Newton's Method for constrained optimization problems

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Material is based on the book Convex Optimization by Stephen Boyd and Lieven Vandenberghe, Chapter 10 Equality constrained minimization.
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Super nice derivation of the matrix from Lagrange. Thank you!

lorenzmichael