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I currently have a (1631160,78) np array as my input to a neural network. I would like to try somet… Read more What Is The Fastest Way To Prepare Data For Rnn With Numpy?

I am trying to implement a lstm model with keras. The problem is that I have data of different shap… Read more Deep Learning (lstm) With Keras And Variable Size Of Inputs

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

my method i thought that the problem from it is history = model.fit_generator(train_generator, epo… Read more Failed To Convert A Numpy Array To A Tensor (unsupported Object Type Dict)

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 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

I got an assignment and stuck with it while going down the rabbit hole of learning PyTorch, LSTM an… Read more Lstm-cnn To Classify Sequences Of Images

I am trying to train a LSTM and in my model I have an exponential learning rate decay and a dropout… Read more Input Contains Nan, Infinity Or A Value Too Large For Dtype('float64') In Tensorflow

I'm training a model to predict the stock price and input data is close price. I use 45 days da… Read more Error When Checking Target: Expected Dense_1 To Have 3 Dimensions, But Got Array With Shape (118, 1)

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

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

I have a similar DataFrame: df = pd.DataFrame([ {'date':'2021-01-15', 'value… Read more Lstm To Forecast Numerical Data By Having Categorical Data As Input

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?