easysam / STGNN

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STGNN

The pytorch implementation of Traffic Flow Prediction via Spatial Temporal Graph Neural Network

Dependencies

pandas=1.0.5, torch, tqdm, pytables
commands to install the above packages:
conda install pandas=1.0.5 tqdm pytables
conda install pytorch torchvision torchaudio cudatoolkit=11.1 -c pytorch -c conda-forge

Problem

input: 12 sampling (sampling frequency: 5 min), i.e., 1 hour
forecasting horizon: 12, i.e., 1 hour

Method Details

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Language:Python 100.0%