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epidemic-simulations

Models of SEIRS epidemic dynamics with extensions, including network-structured populations, testing, contact tracing, and social distancing.

Python
667
2 年前

PyRoss: inference, forecasts, and optimised control of epidemiological models in Python. github.com/rajeshrinet/pyross

Jupyter Notebook
167
8 个月前

CovsirPhy: Python library for COVID-19 analysis with phase-dependent SIR-derived ODE models.

Python
110
6 天前

COVID-ABS: An Agent-Based Model of COVID-19 Epidemic to Simulate Health and Economic Effects of Social Distancing Interventions

Python
86
3 年前

An interactive inspired by 3Blue1Brown's 'Simulating an Epidemic' video.

HTML
60
3 年前

A HTML/JavaScript simulator for an epidemc on a population

JavaScript
23
5 年前

Epidemic simulation for MATSim

Java
23
19 天前

Javascript implementation of an epidemic SIR model

JavaScript
21
8 年前

A crude simulation of an epidemic in Python with pygame visualization

Python
20
8 个月前

distributed pandemics simulator, uses the power of spark to generate huge bulks of contact-tracing data.

Jupyter Notebook
17
4 年前

Episimmer is an Epidemic Simulation Framework for Decision Support. It is a highly flexible system that can be easily configured to help take decisions during an epidemic in closed communities like university campuses and gated communities.

Jupyter Notebook
16
2 个月前

Stochastic SIR models; adding age-structures and social contact data for the spread of covid-19. Lattice model for identifying and isolating hotspots. This has been further developed into a network(graph) of multiple clusters(lattices) and tracing the infection in such a population.

Jupyter Notebook
15
4 年前
Python
14
21 天前

A fast and scalable CUDA implementation to conduct highly parallelized evolutionary tests on large scale genomic data.

Cuda
13
11 天前

Based on Simulating an Epidemic by 3Blue1Brown, this interactive simulation lets the user explore their ideas experimentally and quantitatively in a limited fashion, and to understand the drastic effects minor changes in behaviour can have in our fight against any disease.

JavaScript
12
4 年前

Library for epidemics on hypergraphs

Python
12
1 年前

Matlab Simulator of Continuous-time Multi-type Branching Processes in Random Environment. (UPDATE: includes examples for modelling the coronavirus epidemics (COVID-19, SARS-CoV-2)))

MATLAB
9
1 年前

A library of published compartmental epidemic models, and classes to represent demographic structure, non-pharmaceutical interventions, and vaccination regimes, to compose epidemic scenarios.

R
8
12 天前