Giter Site home page Giter Site logo

Julia Epi's Projects

individual.jl icon individual.jl

Tools to specify and simulate individual based models, using applied category theory

mathepia.jl icon mathepia.jl

Spatial and temporal epidemiology data mining flow tools including data processing and analysis, model setup and simulation, inference and evaluation. Focusing on state-of-the-art methods such as universal differential equations, epidemiology-informed deep learning methods.

mathepiadata.jl icon mathepiadata.jl

Spatial and temporal data preprocessing and analysis tools including missing value handling, outlier detection, data smoothing, interpolate, time-series analysis, data visualization, and so on. It is part of Mathepia.jl

mathepiainference.jl icon mathepiainference.jl

Bayesian inference tools. Including state-of-the-art inference methods: HMC family, ABC family, Data assimilation, and so on. Part of Mathepia.jl

mathepiamodels.jl icon mathepiamodels.jl

Epidemic spatial and temporal model setup and simulation. Focusing on state of the art epidemiology models such as universal differential equations, epidemiology-informed deep learning models. Part of Mathepia.jl

mathepiaoptimal.jl icon mathepiaoptimal.jl

Optimization, optimal control and optimal transport tools for spatial and temporal data mining. Part of Mathepia.jl

mathepideeplearning icon mathepideeplearning

Awesome-spatial-temporal-data-mining-packages. Julia and Python resources on spatial and temporal data mining. Mathematical epidemiology as an application. Most about package information. Data Sources Links and Epidemic Repos are also included. Keep updating.

mmcacovid19.jl icon mmcacovid19.jl

Microscopic Markov Chain Approach to model the spreading of COVID-19

model-runner icon model-runner

Service for running epidemiological models and storing their output

modelinginfectiousdiseases.jl icon modelinginfectiousdiseases.jl

Julia versions of the programmes from Keeling, M.J. and Rohani, P., *Modeling Infectious Diseases in Humans and Animals*. The code is being developed as a learning exercise. It is not associated with the authors or publishers of the book, and is saved here in 'as is' form.

monkeypox_heavytail icon monkeypox_heavytail

Underlying code for Endo et al. "Heavy-tailed sexual contact networks and the epidemiology of monkeypox outbreak in non-endemic regions, May 2022."

networkepidemics.jl icon networkepidemics.jl

A Small package for simulating epidemic spreading on networks, including a generic Gillespie algorithm and Mean Field Approximations

outbreaker2 icon outbreaker2

Disease outbreak reconstruction from epidemiological and genetic data

pathogen.jl icon pathogen.jl

Simulation, visualization, and inference tools for modelling the spread of infectious diseases with Julia

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.