December 2017
Intermediate to advanced
536 pages
14h 23m
English
Content preview from TensorFlow 1.x Deep Learning Cookbook
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How it works...
When a new unknown or forgotten work of art is about to be attributed to an author, there are eminent academics who compare this work with other pieces of work attributed to the author. What the academics do is to find common patterns in the text sequence of the well-known works, hoping to find similar patterns in the unknown work.
This recipe works in a similar way: an RNN learns what the most peculiar patterns in Shakespeare's writing are and then these patterns are used to generate new, never-seen-before texts which well represent the style of the greatest English author.
Let's see a few examples of execution:
python shakespeare.pyLoading previous char_idxVectorizing text...Text total length: 4,573,338Distinct chars : 67 ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.