https://github.com/daemon/jbl

Java library for performing Bayesian analysis
https://github.com/daemon/jbl

Last synced: about 1 year ago
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Java library for performing Bayesian analysis

• Host: GitHub
• URL: https://github.com/daemon/jbl
• Owner: daemon
• License: mit
• Created: 2017-04-25T01:05:46.000Z (about 9 years ago)
• Default Branch: master
• Last Pushed: 2017-05-05T21:06:22.000Z (about 9 years ago)
• Last Synced: 2025-02-04T13:43:48.482Z (over 1 year ago)
• Language: Java
• Size: 36.1 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

          
# JBL

This library contains routines for performing exact and approximate Bayesian inference on probabilistic graphical models. 

## Models

* Bayes net

* Factor graph

## Exact inference methods

* Belief propagation

* Variable elimination

## Approximate inference methods

* Assumed-density filtering

* Expectation Propagation

* Markov Chain Monte Carlo