Sparse matrices in Eigen with autodiff

[yizhang]

@Bob_Carpenter

Unless this gets fixed, we won’t be able to use their routines for autodiff

One alternative is to use complex step derivative approximation, since we can use complex number with eigen’s sparse solver.