Install TensorFlow Lattice

There are several ways to set up your environment to use TensorFlow Lattice (TFL).

  • The easiest way to learn and use TFL requires no installation: run the any of the tutorials (e.g. premade models).
  • To use TFL on a local machine, install the tensorflow-lattice pip package.
  • If you have a unique machine configuration, you can build the package from source.

Install TensorFlow Lattice using pip

Install using pip.

pip install --upgrade tensorflow-lattice

Note that you will need to have tf_keras package installed as well.

Build from source

Clone the github repo:

git clone https://github.com/tensorflow/lattice.git

Build pip package from source:

python setup.py sdist bdist_wheel --universal --release

Install the package:

pip install --user --upgrade /path/to/pkg.whl