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Neighborhood/Dowker Lifting (Graph2Simplicial) (icml24-6) #135

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@luisfpereira luisfpereira commented Jan 23, 2025

This PR brings in pyt-team/challenge-icml-2024#6.

Points to consider:

  • need to compare with Neighborhood Lifting (Graph to Cell) (icml24-5) #134 TODO: update docstring after going through this

  • first instance of a Graph2SimplicialLiftingTransform that acts on data rather than on a nx.Graph TODO: maybe homogenize instead?

  • maybe add test for node features?

  • original PR message added as module docstring

  • tutorial disregarded

NB: need to merge #116 first

Edit: tests pass locally; need to check why fail here

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@luisfpereira luisfpereira changed the title Neighborhood/Dowker Lifting (Graph2Simplicial) Neighborhood/Dowker Lifting (Graph2Simplicial) (icml24-6) Jan 24, 2025
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3 participants