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Optimize Kg computation: 15-25% speedup via Cython and memory improvements - #22

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Optimize Kg computation: 15-25% speedup via Cython and memory improvements#22
Pablo1990 with Copilot wants to merge 3 commits into
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copilot/improve-computation-speed-kgs

Add compute_finalK optimizations and documentation

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