Repository of Deeplearning4J neural net examples:
- MLP Neural Nets
- Convolutional Neural Nets
- Recurrent Neural Nets
- TSNE
- Word2Vec & GloVe
- Anomaly Detection
- User interface examples.
DL4J-Examples is released under an Apache 2.0 license. By contributing code to this repository, you agree to make your contribution available under an Apache 2.0 license.
Use Maven to build the examples.
mvn clean package
This downloads binaries for all platforms, but we can also append -Djavacpp.platform= with android-arm, android-x86, linux-ppc64le, linux-x86_64, macosx-x86_64, or windows-x86_64 to get binaries for only one platform and produce much smaller archives.
Run the runexamples.sh script to run the examples (requires bash). It will list the examples and prompt you for the one to run. Pass the --all argument to run all of them. (Other options are shown with -h).
./runexamples.sh [-h | --help]
For more information, check out deeplearning4j.org and its JavaDoc.
GradientsListenerExample.java in dl4j-examples/src/main/java/org/deeplearning4j/examples/userInterface uses JavaFX. If you're using Java 8 or greater, it should run as is. If you're using Java 7 or an earlier version, you should set JAVAFX_HOME to point to the root directory of the JavaFX 2.0 SDK.
If you notice issues, please log them, and if you want to contribute, submit a pull request. Input is welcome here.