code: def centered(coordinates):
      
      coordinates = N.array(coordinates)
      means = N.mean(coordinates,axis=0)
      return coordinates - means
docs: Centers coordinate distribution with respect to its
      mean on all three axes. This is used as the input to
      the regression model, so it can be converted easily
      into radial coordinates.