tadasets:适用于拓扑数据分析的综合数据集

上传者: 42097557 | 上传时间: 2022-12-13 12:31:25 | 文件大小: 323KB | 文件类型: ZIP
该软件包提供了一些不错的实用程序,用于创建和加载对拓扑数据分析有用的数据集。 当前,我们提供具有特定拓扑特征的各种综合数据集。 设置 安装就像 pip install tadasets 用法 形状构造函数在功能接口中公开,每个函数都返回一个numpy数组,其中包含在对象上采样的数据。 可用的对象包括 圆环面 d球 瑞士卷 无限符号 通过提供ambient参数,可以将每个形状嵌入任意的环境尺寸中。 此外,可以通过noise参数将noise添加到形状中。 import tadasets torus = tadasets.torus(n=2000, c=2, a=1, ambient=200, noise=0.2) swiss_roll = tadasets.swiss_roll(n=2000, r=4, ambient=10, noise=1.2) dsphere = tadasets.

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