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state-collapser

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TYLERSFOSTER / jet_simplex_search

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Package using state_collapser to give logarithmic speed-up to search for k-simplices in a graph.

python topology graph-algorithms simplex binary-search-tree searching-algorithms directed-graphs simplexml contraction-hierarchies-algorithm simplicial-complex hnsw contraction-hierarchies simplices graph-algorithms-and-data-sturcture simplicial-sets topological-combinatorics topological-computation topological-computing state-collapser quotient-towers
  • Updated Jun 14, 2026
  • Python

TYLERSFOSTER / HGraphML

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Python package realizing Abdul Malik's idea: "Wouldn't the idea behind the state_collapser package also give a speed-up for [insert favorite learning framework] by such a hierarchical version? A straightforward hierarchical version of Belief Propagation is what I see."

python pytorch graph-machine-learning message-passing belief-propagation graph-neural-networks research-software message-passing-algorithm quotient-graph hierarchical-graph-machine-learning hierarchical-graph-ml h-graph-ml hierarchical-message-passing hierarchical-belief-propagation state-collapser
  • Updated May 29, 2026
  • Python

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