MLPACK: A Scalable C++ Machine Learning Library

• DOI: 10.48550/arxiv.1210.6293
• Publication Date: 2012-01-01
• Authors: Ryan R. Curtin; James R. Cline; N. P. Slagle; William B. March; Parikshit Ram; Nishant A. Mehta; Alexander Gray
• Keywords: FOS: Computer and information sciences; Computer Science - Machine Learning; Computer Vision and Pattern Recognition (cs.CV); Computer Science - Computer Vision and Pattern Recognition; 0202 electrical engineering, electronic engineering, information engineering; Computer Science - Mathematical Software; 02 engineering and technology; Mathematical Software (cs.MS); Machine Learning (cs.LG)

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