Probabilistic Reasoning Kit

Bayesian networks, probabilistic graphical models, and uncertain inference.

Configuration

Model type

Uncertainty propagation

Probabilistic Reasoning Dashboard

Variables

P(conclusion)

0.87

Evidence

Model48 VARIABLESGraphical model built

Observe24 EVIDENCEData incorporated

InferP=0.87Posterior computed

ExplainCHAINInference path shown

Integration Code

import { createProbabilisticReasoner } from 'agent-tools-kit/cognitive-arch'

const prob = createProbabilisticReasoner({ model: 'bayesian-network' })
const posterior = await prob.infer('threat-level', evidence)