Unsupervised learning and matrix factorization

Structure in unlabelled data: k-means, archetypal analysis, nonnegative matrix factorization, the successive projection algorithm and probabilistic PCA.

• Archetypal analysis
• k-means clustering
• Non-negative matrix factorization
• Probabilistic principal component analysis
• Successive projection algorithm

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