Renamed example file & added comments
FEAT Barnes-Hut t-SNE
Vectorized the math calls -- 3x faster on neg grad
Draft of n-dimensional barnes-hut; failing tests
Tests pass, error being computed in cython
Added error calculation to pos gradient
Changed cases where points are very close to be clearer
Clearer variable names