Section: New Software and Platforms

MODL

Massive Online Dictionary Learning

Keywords: Pattern discovery - Machine learning

Functional Description: Matrix factorization library, usable on very large datasets, with optional sparse and positive factors.

• Participants: Arthur Mensch, Gaël Varoquaux, Bertrand Thirion and Julien Mairal

• Contact: Arthur Mensch

• Publications: Subsampled online matrix factorization with convergence guarantees - Stochastic Subsampling for Factorizing Huge Matrices

• URL: http://github.com/arthurmensch/modl