January 2019
Intermediate to advanced
386 pages
11h 13m
English
book
Python Deep Learning - Second Edition
by Ivan Vasilev, Daniel Slater, Gianmario Spacagna, Peter Roelants, Valentino Zocca
Content preview from Python Deep Learning - Second Edition
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Example training
Now that we have our code for training and sampling, we can train the network on Leo Tolstoy's War and Peace and sample what the network has learned every couple of batch iterations. Let's prime the network with the phrase "She was born in the year" and see how it completes it during training.
The result we get after 500 batches is as follows: She was born in the year sive but us eret tuke Toffhin e feale shoud pille saky doctonas laft the comssing hinder to gam the droved at ay vime. The network has already picked up some distribution of characters and has come up with things that look like words.
After 5,000 batches, the network picks up a lot of different words and names: She was born in the year he had meaningly many ...
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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.