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feat: implement Graph with canonical orientations #12

@FiberedSkies

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@FiberedSkies

Description

Implement a Graph variant of the current general cell complex implementation using Cell and Skeleton with canonical orientations. Canonical orientation over a graph being that for any edge, one of the two restrictions is negative. This would significantly simplify the work flow for standard graph structured datasets, effectively making it completely end-to-end training.

Details

  • implement Graph as a specific Skeleton with only 0-cells (nodes) and 1-cells (edges)
  • implement a builder pattern for a CellularSheaf with canonical orientations and initialized restrictions from a Graph

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    enhancementNew feature or requestmaththis issue requires implementing pure mathspriority: highuximproves user experience

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