February 2018
Beginner to intermediate
258 pages
5h 47m
English
Content preview from R Deep Learning Projects
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Exercises
- Try the LSTM example for Alice in Wonderland to generate baby names using the datasets compiled by Mark Kantrowitz, available at: https://www.cs.cmu.edu/Groups/AI/areas/nlp/corpora/names/0.html.
- Music generation is also a sequential prediction problem, as we mentioned. You can take a look at the version of the Nottingham Music Database written in ABC notation at http://abc.sourceforge.net/NMD/ to teach the computer to write music, using a similar recurrent neural network.
- Refactor the code on our recurrent neural network from scratch (the R6 implementation) so that it uses the forward_step function within the bptt function.
- We ignored bias terms in our recurrent neural network implementations. How will that affect the performance, ...
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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.