Unsupervised

• Slides:

  • Generalities - annotated

  • Hierarchical models - annotated

  • \(k\)-means - annotated

  • Gaussian mixtures - annotated

• TD: link

  • Solution

• TP: link

  • Corrigé

Outline

1. Hierarchical models

2. \(k\)-means

3. Gaussian mixtures

\(k\)-means (xkcd:2731).