Make this a solid, minimal base image.

This was taken almost entirely from the original ipython/base image.
The plan is to have the ipython/scipystack image derive from this one
in the future and for builds to get setup.
Merge pull request #6543 from rgbkrk/base_image

Minimal Docker base image