COVID-19 (2019-nCov) has hit not only mainland China but also all over the world. This project is a refined mathematical model of the outbreak of 2019-nCov and prediction.
modified SEIR model:
- take incubation period patients' ability to infect other people into consideration.
- propose a two stage model.
input dat for my research
- data.h5, data_init.h5, data_new.h5
three data files containing number of the infected, suspected, dead and cured people. - raw_data.xlsx
raw data of detailed circumstances in some sample provinces. - detail_dta_store.h5
HDFStore of detailed data - data_construct.py
python file for data construction
python code for research
- SEIR.ipynb
traditional SEIR model - class_SEIR.py
encapsulated SEIR model code - class_SEIR_modified.py
my encapsulated model (modify SEIR) - my_model.ipynb
figure of results, model and mathematical formula.
21 figures in total
my research report