Skip to content

Spatial-Temporal Graph Convolutional Neural Network with LSTM layers

Notifications You must be signed in to change notification settings

ant-agafonov/stgcn-lstm

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

STGCN-LSTM

Hybrid Spatial-Temporal Graph Convolutional Network with LSTM layers model architecture

Requirements

Tested in the following environment

  • python 3.8
  • keras 2.4.3
  • tensorflow 2.3.0

Usage

To train the model, existed configuration files can be used. Train / validate model on PEMS04 dataset:

python main.py --config config/PEMSD7M_STGCN.conf --force True

About

Spatial-Temporal Graph Convolutional Neural Network with LSTM layers

Topics

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages