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Auto Diff module

This module features forward automatic differentation via a simple templated scalar type wrapper AutoDiffScalar.

Warning : this should NOT be confused with numerical differentiation, which is a different method and has its own module in Eigen : Numerical differentiation module.

* #include <unsupported/Eigen/AutoDiff>
*