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

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Add compute_finalK optimizations and documentation

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

Add compute_finalK optimizations and documentation
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