how to run experiments.

to reflect the new changes.

plotting functionality only in the script rather than the class.

Use sklearn heavily.
Add fuse.py script.
Remove Normalizers.

Adds basic fusion implementations and an example of usage in
bob/fusion/base/fusion.py
This is not complete yet. It needs a command line interface,
documentation, and test cases.