Machine Learning aided Epidemiology: COVID-19 Global quarantine strength and Covid spread parameter evolution
The quarantine strength function and the effective reproduction variation in several countries is estimated. The method followed is based on augmentation of the standard SIR epidemiological model with machine learning. Our model is universally applicable making it a flexible and powerful tool to analyze and compare the efficacy of government measures in curtailing virus spread in different countries.
The regions for which our code is applied currently is shown in the above boxes. Alternatively, these regions can also be clicked on the map below to visualize the results.
Code and Data
The basic code is uploaded here. The code uses the method of universal ODE's developed here.