markovian-epidemic-processes

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wcota / dynSIS-networkx

Networkx implementation of the SIS epidemic model for large and heterogeneous networks

networkx computational-physics complex-networks epidemics stochastic-processes stochastic-simulation-algorithm markovian-epidemic-processes gillespie-algorithm markovian-processes

Updated Aug 12, 2023
Python

akshaykhadse / reinforcement-learning

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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 linear-programming thompson-sampling epsilon-greedy ucb policy-evaluation mdps multi-armed-bandits policy-iteration randomised-algorithms reinforcement-learning-excercises kl-divergence markovian-epidemic-processes reinforcement-learning-analysis multiarm-bandit ucb1 howards-pi batch-switching randomized-policy-iteration

Updated May 21, 2018
Python

wcota / dynSIS

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Implementation of SIS epidemic model for large and heterogeneous networks using Fortran.

fortran networkx computational-physics complex-networks epidemics stochastic-processes stochastic-simulation-algorithm markovian-epidemic-processes gillespie-algorithm markovian-processes

Updated Sep 15, 2024
Fortran

danielhanchen / Markovian_SIR_Deaths_Model

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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 wa…

machine-learning markov-chains sir zika markovian-epidemic-processes