Dimensionality reduction techniques

[loiseaujc]

The following methods need to be implemented (eventually):

• Proper Orthogonal Decomposition,
• Dynamic Mode Decomposition,
• Balanced Proper Orthogonal Decomposition.

In the long run, we can aim for both batch and streaming solvers.
As of today, batch solvers are however sufficient.