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Showing posts with the label Lstm

How To Handle Lstms With Many Features In Python?

I have a binary classification problem. I use the following keras model to do my classification. in… Read more How To Handle Lstms With Many Features In Python?

Cnn-lstm Timeseries Input For Timedistributed Layer

I created a CNN-LSTM for survival prediction of web sessions, my training data looks as follows: pr… Read more Cnn-lstm Timeseries Input For Timedistributed Layer

How To Deal With Batches With Variable-length Sequences In Tensorflow?

I was trying to use an RNN (specifically, LSTM) for sequence prediction. However, I ran into an iss… Read more How To Deal With Batches With Variable-length Sequences In Tensorflow?

Lstm Inputs For Tensorflow

I'm trying to create an LSTM network in Tensorflow and I'm lost in terminology/basics. I ha… Read more Lstm Inputs For Tensorflow

Using Conv1d “error When Checking Input: Expected Conv1d_input To Have 3 Dimensions, But Got Array With Shape (213412, 36)”

My input is simply a csv file with 237124 rows and 37 columns : The first 36 columns as features … Read more Using Conv1d “error When Checking Input: Expected Conv1d_input To Have 3 Dimensions, But Got Array With Shape (213412, 36)”

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

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?

Is This Correctly Work On Predict Next Value In Keras?

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?