February 2018
Beginner to intermediate
258 pages
5h 47m
English
Content preview from R Deep Learning Projects
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Exercises
- Use the context vector, or a combination of the context vector and the main vector from GloVe. How do the results change? You can also build a meta-model that calculates the appropriate weight you should give to each vector.
- Do the results improve significantly if we use stemming?
- Can you improve the results by playing with the parameters of GloVe? You can tweak skip_grams_window for instance, or the number of iterations.
- You can also try to implement fastText (https://keras.rstudio.com/articles/examples/imdb_fasttext.html) using keras.
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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.