How to use a bidirectional LSTM layer for text …

To use a bidirectional LSTM layer for text classification in Keras, you can use the `Bidirectional` layer wrapper provided by Keras. This wrapper takes a recurrent layer (e.g. LST…

How to use pre-trained embedding vectors to ini…

To use pre-trained embedding vectors to initialize an embedding layer in Keras, you can load the pre-trained embedding vectors into a numpy array and use that array to set the wei…

How to use a recurrent neural network (RNN) for…

To use a recurrent neural network (RNN) for text classification in Keras, you'll need to perform the following steps: 1. Prepare your data: Convert your textual data into numeri…

How to fix "input shape" related errors in Kera…

I apologize, it seems like my previous response may not have been relevant to your initial question. To use pre-trained embedding vectors to initialize an embedding layer in Keras…