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aptx1231 avatar aptx1231 commented on August 11, 2024

Hello, the CCRNN model can be used for several sensor-based traffic data sets such as METR_LA, PEMS_BAY, PEMSD3/4/7/8, and it is also suitable for traffic datasets calculated from trajectories such as NYCTAXI_DYNA.

In fact, the CCRNN model is also suitable for grid datasets like NYCTAXI_GRID, TAXIBJ, T_DRIVE, but you need to make simple modifications. That is, modify the file libcity/data/dataset/traffic_state_grid_dataset.py to make the CCRNNDataset inherit TrafficStateGridDataset instead of the current TrafficStatePointDataset.

You mentioned a list to introduce which dataset is suitable for the corresponding task. We think this is a good suggestion. We will add it to our document within 1~2 days, and we will remind you here when we are done.

Thank you for your suggestion!

from bigscity-libcity.

aptx1231 avatar aptx1231 commented on August 11, 2024

Hi, we have released the correspondence between datasets and tasks at here. If you have any questions, please feel free to contact us!

from bigscity-libcity.

lmx88460725 avatar lmx88460725 commented on August 11, 2024

Thanks for your kind reply!

from bigscity-libcity.

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