Conv-1d，是出于什么考虑呢

4

 你好，我想向您请教一个代码里的细节问题，谢谢 为何在实现gated TCN中一个用的是Conv-2d，一个用的是Conv-1d，是出于什么考虑呢？谢谢

QiuCB

I need some help! Expected 2D (unbatched) or 3D (batched) input to conv1d

12

Traceback (most recent call last): File "C:\Users\Administrator\Desktop\Graph-WaveNet-master\train.py", line 177, in main() File "C:\Users\Administrator\Desktop\Graph-WaveNet-master\train.py", line 87, in main metrics = engine.train(trainx, trainy[:,0,:,:]) File "C:\Users\Administrator\Desktop\Graph-WaveNet-master\engine.py", line 17, in train output = self.model(input)...

StevDL-gif

Some confusion about the use of conv1d function in the gwnet class

3

Hello, Thank you for sharing the code of Graph WaveNet. I have some confusion about the conv1d function using in your code. Why use conv1d in gate_convs and how to...

lx-eotk

Printing of results

4

Hi, Currently I'm working on the Graph-WaveNet code with my own dataset (predicting the amount of patients occupying a bed in a hospital). There is one thing I don't fully...

annelorejp

Can this code yields future predictions

1

kuileilei

Why output dimension is only select the first?

3

The code `metrics = engine.train(trainx, trainy[:, 0, :, :])` in line84 of `train.py` seems only predict one dimension of total D dimension. But the paper wrote the output dimension is...

kingofkill

RuntimeError: size of dimension does not match previous size, operand 1, dim 0.

1

I don't konw how to solve this problem,>

hahaha12379

WaveNet is a very good paper for ST prediction, recently I take some experiments about the adaptive adj matrix. However, I found the adaptive matrix learned by the GWN model...

HuangLongji

Question

9

AttributeError: 'NoneType' object has no attribute 'seek'.You can only torch.load from a file that is seekable. Please pre-load the data into a buffer like io.BytesIO and try to load from...

LAN0206