non-negative matrix factorization

Image processing of Raphael’s Artwork

Non-negative matrix factorization for optimal compression of the painting _Madonna del Cardellino_ through a low-rank approximation of the pixel intensities matrix.

Text analysis of Shakespeare’s works

Recover the latent topics in the complete works by Shakespeare and classify the document corpus accordingly.