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MLPACK: A Scalable C++ Machine Learning Library

Journal of machine learning research (JMLR), 2012
23 October 2012
Ryan R. Curtin
J. R. Cline
N. P. Slagle
William B. March
Parikshit Ram
Nishant A. Mehta
Alexander G. Gray
    VLMGP
ArXiv (abs)PDFHTML
Abstract

MLPACK is a state-of-the-art, scalable, multi-platform C++ machine learning library released in late 2011 offering both a simple, consistent API accessible to novice users and high performance and flexibility to expert users by leveraging modern features of C++. MLPACK provides cutting-edge algorithms whose benchmarks exhibit far better performance than other leading machine learning libraries. MLPACK version 1.0.3, licensed under the LGPL, is available at http://www.mlpack.org.

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