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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.

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  1. Mathepia.jl Mathepia.jl Public

    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. MathepiaPrograms MathepiaPrograms Public

    Resources about projects on mathematical biology.

    JavaScript

  3. MathepiaInference.jl MathepiaInference.jl Public

    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.jl MathepiaData.jl Public

    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.jl MathepiaOptimal.jl Public

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

    Julia

  6. MathepiaModels.jl MathepiaModels.jl Public

    Forked from JuliaEpi/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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