add 1d clustering algorithm for autogenerating difficulty ratings

[isCamden]

this could be fun to do:

right now the boundaries on what notedensity correlates to what difficulty are preset, but I think it could be cool to have an algorithm generate these, updating every time a song is edited or added to the database