zhkai/MTSF-DG

Time Series Forecasting with Dynamic Graph Modeling

MTSF-DG

Here is the code for the paper 'Multiple Time Series Forecasting with Dynamic Graph Modeling'.

The data process and data loader are under '/lib/', and the MTSF-DG method is under '/model/'.

Datasets

Download datasets from 'https://github.com/zhkai/MTSF-DG/releases'.

Move train/test/val to '/data/METR-LA/'.

Environment

• Python 3.6
• tensorflow 1.14.0
• pytorch 1.2.0

Runing

run with 'python main.py --config_filename=data/model/GMSDR_LA.yaml'