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  1. multi-task-learning-example multi-task-learning-example Public

    A multi-task learning example for the paper https://arxiv.org/abs/1705.07115

    Jupyter Notebook 838 205

  2. DropoutUncertaintyExps DropoutUncertaintyExps Public

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

    Python 548 122

  3. BayesianRNN BayesianRNN Public

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

    Lua 375 76

  4. ConcreteDropout ConcreteDropout Public

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

    Jupyter Notebook 245 68

  5. DropoutUncertaintyCaffeModels DropoutUncertaintyCaffeModels Public

    Dropout As A Bayesian Approximation: Code

    Shell 199 42

  6. HeteroscedasticDropoutUncertainty HeteroscedasticDropoutUncertainty Public

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

    JavaScript 139 29