Pete Warden's Data Science Toolkit
I’m very pleased to announce the launch of the Data Science Toolkit. It’s a collection of the most useful open source tools and data sets I’ve found, wrapped in an easy-to-use REST/JSON interface, and available for download as a turnkey virtual machine image.
This model is fantastic. Roll your own whatever.