January 2019
Intermediate to advanced
322 pages
7h 29m
English
Content preview from Hands-On Deep Learning with Apache Spark
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DeepLearning.scala
DeepLearning.scala (https://deeplearning.thoughtworks.school/) is a DL framework from ThoughtWorks (https://www.thoughtworks.com/). Implemented in Scala, the goal since the start has been, to get the most from the functional programming and object-oriented paradigms for this language. It supports GPU-accelerated N-dimensional arrays. Neural networks in this framework can be built from mathematical formulas, so it can calculate derivatives of the weights in the formulas used.
This framework supports plugins, so it could be extended by writing custom plugins, which can then coexist along with the plugin set available out of the box (a significant set of plugins is currently available in terms of models, algorithms, hyperparameters, ...
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