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Showing posts with the label Recurrent Neural Network

Rnn Model Predicting Only One Class?

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?

What Is A "cell Class" 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?

Batch-major Vs Time-major Lstm

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

Multirnn And Static_rnn Error: Dimensions Must Be Equal, But Are 256 And 129

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

Understanding The Structure Of My Lstm Model

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

Tensorflow Lstm Error (valueerror: Shapes Must Be Equal Rank, But Are 2 And 1 )

I know this questions have been asked many times but i am kind of new to tensorflow and none of the… Read more Tensorflow Lstm Error (valueerror: Shapes Must Be Equal Rank, But Are 2 And 1 )

Predicting Future Values In A Multivariate Time Forecasting Lstm Model

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

Training A Multi-variate Multi-series Regression Problem With Stateful LSTMs In Keras

I have time series of P processes, each of varying length but all having 5 variables (dimensions). … Read more Training A Multi-variate Multi-series Regression Problem With Stateful LSTMs In Keras