Causality Analyzer
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    • Variable Elimination for exact inference in Bayesian networks.

      Computes P(query | evidence) by:

      1. Reducing all factors by evidence
      2. Eliminating non-query, non-evidence variables
      3. Multiplying remaining factors
      4. Normalizing

      Parameters

      • factors: Factor[]

        — initial factors (CPTs converted to factor form)

      • query: string

        — variable to compute posterior for

      • evidence: Evidence

        — observed variable values

      Returns Map<number, number>

      posterior distribution P(query=val | evidence)