Use
python sir-modeling.py
to generate beta and gamma values optimally fitted to data from real life in console, and US.png in the directory of the script.
Original code by Lewuathe (https://github.com/Lewuathe/COVID19-SIR)
Data provided by Johns Hopkins Whiting School of Engineering (here)