Every finite criterion in the paper can be checked directly from coordinates. The reference code uses dense arrays so that each contraction can be inspected. A sparse implementation would loop only over the active hyperedges.
Machine-Native ReasoningReading edition
44. Algorithms and worked nonlinear filters
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