This directory contains files to build Docker images - encapsulated computational containers which enhance reproducibility for scientific research. They are similar in design philosophy to the excellent Jupyter Docker Stacks but with a focus on making it easy to get up and running with GPU-accelerated deep learning. The base image provides a Jupyter Lab (notebook) environment in a Docker container which has direct access to the host system's GPU(s). Additionally there is a custom directory with instructions and examples for building your own image. These are considered stable but may be moved to their own repositories in future. The instructions below refer to the combined (default) image mmrl/dl (based on the Keras Dockerfile) which contains ALL TEH THINGZ!!!