Top "Lstm" questions

Long short-term memory.

What is the intuition of using tanh in LSTM

In LSTM Network (Understanding LSTMs), Why input gate and output gate use tanh? what is the intuition behind this? it …

machine-learning deep-learning lstm recurrent-neural-network activation-function
Tensorflow Data Adapter Error: ValueError: Failed to find data adapter that can handle input

While running a sentdex tutorial script of a cryptocurrency RNN, link here YouTube Tutorial: Cryptocurrency-predicting RNN Model, but have encountered …

python tensorflow keras lstm
How to implement a deep bidirectional LSTM with Keras?

I am trying to implement a LSTM based speech recognizer. So far I could set up bidirectional LSTM (i think …

deep-learning keras lstm
How to get the output shape of a layer in Keras?

I have the following code in Keras (Basically I am modifying this code for my use) and I get this …

python keras lstm recurrent-neural-network
Understanding a simple LSTM pytorch

import torch,ipdb import torch.autograd as autograd import torch.nn as nn import torch.nn.functional as F import …

neural-network lstm pytorch rnn
Keras: the difference between LSTM dropout and LSTM recurrent dropout

From the Keras documentation: dropout: Float between 0 and 1. Fraction of the units to drop for the linear transformation of the …

keras lstm dropout
Error when checking target: expected dense_1 to have 3 dimensions, but got array with shape (118, 1)

I'm training a model to predict the stock price and input data is close price. I use 45 days data to …

python keras output lstm
How to calculate the number of parameters of an LSTM network?

Is there a way to calculate the total number of parameters in a LSTM network. I have found a example …

machine-learning neural-network deep-learning keras lstm
What is the difference between CuDNNLSTM and LSTM in Keras?

In Keras, the high-level deep learning library, there are multiple types of recurrent layers; these include LSTM (Long short term …

tensorflow keras lstm
TypeError: can't pickle _thread.lock objects in Seq2Seq

I'm having trouble using buckets in my Tensorflow model. When I run it with buckets = [(100, 100)], it works fine. When I …

python-3.x tensorflow nlp lstm sequence-to-sequence