Stefania Ebli (stefaniaebli)

stefaniaebli

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Company:EPFL

Location:Lausanne, Switzerland

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Stefania Ebli's repositories

simplicial_neural_networks

Simplicial neural networks (SNNs), a generalization of graph neural networks to data that live on a class of topological spaces called simplicial complexes.

Language:Jupyter NotebookLicense:MITStargazers:67Issues:6Issues:4

dmt-signal-processing

Signal compression and reconstruction on complexes preserving topological features via Discrete Morse Theory

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paper-snn-neurips2020tda

LaTeX source code of the paper and poster of the paper Simplicial Neural Networks

Language:TeXLicense:CC-BY-4.0Stargazers:6Issues:2Issues:1

ph_biomag2016

Classification of MEG data from Biomag2016 Competition 3 by means of persistent homology.

Language:PythonStargazers:0Issues:1Issues:0

pyripser

Python wrapper for ripser, see: https://github.com/Ripser/ripser

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