NIP - Dynamic Bayesian Network library

This repo contains the code used in my MSc thesis: http://users.ics.aalto.fi/jatoivol/di-oneside.pdf

There has been some revision to this software since the year 2007, though.

tl;dr:

• (Dynamic) Bayesian Network (DBN) library in C
• categorical/discrete random variables -> probability tables
• (D)BN -> join tree transformation
• exact join tree inference (batch/offline mode)
• Expectation Maximization (EM) learning
• sampling from a given model
• some elementary command line tools, see demo.sh

[Smyth, Heckerman, Jordan 1996] used acronym PIN: probabilistic independence network (for BN), so I named this NIP

Licence: GPLv2+

--Janne OH2GXN