dl4j in the wild
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skymind.io | deeplearning.org | gitter.im/deeplearning4j
DL4j in the wild
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Logistics
Self Introductions
Open source community
Deep learning in Production (SKIL)
After event
Agenda
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https://opensource.com/life/16/3/interview-deeplearning4j-gitter
https://gitter.im/deeplearning4j/deeplearning4j
Open source community
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Infrastructure for USING Deep Learning
“Serving” models to end users
Visualization
Auditing of data flow (Where did that come from?)
Bundled hardware acceleration
The numbers
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https://github.com/JavaFXpert/visual-neural-net-server
https://github.com/knime-ip/knip-deeplearning4j
https://www.rapidminerchina.com/en/
https://github.com/marker68/dl4j-customlayers
https://github.com/wmeddie/dl4j-video-viewer
http://www.oracle.com/jp/corporate/features/pr/java-creates-new-big-data-opportunities/index.html
http://recruit.gmo.jp/engineer/jisedai/blog/deeplearning4j/
https://github.com/christopher-beckham/wekaDeeplearning4j/tree/master
https://scholar.google.co.jp/scholar?hl=en&q=deeplearning4j&btnG=&as_sdt=1%2C5&as_sdtp=
What are people building?
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Recurrent nets are big
NLP is our biggest use case in research
Lots of java engineers building deep learning apps in production
What are people building?
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Reinforcement Learning: https://github.com/deeplearning4j/rl4j
Scala api: https://gist.github.com/agibsonccc/22c51855c1c421521dee2a3e15dd9a7b
Model Zoo
Speed
Keras interop
Flink: http://flink-forward.org/kb_speakers/suneel-marthi/
Docker containers for easier deployment
Usual speed improvements and bug fixes
Coming up?
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https://gitter.im/deeplearning4j/deeplearning4j/deeplearning4j-jp
@agibsonccc
Questions?