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Update BayesNets.ipynb
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tawheeler committed Feb 7, 2017
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"# Bayes Nets\n",
"** A Julia package for Bayesian Networks **\n",
"\n",
"A Bayesian Network (BN) represents a probability distribution over a set of variables, $P(x_1, x_2, \\ldots, x_n)$. They leverage variable relations in order to efficiently decompose the joint distribution into smaller conditional probability distributions.\n",
"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.\n",
"\n",
"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 $P(x_i \\mid \\text{parents}(x_i))$."
]
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