Encoder-Decoder

Import dependencies: from keras.models import Model from keras.layers import Input from keras.layers import LSTM from keras.layers import Dense from keras.utils.vis_utils import plot_model Configure the hyperparameters: num_encoder_tokens = 71 num_decoder_tokens…

Overview of Recurrent Neural Networks

Principally, there are 4 ways to construct an RNN architecture (the 4 right ones in the picture): 1. One-to-one You might use a Dense layer as you are not processing sequences: model.add(Dense(output_size, input_shape=input_shape)…