ENH Added first version of sparse filtering Estimator.
Added example for sparse filtering on olivetti faces.
DOC: sparse_filtering module documented.
MISC: Added documentation for plot_sparse_filtering.py script and added histogram plots.
MAINT Factored out duplicated code in SparseFiltering into method _determine_features()