Manifold working notes

transform method in the LLE algorithm. This is not referenced from the article but implementation is straightforward:

1. Compute barycenter coordinates for new points with respect to the trained data.
2. Get the embedding vectors for these neighbors.
3. multiply the embedding vectors by the barycenter weights.