adding a unit test for softmax regression tutorial
added the updated ipython notebook for softmax_regression, and modified files according to Mehdi's suggestions
changing the way we access the tutorials folder
making sure the output is updated for all cells
Merge pull request #608 from aalmah/master

Fixes #371: adding a unit test for softmax regression tutorial