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Traffic Prediction
Traffic Prediction is a task that involves forecasting traffic conditions, such as the volume of vehicles and travel time, in a specific area or along a particular road. This task is important for optimizing transportation systems and reducing traffic congestion.
<span style="color:grey; opacity: 0.6">( Image credit: BaiduTraffic )</span>
데이터셋
35개METR-LAPeMS07PEMS-BAYPeMS08PeMSD4PeMSD8PeMS04EXPY-TKYPeMSD7PeMSD7(M)LargeSTNE-BJPeMSD3PeMSD7(L)BJTaxiNYCTaxiPeMS-MSZ-TaxiNYCBike1NYCBike2METR-LA Point MissingPEMS-BAY Point MissingBeijing TrafficHZME(inflow)HZME(outflow)PeMSD4 (10 days' training data, 15min)PeMSD4 (10 days' training data, 30min)PeMSD4 (10 days' training data, 60min)PeMSD7 (10 days' training data, 15min)PeMSD7 (10 days' training data, 30min)