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DADApy: Distance-based analysis of data-manifolds in Python

DADApy is a Python software package for analyzing and characterizing 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 func...

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Detalles Bibliográficos
Autores principales: Glielmo, Aldo, Macocco, Iuri, Doimo, Diego, Carli, Matteo, Zeni, Claudio, Wild, Romina, d’Errico, Maria, Rodriguez, Alex, Laio, Alessandro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9583186/
https://www.ncbi.nlm.nih.gov/pubmed/36277821
http://dx.doi.org/10.1016/j.patter.2022.100589