A Bayesian network calculator for both exact (enumeration) and approximate inference (rejection sampling, likelihood weighting).
-
Updated
Nov 10, 2017 - Java
#
rejection-sampling
Here are 2 public repositories matching this topic...
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
-
Updated
Jun 4, 2024 - Java
Add this topic to your repo
To associate your repository with the rejection-sampling topic, visit your repo's landing page and select "manage topics."