Top "Lstm" questions

Long short-term memory.

Prevent over-fitting of text classification using Word embedding with LSTM

Objective : Identifying class label using user entered question (like Question Answer system). Data extracted from Big PDF file, and need …

tensorflow keras lstm text-classification word-embedding
Understanding Keras LSTMs: Role of Batch-size and Statefulness

Sources There are several sources out there explaining stateful / stateless LSTMs and the role of batch_size which I've read …

python keras lstm recurrent-neural-network
keras BLSTM for sequence labeling

I'm relatively new to neural nets so please excuse my ignorance. I'm trying to adapt the keras BLSTM example here. …

python neural-network keras lstm
How to calculate perplexity of RNN in tensorflow

I'm running the word RNN implmentation of tensor flow of Word RNN How to calculate the perplexity of RNN. Following …

python tensorflow lstm recurrent-neural-network
Building Speech Dataset for LSTM binary classification

I'm trying to do binary LSTM classification using theano. I have gone through the example code however I want to …

python-2.7 speech-recognition theano mfcc lstm
How to get reproducible result when running Keras with Tensorflow backend

Every time I run LSTM network with Keras in jupyter notebook, I got a different result, and I have googled …

tensorflow deep-learning keras lstm
TensorFlow using LSTMs for generating text

I would like to use tensorflow to generate text and have been modifying the LSTM tutorial (https://www.tensorflow.org/…

tensorflow lstm
Predicting the next word using the LSTM ptb model tensorflow example

I am trying to use the tensorflow LSTM model to make next word predictions. As described in this related question (…

python tensorflow lstm
LSTM with Keras for mini-batch training and online testing

I would like to implement an LSTM in Keras for streaming time-series prediction -- i.e., running online, getting one …

keras lstm
Bidirectional LSTM with Batch Normalization in Keras

I was wondering how to implement biLSTM with Batch Normalization (BN) in Keras. I know that BN layer should be …

python keras lstm recurrent-neural-network keras-layer