# ST-ResNet-Pytorch

**Repository Path**: lytlm1994/ST-ResNet-Pytorch

## Basic Information

- **Project Name**: ST-ResNet-Pytorch
- **Description**: 百度网盘/daipao
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 2
- **Forks**: 0
- **Created**: 2020-12-13
- **Last Updated**: 2025-03-13

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# ST-ResNet in PyTorch

 Demo code snippets (with dataset BikeNYC) of Deep Spatio-Temporal Residual Networks (ST-ResNet) from the paper ["Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction"](https://arxiv.org/abs/1610.00081). 


## Prerequisites

* Python 3.6
* Pytorch 1.0

## Usage
	This is only demo code snippets for reference.

## Reference

Zhang, Junbo, Yu Zheng, and Dekang Qi. "Deep Spatio-Temporal Residual Networks for Citywide Crowd Flows Prediction." AAAI. 2017. [https://arxiv.org/pdf/1610.00081.pdf](https://arxiv.org/pdf/1610.00081.pdf)

## Refered implementations

Keras: https://github.com/lucktroy/DeepST

Tensorflow: https://github.com/snehasinghania/STResNet