关联分析matlab代码-minepy:minepy-基于最大信息的非参数探索

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关联分析matlab代码minepy-基于最大信息的非参数探索 minepy为基于最大信息的非参数勘探( MIC和MINE系列)提供了一个库。 主要特征: APPROX-MIC (原始算法,DOI:10.1126 / science.1205438)和MIC_e (DOI:arXiv:1505.02213和DOI:arXiv:1505.02214)估算器; 总信息系数(TIC,DOI:arXiv:1505.02213)和广义均值信息系数(GMIC,DOI:arXiv:1308.5712); ANSI C库 C ++接口; 高效的Python API (与Python 2和3兼容); 高效的MATLAB / OCTAVE API ; minepy是GPLv3许可的开源软件。 minerva R接口可从访问。 MIC工具 自1.2.2版起,不推荐使用`mine`命令行应用程序。 我们建议使用MICtools,这是用于TICe和MICe分析的全面而有效的管道。 TICe用于对所有可能的成对关系进行有效的高通量筛选,以评估它们的重要性,而MICe用于根据其强度对重要关联的子集进行排名。 ,。

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