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I have the following simplified code (actually, unrolled LSTM model): def func(a, b): with tf.v… Read more Avoiding Duplicating Graph In Tensorflow (lstm Model)

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?

I have run a Keras LSTM demo containing the following code (after line 166): m = 1 model=Sequential… Read more Keras: Understanding The Number Of Trainable Lstm Parameters

I'm trying to solve the following problem: I have time series data from a number of devices. e… Read more Understanding The Structure Of My Lstm Model

I’m getting the following error: RuntimeError: input must have 3 dimensions, got 2 I have a singl… Read more Rnn - Runtimeerror: Input Must Have 3 Dimensions, Got 2

I am confused on how to predict future results with a time series multivariate LSTM model. I am try… Read more Predicting Future Values In A Multivariate Time Forecasting Lstm Model

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

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