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likelihood-ratio

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Claude Code skill for multi-persona Bayesian diagnostic reasoning using NEJM Clinical Problem-Solving format with likelihood ratios, evidence-based medicine, and medical AI education

  • Updated Mar 30, 2026
  • Python

Вывод и верификация оптимального некогерентного различителя бинарных АМ-сигналов в БГШ: отношение правдоподобия, функция Бесселя, структурные схемы, график P(ошибки) от SNR

  • Updated Jul 30, 2026

Judicial digital evidence authentication engine: reports an ENFSI log10 likelihood ratio between two stated propositions, gates on validated domain via Mahalanobis, measures an Evidence Fragility Index by attacking its own verdict, abstains with reason codes, and seals every examination in a replayable SHA-256 chain. Python · PyTorch · FastAPI.

  • Updated Aug 21, 2026
  • Python

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