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  • EPFL
  • Lausanne, Switzerland

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  1. simplicial_neural_networks simplicial_neural_networks Public

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

    Jupyter Notebook 74 8

  2. dmt-signal-processing dmt-signal-processing Public

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

    Jupyter Notebook 11 1

  3. paper-snn-neurips2020tda paper-snn-neurips2020tda Public

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

    TeX 7

  4. ph_biomag2016 ph_biomag2016 Public

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

    Python

  5. pyripser pyripser Public

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

    Python

  6. allRank allRank Public

    Forked from allegro/allRank

    allRank is a framework for training learning-to-rank neural models based on PyTorch.

    Python