MLPACK: a scalable C++ machine learning library

MLPACK: a scalable C++ machine learning library
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DOI:
10.5555/2567709.2502606
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发表时间:
2012-10
期刊:
ArXiv
影响因子:
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通讯作者:
Ryan R. Curtin;J. R. Cline;N. P. Slagle;William B. March;Parikshit Ram;Nishant A. Mehta;Alexander G. Gray
Ryan R. Curtin;J. R. Cline;N. P. Slagle;William B. March;Parikshit Ram;Nishant A. Mehta;Alexander G. Gray
中科院分区:
其他
文献类型:
--
作者:
Ryan R. Curtin;J. R. Cline;N. P. Slagle;William B. March;Parikshit Ram;Nishant A. Mehta;Alexander G. Gray

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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。
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.