TensorFlow For Everyone

In this repository there are many TensorFlow examples in Python and Java.

Install TensorFlow

# Requires the latest pip
pip install --upgrade pip

#Enable env
python3 -m venv env
source ./env/bin/activate

# Install TensorFlow (CPU-only)
python -m pip install tensorflow

#Or with GPU support
python -m pip install tf-nightly

Install TensorFlow for Java

• Add the dependency to the project's pom.xml file

<dependency>
  <groupId>org.tensorflow</groupId>
  <artifactId>tensorflow</artifactId>
  <version>1.15.0</version>
</dependency>

• For GPU support

<dependency>
  <groupId>org.tensorflow</groupId>
  <artifactId>libtensorflow</artifactId>
  <version>1.14.0</version>
</dependency>
<dependency>
  <groupId>org.tensorflow</groupId>
  <artifactId>libtensorflow_jni_gpu</artifactId>
  <version>1.14.0</version>
</dependency>

Run Python code

#Active env
source ./env/bin/activate

#Now, in env mode:
#Open project directory and run
python3 <file-name>.py

Examples

1. Hello World in Python (code)

2. Hello World in Java (code)

3. Graph operation in Python (code)

4. Graph operation in Java (code)