Popular repositories

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 833 202

2. DropoutUncertaintyExps DropoutUncertaintyExps Public

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

   Python 534 119

3. BayesianRNN BayesianRNN Public

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

   Lua 375 78

4. ConcreteDropout ConcreteDropout Public

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

   Jupyter Notebook 240 67

5. DropoutUncertaintyCaffeModels DropoutUncertaintyCaffeModels Public

   Dropout As A Bayesian Approximation: Code

   Shell 198 41

6. HeteroscedasticDropoutUncertainty HeteroscedasticDropoutUncertainty Public

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

   JavaScript 134 28