DADApy: Distance-based Analysis of DAta-manifolds in Python

Code

• github.com/sissa-data-science/dadapy
  OfficialIn paperjax★ 142

Abstract

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.

Tasks

Reproductions