Add linear regression

[fschueler]

Add a simple implementation for linear regression, using the optimization methods discussed in #3. I suggest starting with a very simple implementation, possibly including regularization.

[fschueler]

In the course of this issue I plan on implementing SGD with a simple squared loss function, so this optimization algorithm could be used as an example for others with regards to #3.