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I am trying to use GloVe embeddings to train a rnn model based on this article. I have a labeled da… Read more Rnn Model Predicting Only One Class?

here is my code ... look_back = 20 train_size = int(len(data) * 0.80) test_size = len(data) - train… Read more Is This Correctly Work On Predict Next Value In Keras?

Or, more specific: what is the difference between ConvLSTM2D and ConvLSTM2DCell? What is the diffe… Read more What Is A "cell Class" In Keras?

Do RNNs learn different dependency patterns when the input is batch-major as opposed to time-major?… Read more Batch-major Vs Time-major Lstm

Using LSTMCell i trained a model to do text generation . I started the tensorflow session and save… Read more Keyerror : The Tensor Variable , Refer To The Tensor Which Does Not Exists

For a model that I intend to spontaneously generate sequences I find that training it sample by sam… Read more On Training Lstms Efficiently But Well, Parallelism Vs Training Regime

I want to build an LSTM network with 3 Layers. Here's the code: num_layers=3 time_steps=10 num_… Read more Multirnn And Static_rnn Error: Dimensions Must Be Equal, But Are 256 And 129

I am working on a regression problem where I feed a set of spectograms to CNN + LSTM - architecture… Read more Building Cnn + Lstm In Keras For A Regression Problem. What Are Proper Shapes?