j1o2h3n / STSGCN

PyTorch implementation of Spatial-Temporal Synchronous Graph Convolutional Networks

Geek Repo:Geek Repo

Github PK Tool:Github PK Tool

STSGCN

PyTorch implementation of Spatial-Temporal Synchronous Graph Convolutional Networks (STSGCN) in the following AAAI2020 paper "Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting".

『Code v1.0 version completed.....』

The completion time is relatively short, and the dataset only uses PEMS08. You are welcome to point out the code error in the comment area.

You can refer to the mxnet code provided by the author of the original paper.

Requirements

  • python 3
  • numpy
  • torch

Train Commands

python train.py

About

PyTorch implementation of Spatial-Temporal Synchronous Graph Convolutional Networks


Languages

Language:Python 100.0%