[ON_HOLD] Geodesic Flow Kernel

[antoinecollas]

This PR is a WIP implementation of Geodesic Flow Kernel.

This method requires the Generalized SVD, and it is not implemented either in numpy or Scipy. The transferlearning library uses bob.math.gsvd here, which has its custom C++ code here.