Recurrent Graph Evolution Neural Network (ReGENN) for Multiple Multivariate Time-Series Forecasting (MMTS) using Graph Soft Evolution (GSE)
This repository provides the code for the paper Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning, currently under review.
Please clone @gabrielspadon's Virtual Environment by running the following command:
conda env create -f py37.yaml
For detailed information, please run:
python main.py --help
Please cite the following paper:
@Article{Spadon2020:Evolution,
author = "Gabriel Spadon and Shenda Hong and Bruno Brandoli and Stan Matwin and Jose F. Rodrigues-Jr and Jimeng Sun",
title = "Pay Attention to Evolution: Time Series Forecasting with Deep Graph-Evolution Learning",
year = "2020",
eprint = "2008.12833",
primaryClass = "cs.LG",
archivePrefix = "arXiv"
}