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gisaid

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R package for entropy-informed detection of emerging viral variants and genomic surveillance. Implements per-site Shannon entropy, Gaussian mixture model site selection, Hellinger distance, and non-parametric change-point detection. Validated on SARS-CoV-2 Spike protein sequences from NCBI and GISAID databases.

  • Updated May 9, 2026
  • R

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