SIRD

Susceptible-Infectious-Recovered-Deceased model (SIRD)

Dataset

Dataset for this repository can be downloaded here. You must download data and preprocess the data for the model. Dataset for the model should be under \dataset\country_name.

SIRD

$ git clone https://github.com/DVL-Sejong/SIRD.git
$ cd SIRD
$ python main.py

• Arguments
  • country: Italy, India, US, China are available
  • y_frames: Number of y frames for generating dataset

Citation

Algorithm for optimizing r0 value is based on this paper:

@article{zhou2020preliminary,
  title={Preliminary prediction of the basic reproduction number of the Wuhan novel coronavirus 2019-nCoV},
  author={Zhou, Tao and Liu, Quanhui and Yang, Zimo and Liao, Jingyi and Yang, Kexin and Bai, Wei and Lu, Xin and Zhang, Wei},
  journal={Journal of Evidence-Based Medicine},
  volume={13},
  number={1},
  pages={3--7},
  year={2020},
  publisher={Wiley Online Library}
}