docs: add central-position SNP distance estimator spec
Introduces a design specification for inferring substitution rates directly from k-mers with conserved flanks. The document details a memory-efficient implementation that computes 4x4 base-pair tallies using existing MPHF structures, enabling classical corrections without de Bruijn graph materialization. Updates MkDocs navigation to include the new theory page.
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@@ -36,6 +36,7 @@ nav:
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- Entropy filter: theory/entropy.md
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- Minimizer selection: theory/minimizer.md
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- Partitioning architecture: theory/indexing.md
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- Central-position SNP distance (discussion): theory/evolutionary_distances.md
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- Implementation:
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- SuperKmer: implementation/superkmer.md
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- Kmer: implementation/kmer.md
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