Devel merge with Master

- Added new optimization algorithms, which are in testing and debugging phase:
    - Resilient Prop in Lua class `ann.optimizer.rprop`
    - Conjugate Gradient in Lua class `ann.optimizer.cg`
- Improved stability of cross-entropy based loss functions, and of log-logistic activation function.
- Some minor changes.