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Redesign and optimize gaussian code path algorithm #7

@kslote1

Description

@kslote1

Feature request

This issue is a stub to begin optimizing this library for the gaussian code path.

Ideas

  • Precomputing correlation matrices
  • Singular Value Decompositions
  • Cholesky Factorization
  • Optimize shuffle tests (early stopping or graph shuffing)
  • LRU caching

This issue is a living document

Any additional input or ideas are welcome.

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