Deeplearning4J Examples for Scala
This project is a simple Scala porting of deeplearning4j-example.
The main purpose of this project is:
Show example of how to use deeplearning4j Java API from scala
Provide a sbt project template depends on DL4J
Every examples in this demonstration directly calls Java APIs of DL4J. If you strongly want to write codes in the scala manner, you should consider to use deeplearning4s.
Note that currently
dl4j-spark-examples are not merged yet.
This repository has some projects. To choose and run a project, followings commands are useful.
sbt "; project arbiter-examples; run"
sbt "; project datavec-examples; run"
dl4j cuda specific examples
sbt "; project dl4j-cuda-specific-examples; run"
sbt "; project dl4j-examples; run"
dl4j spark examples
sbt "; project dl4j-spark; run"
sbt "; project nd4j-examples; run"
sbt "; project rl4j-examples; run"
Switch nd4j backend
To switch nd4j backend, set one of following options to
nd4jBackend variable in
- Libs.nd4jNativePlatform (default)
Repository of Deeplearning4J neural net examples:
- MLP Neural Nets
- Convolutional Neural Nets
- Recurrent Neural Nets
- Word2Vec & GloVe
- Anomaly Detection
If you notice issues, please log them, and if you want to contribute, submit a pull request. Input is welcome here.