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@Mathepia

Mathematical Epidemiology and Deep Learning

Mathematical Epidemiology Data Mining Organization. Data preprocessing and analysis, model simulation and inference, epidemiology informed deep learning tools.

Offical Document All in One

Mathepia Ecosystem Office Site

Mathepia Programs

Mathepia Projects describes different directions in Mathematical Epidemiology

Mathepia Tutorial

Include Courses on Mathematical epidemiology

Mathepia/MathepiaTutorial

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  1. Mathepia.jlMathepia.jlPublic

    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 u…

    Julia

  2. MathepiaProgramsMathepiaProgramsPublic

    Resources about projects on mathematical biology.

    JavaScript

  3. MathepiaInference.jlMathepiaInference.jlPublic

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

    Julia

  4. MathepiaData.jlMathepiaData.jlPublic

    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…

    Julia

  5. MathepiaOptimal.jlMathepiaOptimal.jlPublic

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

    Julia 1

  6. MathepiaModels.jlMathepiaModels.jlPublic

    Forked fromJuliaEpi/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…

    Julia

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