rina dechter lojtdhxicsuciedu dear colleagues pleased announce release website graphmodalguci graphical model algorithms uc irvine purpose make available implementations algorithms group develops reasoning graphical models provide various exact approximate algorithms bayesian network tasks well constraint networks integer programming problems also host repository example problem instances websites url httpgraphmodicsuciedu list algorithms currently available aolibpe computes exact probability evidence bayesian networks using andor search spaces bucket elimination performs variable elimination obtain exact probability evidence ijgp iterative join graph propagation computes approximate beliefs bayesian networks using belief propagation algorithms ijgpis computes approximate beliefs probability evidence bayesian networks using hybrid importance sampling iterative join graph propagation ijgp relational consistency ijgpsamplesearch computes approximate beliefs probability evidence bayesian networks using hybrid importance sampling samplesearch iterative join graph propagation ijgp aolibmpe implements several exact andor search algorithms compute probable explanation bayesian networks using minibucket heuristics caching mbempe implements minibucket approximation probable explanation bayesian networks aolibwcsp finds optimal solution weighted constraint satisfaction problems via various andor search algorithms using minibucket heuristics caching mbewcsp implements minibucket approximation weighted constraint satisfaction problems aolibilp computes optimal solution 01 integer linear programs using andor search treedecomp computes tree decomposition given graphical model comments feedback welcomed sent lojtdhxicsuciedu andor lars otten bdmqhmicsuciedu hope find useful rina rina dechter lojtdhxicsuciedu bren school information computer sciences 949 8246556 university california irvine fax 9498244056 irvine ca 926973425 httpwwwicsuciedudechter fri 08 aug 2008 010304 0700 uai new website graphical models reasoning algorithms ucirvine