TensorFlow 1.x Deep Learning Cookbook

How to do it...

We proceed with the recipe as follows:

1. Install TFLearn with pip:

pip install -I tflearn

2. Import a number of useful modules and download an example of text written by Shakespeare. In this case, we use one available at https://raw.githubusercontent.com/tflearn/tflearn.github.io/master/resources/shakespeare_input.txt:

import osimport picklefrom six.moves import urllibimport tflearnfrom tflearn.data_utils import *path = "shakespeare_input.txt"char_idx_file = 'char_idx.pickle'if not os.path.isfile(path): urllib.request.urlretrieve("https://raw.githubusercontent.com/tflearn/tflearn.github.io/master/resources/shakespeare_input.txt", path)

3. Transform the input text into a vector and return the parsed sequences and targets, along ...