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

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Hi, I am attempting to run the Examples/sentiment_lstm_regression.py however I am running into some issues: it keeps failing on the initialization of the predict_stochastic function in the first callback of...

I notice in your readme it states the Variational Dropout algorithm has been implemented in Keras’ RNN library. I want to verify that it is implemented exactly as described in...

Hi Yarin, Could I ask which version of TF/keras you used to run this? I am having problems running it with tensorflow=0.11.0 and keras 1.1.2. I see the following error...

Fix issue #1 by updating the sentiment LSTM in the Example folder to use the latest Keras API. Uses the Theano backend to fix self._predict_stochastic. Can be tested by inserting...