smoothen_clusters: LLE of last points not computed ?

[Ravisik]

Hi all,

I had a question regarding the smoothen_clusters function:

If I understand well, this function compute the LLE for all points. Hower, the follwoing condition avoid to compute the LLE of the last points... Any particular reason for that ? Since the vector LLE_all_points_clusters is of size [clustered_points_len, self.number_of_clusters], the last point have a LLE fixed to zero... which semms strange!

if point + self.window_size - 1 < complete_D_train.shape[0]:

Thanks in advance,
Flo