index.md

BayesNets

A Julia package for Bayesian Networks

A Bayesian Network (BN) represents a probability distribution over a set of variables, $P(x_1, x_2, \ldots, x_n)$. Bayesian networks leverage variable relations in order to efficiently decompose the joint distribution into smaller conditional probability distributions.

A BN is defined by a directed acyclic graph and a set of conditional probability distributions. Each node in the graph corresponds to a variable $x_i$ and is associated with a conditional probability distribution $P(x_i \mid \text{parents}(x_i))$.

Table of Contents

Pages = ["install.md", "usage.md"]