markovian-epidemic-processes

There are 0 repository 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
reinforcement-learning reinforcement-learning-excercises reinforcement-learning-analysis multi-armed-bandits multiarm-bandit markovian-epidemic-processes mdps ucb ucb1 kl-divergence epsilon-greedy thompson-sampling linear-programming howards-pi policy-iteration policy-evaluation batch-switching randomised-algorithms randomized-policy-iteration
Language:Python 17
wcota / dynSIS-networkx
Networkx implementation of the SIS epidemic model for large and heterogeneous networks
complex-networks computational-physics epidemics gillespie-algorithm markovian-epidemic-processes markovian-processes networkx stochastic-processes stochastic-simulation-algorithm
Language:Python 16
wcota / dynSIS
Implementation of SIS epidemic model for large and heterogeneous networks using Fortran.
complex-networks computational-physics epidemics fortran gillespie-algorithm markovian-epidemic-processes markovian-processes networkx stochastic-processes stochastic-simulation-algorithm
Language:Fortran 9
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.
machine-learning markov-chains markovian-epidemic-processes sir zika
Language:Jupyter Notebook 3
wcota / dynSIS-py
Implementation of SIS epidemic model for large and heterogeneous networks
complex-networks computational-physics epidemics gillespie-algorithm markovian-epidemic-processes markovian-processes networkx stochastic-processes stochastic-simulation-algorithm
Language:Python 2
Ethan-CS / Equations
Program to find number of differential equations needed to express an SIR(P) network exactly.
differential-equations disease-modeling infectious-diseases sir-model markovian-epidemic-processes dynamical-systems
Language:Java 1
wcota / dynSIS-GA
Implementation of SIS epidemic model with a Gillespie Algorithm - NOT optimized
complex-networks computational-physics epidemics markovian-epidemic-processes markovian-processes networkx stochastic-processes stochastic-simulation-algorithm
Language:Fortran 0

markovian-epidemic-processes

akshaykhadse / reinforcement-learning

wcota / dynSIS-networkx

wcota / dynSIS

danielhanchen / Markovian_SIR_Deaths_Model

wcota / dynSIS-py

Ethan-CS / Equations

wcota / dynSIS-GA