Python Deep Learning Cookbook

How to do it...

1. Let's start with importing the libraries as follows:

import numpy as npimport pandas as pdfrom keras.preprocessing import sequencefrom keras.models import Sequentialfrom keras.layers import Dense, Dropout, Activationfrom keras.layers import Embeddingfrom keras.layers import GRUfrom keras.callbacks import EarlyStoppingfrom keras.datasets import imdbimport numpy as npimport pandas as pdfrom keras.preprocessing import sequencefrom keras.models import Sequentialfrom keras.layers import Dense, Dropout, Activationfrom keras.layers import Embeddingfrom keras.layers import GRUfrom keras.callbacks import EarlyStoppingfrom keras.datasets import imdb

2. We will be using the IMDb dataset that classifies the sentiment of text; load the ...