Add LMNN transform illustration to ipython notebook.
Add LMNN ape gut data experiment to the notebook
Update LMNN notebook using cross-validation
Fix small mistake in CV example comment
Merge pull request #1645 from iglesias/feature/lmnn

Feature/lmnn