June 2018
Intermediate to advanced
318 pages
9h 24m
English
Now, we will see how to use the LSTM network to generate Zayn Malik's song lyrics. The dataset can be downloaded from here (https://github.com/sudharsan13296/Hands-On-Reinforcement-Learning-With-Python/blob/master/07.%20Deep%20Learning%20Fundamentals/data/ZaynLyrics.txt) ,which has a collection of Zayn's song lyrics.
First, we will import the necessary libraries:
import tensorflow as tfimport numpy as np
Now, we will read our file containing the song lyrics:
with open("Zayn_Lyrics.txt","r") as f: data=f.read() data=data.replace('\n','') data = data.lower()
Let's see what we have in our data:
data[:50]"now i'm on the edge can't find my way it's inside "
Then, we store all the characters in the all_chars ...