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Popular repositories

  1. BayesianRNN

    Code for the paper "A Theoretically Grounded Application of Dropout in Recurrent Neural Networks"

    Lua 271 61

  2. DropoutUncertaintyExps

    Experiments used in "Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning"

    Python 130 31

  3. DropoutUncertaintyCaffeModels

    Dropout As A Bayesian Approximation: Code

    Shell 116 33

  4. ConcreteDropout

    Code for Concrete Dropout as presented in https://arxiv.org/abs/1705.07832

    Jupyter Notebook 108 30

  5. DropoutUncertaintyDemos

    What My Deep Model Doesn't Know...

    JavaScript 68 16

  6. HeteroscedasticDropoutUncertainty

    Demos demonstrating the difference between homoscedastic and heteroscedastic regression with dropout uncertainty.

    JavaScript 66 20

8 contributions in the last year

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September 2018

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August 2018

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