To run this docker first pull it
docker pull threeml/notebook:1.0.0
The you cd to the directory you want to work and run:
docker run -it --rm -p 8008:8888 -v $PWD:/workdir -w /workdir threeml/notebook
This will lunch a Jupyter notebook server in that directory allowing you to run 3ML with all required packages installed.