I am very impressed with Anaconda's Free edition. Works well in Linux and has more packages [2] than Enthought's free edition. Anaconda is the commercial offering from Travis Oliphant, the creator of Numpy.

[1]: https://store.continuum.io/cshop/anaconda/

[2]: Packages: http://docs.continuum.io/anaconda/pkgs.html