tensorflow-java-keras

!!! IMPORTANT NOTICE !!! This repository is UNDER CONSTRUCTION and does not yet host the code of the offical TensorFlow Java artifacts!

This project is dependent on the development build for Tensorlfow Java. Please refer to the TensorFlow Java module of the main repository for the actual code.

This project is meant to port the TensorFlow Keras module from Python to Java.

This Repository

This repository is a Java Keras module that works with the latest TensorFlow java apis.

The working module name is tensorflow-java-keras.

The following artifacts are required to build this module from TensorFlow Java module :

• tensorflow-core

  • All artifacts that build up the core language bindings of TensorFlow for Java.
  • Those artifacts provide the minimal support required to use the TensorFlow runtime on a JVM.

• tensorflow-framework

  • High-level APIs built on top of the core libraries to simplify neural network training and inference using TensorFlow.

• tensorflow-tools

  • Utility libraries that do not depend on the TensorFlow runtime but are useful for machine learning purposes.

Building Sources

To build all the artifacts, simply invoke the command mvn install at the root of this repository (or the Maven command of your choice).

Using Maven Artifacts

To include this module in your Maven application, you first need to add a dependencies on either the tensorflow-core or tensorflow-core-platform artifacts. The former could be included multiple times for different targeted systems by their classifiers, while the later includes them as dependencies for linux-x86_64, macosx-x86_64, and windows-x86_64, with more to come in the future. There are also tensorflow-core-platform-mkl, tensorflow-core-platform-gpu, and tensorflow-core-platform-mkl-gpu artifacts that depend on artifacts with MKL and/or CUDA support enabled.

You should add the following dependencies:

        <dependency>
            <groupId>org.tensorflow</groupId>
            <artifactId>tensorflow-core-api</artifactId>
            <version>0.1.0-SNAPSHOT</version>
          </dependency>
        <dependency>
            <groupId>org.tensorflow</groupId>
            <artifactId>tensorflow-core-generator</artifactId>
            <version>0.1.0-SNAPSHOT</version>
        </dependency>
        <dependency>
            <groupId>org.tensorflow</groupId>
            <artifactId>tensorflow-core-platform</artifactId>
            <version>0.1.0-SNAPSHOT</version>
        </dependency>
        <dependency>
            <groupId>org.json</groupId>
            <artifactId>json</artifactId>
            <version>20190722</version>
        </dependency>

TensorFlow Version Support

This table shows the mapping between different version of TensorFlow for Java and the core runtime libraries.

TensorFlow Java Version	TensorFlow Version
0.1.0-SNAPSHOT	2.2.0