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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?

I am stuck on the trying to tune hyperparameters for LSTM via RandomizedSearchCV. My code is below:… Read more Gridsearchcv/randomizedsearchcv With Lstm

I'm facing this error when running my code with 3 lstm layers. Not sure how to fix it. Can anyo… Read more Tensorflow Valueerror: Shapes (?, 1) And (?,) Are Incompatible

I am slightly confused on the different ways to apply dropout to my Sequential model in Keras. My m… Read more Does Applying A Dropout Layer After The Embedding Layer Have The Same Effect As Applying The Dropout Through The Lstm Dropout Parameter?

I am trying to make an AutoEncoder and am stuck at the above error. Looking at other posts with thi… Read more Can Not Squeeze Dim[1], Expected A Dimension Of 1, Got 499

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'm a bit new to Keras and deep learning. I'm currently trying to replicate this paper but … Read more Typeerror When Trying To Create A Blstm Network In Keras

Here is the code that I am trying to run: y = Df[['label']] y_train = np.column_stack((y_… Read more Error When Checking Target: Expected Dense_2 To Have 2 Dimensions, But Got Array With Shape (1, 1226, 2)