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MATH-512 Optimization on Manifolds Spring 2023 Project 1: Gaussian Mixture Models

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Benoit-Muller/opti-manifolds-GMM

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opti-manifolds-GMM

EPFL: MATH-512 – Optimization on Manifolds – Spring 2023

Project 1: Gaussian Mixture Models

Useful links

  • project1.pdf: Description of the project.

  • pymanopt.org: Python toolbox for optimization on Riemannian manifolds.

  • mixture_of_gaussians.html: In the Pymaop website, a Notebook about an application of Riemannian optimization using Pymanopt in the context of inference in Gaussian mixture models".