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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 871 201

  2. DropoutUncertaintyExps DropoutUncertaintyExps Public

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

    Python 581 124

  3. BayesianRNN BayesianRNN Public

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

    Lua 377 75

  4. ConcreteDropout ConcreteDropout Public

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

    Jupyter Notebook 251 67

  5. DropoutUncertaintyCaffeModels DropoutUncertaintyCaffeModels Public

    Dropout As A Bayesian Approximation: Code

    Shell 204 42

  6. HeteroscedasticDropoutUncertainty HeteroscedasticDropoutUncertainty Public

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

    JavaScript 140 29