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JuliaEpi / MathEpiDeepLearning

Star 29

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.

data-science machine-learning statistics deep-learning time-series julia data-analysis bayesian-inference mathematical-biology time-series-analysis bayesian-deep-learning data-driven-model scientific-machine-learning neural-differential-equations covid19-data probabilistic-machine-learning universal-differential-equations mathematical-epidemiology epidemiological-models physics-informed-neural-networks
  • Updated Aug 13, 2022
  • JavaScript

Mathepia / awesome-sciml

Star 9

Awesome-spatial-temporal-scientific-machine-learning-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.

data-science machine-learning deep-learning time-series julia scientific-computing probabilistic-programming bayesian-inference mathematical-biology bayesian-deep-learning neural-ode scientific-machine-learning probabilistic-machine-learning pinns universal-differential-equations mathematical-epidemiology physics-informed-neural-networks
  • Updated Dec 3, 2022
  • JavaScript

JuliaEpi / Mathepia.jl

Star 4

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.

data-science time-series julia bayesian-inference mathematical-biology time-series-analysis scientific-machine-learning universal-differential-equations mathematical-epidemiology physics-informed-neural-networks probablistic-machine-learning
  • Updated Jul 30, 2022
  • Julia

Song921012 / MathEpiDeepLearningTutorial

Star 3

Tutorials on math epidemiology and epidemiology informed deep learning methods

data-science machine-learning statistics deep-learning time-series julia data-analysis bayesian-inference mathematical-biology bayesian-deep-learning data-driven-model scientific-machine-learning neural-differential-equations probabilistic-machine-learning universal-differential-equations mathematical-epidemiology epidemiological-models physics-informed-neural-networks
  • Updated Nov 27, 2023
  • Julia

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