MPPCA:概率主成分的混合。 用于聚类,密度估计,数据重建,噪声消除

上传者: 42110070 | 上传时间: 2022-05-28 23:14:51 | 文件大小: 207KB | 文件类型: ZIP
概率主成分分析仪(MPPCA)的混合物 安装 将存储库的内容复制到您喜欢的位置 git clone git@github.com:SamuelePolimi/MPPCA.git cd MPPCA 并安装库 cd ../.. pip install -e . 具有循环数据的第一个示例 让我们生成一些圆形的数据 n_samples = 500 theta = np . random . uniform ( - np . pi , np . pi , size = n_samples ) x_1 = np . sin ( theta ) x_2 = np . cos ( theta ) r = np . random . normal ( scale = 0.1 , size = n_samples ) + 1. X = np . array ([ x_1 * r , x_2 * r ]).

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