A Bayesian network calculator for both exact (enumeration) and approximate inference (rejection sampling, likelihood weighting).
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Updated
Nov 10, 2017 - Java
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rejection-sampling
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This project implements both exact and approximate inference techniques for Bayesian Networks using enumeration and rejection sampling, respectively. It processes Bayesian Network structures in XMLBIF format, accepting command-line inputs to compute the posterior distribution of a query variable given observed evidence.
bayesian-network enumeration data-collection rejection-sampling approximate-inference exact-inference
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Updated
Jun 4, 2024 - Java
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