DS Lab is a simple project for running data science experiments in Jupyter locally.

Dependencies

• docker
• docker-compose

Usage

Run as is

Just run make up - Compose will create your Jupyter stack ready to go

Configure for your own use

In the Makefile, there are two config variables

• PROJECT
• CONTAINER_IMAGE

Both are used by the Makefile to build and control where your underlying image is stored and the name of your running container.

Change these values, especially CONTAINER_IMAGE if you want to build and manage your own.

The underlying Jupyter image

In the .docker/Dockerfile, the FROM directive uses jupyter/scipy-notebook as it's base. You can build your own, and change this base. If you want to change the underlying base container image and/or update the built image, you can:

• Change the FROM directive, I recommend using https://hub.docker.com/u/jupyter images as your base
• Update the requirements.txt to install pip libraries when you run make build-notebook-base
• Update the setup.sh with OS level changes that you want run when you run make build-notebook-base