Improvements to the new API and docs

• Added pre-commit checks
• Dropped old dependencies
• Brought all classes and functions to bob.learn.em
• Make KMeans.centroids_ available as KMeans.means
• Implement a load method for GMMMachine

Fixes #35 (closed)