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Gradient Descent
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Hands on with Manopt: Optimization on Manifolds
Introduces Manopt, a toolbox for optimization on smooth manifolds with a Riemannian structure, covering cost functions, different types of manifolds, and optimization principles.
Smooth maps on manifolds and differentials
Covers smooth maps on manifolds, defining functions, tangent spaces, and differentials.