Skip to content

hthuwal/bayesian-network

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

17 Commits
 
 
 
 
 
 
 
 
 
 

Repository files navigation

bayesian-network

Assignment @ Uncertainity in AI Course IITD

Given a bayesian Network in .bif format. Network has the Bayes net structure including variables and parents, but do not have probability values represented by -1.

To learn these values a data file is provided. Each line is a record. All features are listed in exactly the same order as in the .bif network and are comma-separated.

Implemented Expectation Maximization to learn the unknown probability values of the bayesian network

Releases

No releases published

Packages

No packages published

Languages