WIP: First attempt to approach the issue bob.bio.base#106

1. Removed the loading and saving functions via HDF5 in the C++ and in the python API

2. Implemented the methods to_dict and from_dict for the Machine

3. Test cases

4. [black]

BIC and GFK machines are still missing