Alec Radford issues

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                                            Alec Radford

Wording Edits on top of udibr's ipython notebooks

Handle GPU memory explicitly

Supporting layer wise update/regularization?

Factoring out update and regularization?

Linear SVM

Should be added to the `linear_models` folder. Hinge Loss should be added to the `utils/costs.py` Note: never done SVMs before but it's hinge loss so should work with theano doing...