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

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

4 May 2022

Alessandro Laio

Papers citing "DADApy: Distance-based Analysis of DAta-manifolds in Python"

11 / 11 papers shown

Title
EQ-VAE: Equivariance Regularized Latent Space for Improved Generative Image Modeling Theodoros Kouzelis Ioannis Kakogeorgiou Spyros Gidaris N. Komodakis DRL 206 7 0 17 Feb 2025
CryoBench: Diverse and challenging datasets for the heterogeneity problem in cryo-EM Minkyu Jeon Rishwanth Raghu Miro A. Astore Geoffrey Woollard Ryan Feathers Alkin Kaz Sonya M. Hanson Pilar Cossio Ellen D. Zhong 66 8 0 17 Jan 2025
Unsupervised detection of semantic correlations in big data Santiago Acevedo Alex Rodriguez Alessandro Laio 82 2 0 04 Nov 2024
Intrinsic dimension estimation for discrete metrics Iuri Macocco Aldo Glielmo J. Grilli Alessandro Laio 89 10 0 20 Jul 2022
Ranking the information content of distance measures Aldo Glielmo C. Zeni Bing Cheng Gábor Csányi Alessandro Laio 100 36 0 30 Apr 2021
Dynamical Landscape and Multistability of a Climate Model G. Margazoglou T. Grafke Alessandro Laio V. Lucarini 21 45 0 20 Oct 2020
Hierarchical nucleation in deep neural networks Diego Doimo Aldo Glielmo A. Ansuini Alessandro Laio BDL AI4CE 43 31 0 07 Jul 2020
Intrinsic dimension of data representations in deep neural networks A. Ansuini Alessandro Laio Jakob H. Macke D. Zoccolan AI4CE 60 276 0 29 May 2019
Estimating the intrinsic dimension of datasets by a minimal neighborhood information Elena Facco M. d’Errico Alex Rodriguez Alessandro Laio 42 326 0 19 Mar 2018
Automatic topography of high-dimensional data sets by non-parametric Density Peak clustering M. d’Errico Elena Facco Alessandro Laio Alex Rodriguez 33 60 0 28 Feb 2018
Unfolding Hidden Barriers by Active Enhanced Sampling Jing Zhang Ming Chen 36 36 0 21 May 2017