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FEAT: add optimization structure

FRIGO Matteo requested to merge mfrigo/talon:mr_optimization into devel

This commit adds the talon.optimization submodule, which is devoted to creating the structure for fitting the linear modules that can be described through talon.

The interface to this structure is now in talon.solve and talon.regularization .

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