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Marconurisso authored Feb 6, 2024
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# Higher-order Laplacian Renormalization

Code implementation for the paper *Nurisso, M., Morandini, M., Lucas, M., Vaccarino, F., Gili, T., & Petri, G. (2024). Higher-order Laplacian Renormalization. arXiv preprint arXiv:2401.11298.*

## Contents
- ``Functions``
- ``plotting.py``: functions to plot 2-dimensional simplicial complexes;
- ``renormalize.py``: functions to compute the entropic susceptibility and renormalize simplicial complexes;
- ``scomplex.py``: functions to work with simplicial complexes, generate them and compute their cross-order Laplacians.
- ``Experiments_setups``: jupyter notebooks for reproducing the paper's figures.
- ``Datasets``: example real-world networks.
- ``C_curves``: contains pre-computed entropic susceptibility curves for NGF simplicial complexes and real-world networks.

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