markovian-epidemic-processes
There are 7 repositories under markovian-epidemic-processes topic.
akshaykhadse/reinforcement-learning
Implementations of basic concepts dealt under the Reinforcement Learning umbrella. This project is collection of assignments in CS747: Foundations of Intelligent and Learning Agents (Autumn 2017) at IIT Bombay
wcota/dynSIS-networkx
Networkx implementation of the SIS epidemic model for large and heterogeneous networks
wcota/dynSIS
Implementation of SIS epidemic model for large and heterogeneous networks using Fortran.
danielhanchen/Markovian_SIR_Deaths_Model
I noticed that traditional methods to predict a disease outbreak was by performing sentiment analysis on Twitter posts and Google Search terms. Unfortunately, these methods were inadequate, as Twitter and Google is not popular in all countries. So, I created a system to model and predict outbreaks without the need for social media. The system was able to update the probabilities of a virus from spreading from A to B in real time, and I plan to release it to the public next year. I also used Machine Learning and Deep Learning to predict larger long-term virus trends with Google Trends, and this acted as a validator for the MSIRD model.
wcota/dynSIS-py
Implementation of SIS epidemic model for large and heterogeneous networks
Ethan-CS/Equations
Program to find number of differential equations needed to express an SIR(P) network exactly.
wcota/dynSIS-GA
Implementation of SIS epidemic model with a Gillespie Algorithm - NOT optimized