Graphical Models

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August 31, 2024 4 min read Definitions

Bayesian Networks: Graphical Models Using Probabilistic Logic

Mathematics Statistics Information Technology Bayesian Networks Probabilistic Models Graphical Models Machine Learning Statistics

Bayesian Networks are graphical models that utilize probabilistic logic to represent and reason about the relationships between variables.

August 31, 2024 4 min read Definitions

Markov Networks: Undirected Probabilistic Graphical Models

Mathematics Statistics Information Technology Science and Technology Markov Networks Graphical Models Probability Theory Machine Learning Statistical Inference

Markov Networks, also known as Markov Random Fields, are undirected probabilistic graphical models used to represent the joint distribution of a set of variables.