Throwing away the raw data
The pairwise affinities are all we are going to
use for deciding on the low-dimensional
representations of the datapoints.
There are many possible ways to define the
affinity of a pair of high-dimensional data-points.
Other types of affinity may work better.
Temporal adjacency is especially easy to use.