STSGCN
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Davidham3
AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting
about result
come again~ I have run your data on my model, but the result is unbelievable. I almost get the same result with the model graph wavenet on public dataset metr-la....
I'd appreciated if you could provide sensors' locations of PEMS, 03, 04, 07, 08
Only the relative distance between sensors is available from the csv file. How to obtain the location of sensors?
I'm wondering what's the reason that you recursively set the input_length (time steps) in each STSGC layer to minus 2. Does that mean you set T=12 in the first layer,...
i saw one features in PEMS 03 but 08 has three features.
Hi, I am unable to access baidu. Is your dataset hosted anywhere else? Thank you.
Hello, I'd like to know if you tested once your model on METR-BAY and METR-LA? From my side, your model shows incredibly bad results on the 2 datasets. For instance,...
# (B, N, C') data = mx.sym.Activation( mx.sym.FullyConnected( data, flatten=False, num_hidden=num_of_filters ), 'relu' ) 这里的 num_of_filters 显然不是 C （特征）维度的长度？
Thank you for your opening code. In utils.py construct_adj method, I found that you fill a same matrix in the diagnoal: ` for i in range(steps): adj[i * N: (i...
您好： 我安装了mxnet-cu101==1.5.1，在运行的时候总会出现下面的问题： terminate called after throwing an instance of 'dmlc::Error' terminate called recursively what(): [10:39:57] /home/travis/build/dmlc/mxnet-distro/mxnet-build/3rdparty/mshadow/mshadow/./stream_gpu-inl.h:115: Check failed: err == CUBLAS_STATUS_SUCCESS (1 vs. 0) : Create cublas handle failed Stack...
