wengwenchao123/rgdan

[Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction

rgdan's Issues

Can we experiment RGDAN on PEMS04 dataset?

Dear Weng,

I notice that RGDAN is experimented on METRLA and PEMSBAY where the SE file in both datasets is needed during the training. Then an idea comes to me: can we experiment RGDAN on other dataset like PEMS04? Such dataset does not contain SE file.

Best wishes!

How to apply the dataset to different models?

Hi, there!

I would like to appreciate it for your opening source code. I'm very interested in your work! I noticed that you have experimented so many other models with prediction steps 3, 6, 12 in METR-LA and PEMS-BAY. How did you apply those two datasets to other models with such prediction steps? I tried some work but failed.

Best wishes!

Spatial embedding data and Node2vec hyperparameters

In Line 82 in utils.py, the spatial embedding, i.e., the Node2vec embedding, I suppose, is loaded from the directory data/SE.
However, this directory is not contained in the data folder.
Further, I cannot find any information about which hyperparameters have been used for Node2vec.
It would be nice for reproducibility if you could provide the Node2vec hyperparameters,
and perhaps additionally add the Node2vec embedding to the data directory.

Thank you!