4. 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
6. 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?
7. 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
Coming up?