Improve optimizers

Changes in this version:

• Optimizers are properly initialized so that copies created by MultiOutputClassifier share the same properties
• Added documentation
• Example notebooks conform to PEP8
• A dummy library, IdentityLibrary , was implemented so that fully custom features can be used
• Additional unit tests to improve coverage
• Optimizers have unbias option to improve performance