Mixture of Isotropic Gaussians
收藏arXiv2025-09-30 收录
下载链接：
https://github.com/layer6ai-labs/flipd
下载链接
链接失效反馈官方服务：
资源简介：
该数据集由三个各向同性的高斯分布混合而成，这些高斯分布的维度分别为2、4和8，并嵌入在实数空间 ℝ^{10} 中。该数据集主要用于测试FLIPD估计器在局部固有维数估计方面的性能。数据规模属于中小型（包含3个高斯分布），所涉及的任务是局部固有维数估计。
This dataset is composed of a mixture of three isotropic Gaussian distributions, which have intrinsic dimensions of 2, 4, and 8 respectively and are embedded in the real vector space ℝ¹⁰. It is mainly used to evaluate the performance of the FLIPD estimator for local intrinsic dimensionality estimation. The dataset is of small-to-medium scale with three Gaussian distributions, and the associated task is local intrinsic dimensionality estimation.
提供机构：
Authors of the paper
