论文标题
dadapy：基于距离的python数据模型分析
DADApy: Distance-based Analysis of DAta-manifolds in Python
论文作者
论文摘要
dadapy是用于分析和表征高维数据歧管的Python软件包。它提供了估计固有维度和概率密度的方法，用于执行基于密度的聚类和比较不同的距离指标。我们回顾包装的主要功能，并在玩具案例和现实应用程序中说明其使用情况。在开源Apache 2.0许可证下免费获得Dadapy。
DADApy is a python software package for analysing and characterising high-dimensional data manifolds. It provides methods for estimating the intrinsic dimension and the probability density, for performing density-based clustering and for comparing different distance metrics. We review the main functionalities of the package and exemplify its usage in toy cases and in a real-world application. DADApy is freely available under the open-source Apache 2.0 license.
