Implementation of a Metric Learning optimization algorithm. This is based on https://www.cs.utexas.edu/~pjain/pubs/online_nips.pdf for learning a metric based on the mahalanobis distance using an inline stochastic gradient descent approach.
The method was validated on a face recognition problem with aprox 6Gb of data.