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arXiv 1210.6293cs.MScs.CVcs.LG
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MLPACK:一个可扩展的C++机器学习库

MLPACK: A Scalable C++ Machine Learning Library

Georgia Institute of Technology(佐治亚理工学院)

Ryan R. Curtin, James R. Cline, N. P. Slagle, William B. March, Parikshit Ram, Nishant A. Mehta, Alexander G. Gray

摘要:

MLPACK是一个最先进的、可扩展的、多平台的C++机器学习库,于2011年底发布,通过利用C++的现代功能,为新手用户提供了一个简单、一致的API,为专家用户提供了高性能和灵活性。MLPACK提供了尖端的算法,其基准测试的性能远远优于其他领先的机器学习库。MLPACK版本1.0.3,在LGPL下许可,可在http://www.mlpack.org上获得。

英文摘要:

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.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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