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@mdeff
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Michaël Defferrard mdeff

Research on machine learning and graphs. Open science, source, data.

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@deepsphere

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  1. cnn_graphcnn_graphPublic

    Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering

    Jupyter Notebook 1.4k 390

  2. fmafmaPublic

    FMA: A Dataset For Music Analysis

    Jupyter Notebook 2.3k 447

  3. deepsphere/deepsphere-cosmo-tf1deepsphere/deepsphere-cosmo-tf1Public

    A spherical convolutional neural network for cosmology (TFv1).

    Jupyter Notebook 132 31

  4. ntds_2019ntds_2019Public

    Material for the EPFL master course "A Network Tour of Data Science", edition 2019.

    Jupyter Notebook 68 37

  5. stefaniaebli/simplicial_neural_networksstefaniaebli/simplicial_neural_networksPublic

    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 77 9

  6. epfl-lts2/pygspepfl-lts2/pygspPublic

    Graph Signal Processing in Python

    Python 501 95


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