January 2019
Intermediate to advanced
322 pages
7h 29m
English
Content preview from Hands-On Deep Learning with Apache Spark
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RNNs with DL4J
The first example presented in this chapter is an LSTM which, after the training, will recite the following characters once the first character of the learning string has been used as input for it.
The dependencies for this example are the following:
- Scala 2.11.8
- DL4J NN 0.9.1
- ND4J Native 0.9.1 and the specific classifier for the OS of the machine where you would run it
- ND4J jblas 0.4-rc3.6
Assuming we have a learn string that is specified through an immutable variable LEARNSTRING, let's start creating a dedicated list of possible characters from it, as follows:
val LEARNSTRING_CHARS: util.LinkedHashSet[Character] = new util.LinkedHashSet[Character]for (c <- LEARNSTRING) { LEARNSTRING_CHARS.add(c)}LEARNSTRING_CHARS_LIST.addAll(LEARNSTRING_CHARS) ...Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
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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.