Finds a low-dimensional embedding of high-dimensional data, conditioning on available manifold information. The current version supports conditional MDS (based on either conditional SMACOF in Bui (2021) or closed-form solution in Bui (2022) ) and conditional ISOMAP in Bui (2021) .