STDN
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tangxianfeng
Code for our Spatiotemporal Dynamic Network
Trying to replicate this work from the raw data stage but not sure exactly how the data was processed. In the paper, it is stated that New York City was...
Hi. It works saving models but I can't load saved models. I passed attention for custom objects like following. model = keras.models.load_model('hdf5s/stdn20220520002211.hdf5', custom_objects={'Attention':attention.Attention}) but got error like this ValueError: You...
Hello, I am doing some cases about bike sharing system. This model really inspires me. But I have some questions, how do your calculate your volume, when I use city...
Hi~ Do you get your original dataset from https://www1.nyc.gov/site/tlc/about/tlc-trip-record-data.page? I can only find the Taxi Zone ID in which the taximeter was engaged and disengaged, but not the latitude and...
When I loaded the data (data.zip) I found that the shape of the flow was strange: Volume train shape: (1920, 10, 20, 2) Volume test shape: (960, 10, 20, 2)...
Hi. In your paper you said that "we filter the samples with volume values less than 10, which a common practice used in industry and academy (Yao et al. 2018)....
Is the paper STDN accepted in KDD 2018? I can't find the name in accepted paper list. Could you let me know the link?
Hello！I have already read your paper and tried to run your code. But I got a wired problem here. When I tried to run this code on my CPU server(CentOS...
I can't find weather and event data. I want to reproduce your results. Thanks.