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@COMPiLELab Computational Machine Learning Group @ University of Edinburgh & GSSI L'Aquila

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    15 repositories

    • .github

      Public
      0•0•0•0•Updated Dec 28, 2024Dec 28, 2024

    • MLCP

      Public
      Core-periphery detection in multilayer networks
      Julia
      •
      GNU General Public License v2.0
      •0•0•0•0•Updated Dec 7, 2024Dec 7, 2024

    • LoRa-PGD

      Public
      Python
      •
      GNU General Public License v3.0
      •0•0•0•0•Updated Nov 27, 2024Nov 27, 2024

    • SubDEQ

      Public
      Official implementation for the paper: "Subhomogeneous Deep Equilibrium Models"
      Python
      •0•0•0•0•Updated Jun 4, 2024Jun 4, 2024

    • HeCS

      Public
      Heavy Collapsible preconditioner for linear systems with weighted Hodge Laplacians on simplicial complexes
      Julia
      •0•1•0•0•Updated Jan 31, 2024Jan 31, 2024

    • numera

      Public
      HTML
      •0•0•0•0•Updated Jan 8, 2024Jan 8, 2024

    • MPNSM

      Public
      A nonlinear spectral core-periphery detection method for multiplex networks
      Julia
      •
      GNU General Public License v2.0
      •0•1•0•0•Updated Nov 14, 2023Nov 14, 2023

    • CondLR

      Public
      Robust low-rank training via approximate orthonormal constraints
      Python
      •
      GNU Affero General Public License v3.0
      •0•0•0•0•Updated Oct 27, 2023Oct 27, 2023

    • krylov_robustness

      Public
      Code and data for "Optimizing network robustness via Krylov subspaces"
      MATLAB
      •
      GNU General Public License v3.0
      •0•1•0•0•Updated Sep 19, 2023Sep 19, 2023

    • DLRT-Net

      Public
      Dynamical low rank training for neural networks
      Python
      •2•8•0•0•Updated Aug 24, 2023Aug 24, 2023

    • Learning-the-right-layers-on-multilayer-graphs

      Public
      This repository contains the codes of the paper "Learning the right layers: a data-driven layer-aggregation strategy for semi-supervised learning on multilayer graphs" by Sara Venturini, Andrea Cristofari, Francesco Rinaldi, Francesco Tudisco.
      Jupyter Notebook
      •2•0•0•0•Updated May 29, 2023May 29, 2023

    • HOLaGraF

      Public
      The code for Higher-Order Laplacian Gradient Flow for "Quantifying the structural stability of simplicial homology" by N.Guglielmi, A.Savostianov and F.Tudisco
      graph-theorynetwork-analysistopological-data-analysishigher-order-interactionslaplacian-operators
      Julia
      •0•1•0•0•Updated Dec 23, 2022Dec 23, 2022

    • NHOLS

      Public
      The code for Nonlinear Higher-Order Label Spreading paper presented at WWW'2021
      Python
      •0•1•0•0•Updated Nov 28, 2022Nov 28, 2022

    • HyperND

      Public
      The implementation of HyperND from the Nonlinear Feature Diffusion on Hypergraphs paper
      Python
      •1•13•1•0•Updated Jun 6, 2022Jun 6, 2022

    • core-periphery-hypergraphs

      Public
      Julia
      •0•6•0•0•Updated Feb 24, 2022Feb 24, 2022