FIX bug in iterative kmeans.

Typo was making SVD computed on wrong points.
De-duplicate acorns feature file names.
Better parameter transmission for HAC features construction.
Split parameter serialization and storage as json in experiments.
Updates for move of has_qsub to joblib.
COSMIT.