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Improvements to the new API and docs

Merged Amir MOHAMMADI requested to merge api-fixes into master
  • 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)