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probabilistic-machine-learning

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JuliaEpi / MathEpiDeepLearning

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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

Ellie190 / BCNN-for-Ocular-Disease-Classification

Star 7

A Bayesian Convolutional Neural Network model for classifying Cataract in Ocular Disease with measurements of uncertainty

opencv machine-learning tensorflow keras bayesian-methods classification image-classification convolutional-neural-networks uncertainty-quantification tensorflow-probability uncertainty-visualisation probabilistic-machine-learning bayesian-probabilistic-models
  • Updated Jun 15, 2022
  • Jupyter Notebook

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