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# Higher-order Laplacian Renormalization | ||
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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.* | ||
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## 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. |