Skip to content

BruceBinBoxing/ST-ResNet-Pytorch

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

3 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

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".

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

Refered implementations

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

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

About

Code snippets of ST-ResNet by PyTorch

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages