Turning conditional probabilities
into pairwise probabilities
   To get a symmetric affinity between i and j we sum the
two conditional probabilities and divide by the number of
points (points are not allowed to choose themselves).
  This ensures that all the pairwise affinities sum to 1 so
they can be treated as probabilities.