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.
@article{arxiv.2205.03373,
title = {DADApy: Distance-based Analysis of DAta-manifolds in Python},
author = {Aldo Glielmo and Iuri Macocco and Diego Doimo and Matteo Carli and Claudio Zeni and Romina Wild and Maria d'Errico and Alex Rodriguez and Alessandro Laio},
journal= {arXiv preprint arXiv:2205.03373},
year = {2022}
}