Merge pull request #2 from iglesias/subgradients

Subgradient and stochastic subgradient learning algorithms.
Remove wrong comment in SubgradientSOSVM.
Few changes in subgradients.
- Added ctrl+c handling.
- Accuracy debug within the loop.
- Parameter tuning (WIP, still no good results)