linkedin/photon-ml

The Photon ML Tutorial is a Jupyter notebook and web app developed to demonstrate how you can use generalized linear mixed models (GLMix) to personalize a recommendation system. We originally presented this tutorial at KDD 2016, and prepared the following introductory slides providing an overview of the recommender system at LinkedIn and how is GLMix implemented within Photon's GAME module: Our tutorial runs in Docker. You will need to install Docker or Docker Toolbox on your system to use it. After you have installed Docker, launch the Docker daemon (this happens automatically on some systems). The next step is to install and launch the Photon ML Tutorial Docker image.