# STGCN-PyTorch

**Repository Path**: wb_zuo/STGCN-PyTorch

## Basic Information

- **Project Name**: STGCN-PyTorch
- **Description**: No description available
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-04-23
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# STGCN-PyTorch

## Paper & Official Implementation

[Yu, B., Yin, H., & Zhu, Z. (2017). Spatio-temporal graph convolutional networks: A deep learning framework for traffic forecasting. *arXiv preprint arXiv:1709.04875*.](https://arxiv.org/pdf/1709.04875.pdf)

[TF1 by VeritasYin](https://github.com/VeritasYin/STGCN_IJCAI-18)

## Alternative Implementations

[MXNet by Davidham3](https://github.com/Davidham3/STGCN)

[PyTorch by FelixOpolka](https://github.com/FelixOpolka/STGCN-PyTorch)

## Results

| Model       |       | PeMSD7(M) 15min |       |
| ----------- | ----- | --------------- | ----- |
|             | MAE   | MAPE(%)         | RMSE  |
| STGCN(Cheb) | 2.212 | 5.184           | 3.971 |