December 2017
Intermediate to advanced
536 pages
14h 23m
English
Content preview from TensorFlow 1.x Deep Learning Cookbook
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Learning to write as Shakespeare with RNNs
In this recipe, we will learn how to generate text similar to that written by William Shakespeare. The key idea is very simple: we take as input a real text written by Shakespeare and we give it as input to an RNN which will learn the sequences. This learning is then used to generate new text which looks like that written by the greatest writer in the English language.
For the sake of simplicity, we will use the framework TFLearn (http://tflearn.org/), which runs on top of TensorFlow. This example is part of the standard distribution and it is available at https://github.com/tflearn/tflearn/blob/master/examples/nlp/lstm_generator_shakespeare.py . The model developed one is an RNN character-level ...
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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.