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Mixture Models

Resources

Overview

  • Variational Mixture of Gaussians - Prezi
  • Latent Variable Models - Part I: GMMs and the EM Algo - Blog

Code

Built-in

  • Jake Vanderplas - In Depth: Gaussian Mixture Models

    Gives a motivating example of the weakness of Gaussian Mixture models as well as how one can utilize the function in sklearn.

From Scratch