Top "Lstm" questions

What's the difference between "hidden" and "output" in PyTorch LSTM?

I'm having trouble understanding the documentation for PyTorch's LSTM module (and also RNN and GRU, which are similar). Regarding the …

deep-learning pytorch lstm recurrent-neural-network tensor

Neural Network LSTM input shape from dataframe

I am trying to implement an LSTM with Keras. I know that LSTM's in Keras require a 3D tensor with …

python pandas keras lstm

Using pre-trained word2vec with LSTM for word generation

LSTM/RNN can be used for text generation. This shows way to use pre-trained GloVe word embeddings for Keras model. …

machine-learning neural-network keras lstm word2vec

Why does Keras LSTM batch size used for prediction have to be the same as fitting batch size?

When using a Keras LSTM to predict on time series data I've been getting errors when I'm trying to train …

deep-learning keras lstm

In Keras, what exactly am I configuring when I create a stateful `LSTM` layer with N `units`?

The first arguments in a normal Dense layer is also units, and is the number of neurons/nodes in that …

tensorflow neural-network keras lstm

What is the difference between the terms accuracy and validation accuracy

I have used LSTM from Keras to build a model that can detect if two questions on Stack overflow are …

python keras lstm

How to setup 1D-Convolution and LSTM in Keras

I would like to use 1D-Conv layer following by LSTM layer to classify a 16-channel 400-timestep signal. The input shape …

python keras time-series conv-neural-network lstm

How to use return_sequences option and TimeDistributed layer in Keras?

I have a dialog corpus like below. And I want to implement a LSTM model which predicts a system action. …

deep-learning keras lstm recurrent-neural-network

When does keras reset an LSTM state?

I read all sorts of texts about it, and none seem to answer this very basic question. It's always ambiguous: …

keras lstm keras-layer

Tensorflow: Attempting to use uninitialized value beta1_power

I got the following error when I try to run the code at the end of the post. But it …

python machine-learning tensorflow lstm recurrent-neural-network