GURLS: A Least Squares Library for Supervised Learning

We present GURLS, a least squares, modular, easy-to-extend software library for efficient supervised learning. GURLS is targeted to machine learning practitioners, as well as non- specialists. It offers a number state-of-the-art training strategies for medium and large-scale learning, and routines f...

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Bibliographic Details
Main Authors: Tacchetti, Andrea, Mallapragada, Pavan K., Santoro, Matteo, Rosasco, Lorenzo
Other Authors: Massachusetts Institute of Technology. Center for Biological & Computational Learning
Format: Article
Language:en_US
Published: Association for Computing Machinery (ACM) 2013
Online Access:http://hdl.handle.net/1721.1/83259
https://orcid.org/0000-0001-9311-9171