added comments in pflite module, and added a _linkdata method for the
ProximityForest in the pflite module.
In the pflite version, I changed the ProximityTreeMatrix class so that
when it splits a node, it uses a splitting distance as the median of a
sample of all the data instead of the exact median, in an attempt to
increase forest diversity.