1 code implementation • 4 May 2022 • Aldo Glielmo, Iuri Macocco, Diego Doimo, Matteo Carli, Claudio Zeni, Romina Wild, Maria d'Errico, Alex Rodriguez, Alessandro Laio
DADApy is a python software package for analysing and characterising high-dimensional data manifolds.
1 code implementation • 19 Mar 2018 • Elena Facco, Maria d'Errico, Alex Rodriguez, Alessandro Laio
Analyzing large volumes of high-dimensional data is an issue of fundamental importance in data science, molecular simulations and beyond.
2 code implementations • 28 Feb 2018 • Maria d'Errico, Elena Facco, Alessandro Laio, Alex Rodriguez
The approach is based on an unsupervised extension of Density Peak clustering and a non-parametric density estimator that measures the probability density in the manifold containing the data.