| ▼ include | |
| ▼ dai | |
| ▼ matlab | |
| matlab.h | Defines some utility functions for interfacing with MatLab |
| alldai.h | Main libDAI header file. It #includes all other libDAI headers |
| bbp.h | Defines class BBP, which implements Back-Belief-Propagation |
| bipgraph.h | Defines the BipartiteGraph class, which represents a bipartite graph |
| bp.h | Defines class BP, which implements (Loopy) Belief Propagation |
| bp_dual.h | Defines class BP_dual, which is used primarily by BBP |
| cbp.h | Defines class CBP, which implements Conditioned Belief Propagation |
| clustergraph.h | Defines class ClusterGraph, which is used by JTree, TreeEP and HAK |
| cobwebgraph.h | Defines class CobwebGraph, which implements a type of region graph used by GLC |
| createfg.h | Provides functionality for input/output of data structures in various file formats |
| dag.h | Defines the DAG class, which represents a directed acyclic graph |
| dai_config.h | Allows the user to specify which algorithms will be built into libDAI |
| daialg.h | Defines the general interface for inference methods in libDAI (classes InfAlg, DaiAlg<>, DaiAlgFG and DaiAlgRG) |
| decmap.h | Defines class DecMAP, which constructs a MAP state by decimation |
| doc.h | Contains additional doxygen documentation |
| emalg.h | Defines classes related to Expectation Maximization (EMAlg, ParameterEstimation, CondProbEstimation and SharedParameters) |
| enum.h | Defines the DAI_ENUM macro, which can be used to define an enum with additional functionality |
| evidence.h | Defines class Evidence, which stores multiple observations of joint states of variables |
| exactinf.h | Defines ExactInf class, which can be used for exact inference on small factor graphs |
| exceptions.h | Defines the Exception class and macros for throwing exceptions and doing assertions |
| factor.h | Defines TFactor<> and Factor classes which represent factors in probability distributions |
| factorgraph.h | Defines the FactorGraph class, which represents factor graphs (e.g., Bayesian networks or Markov random fields) |
| fbp.h | Defines class FBP, which implements Fractional Belief Propagation |
| gibbs.h | Defines class Gibbs, which implements Gibbs sampling |
| glc.h | Defines classes GLC and Cobweb, which implement the "Generalized Loop Correction method" |
| graph.h | Defines the GraphAL class, which represents an undirected graph as an adjacency list |
| hak.h | Defines class HAK, which implements a variant of Generalized Belief Propagation |
| index.h | Defines the IndexFor, multifor, Permute and State classes, which all deal with indexing multi-dimensional arrays |
| io.h | Provides functionality for input/output of data structures in various file formats |
| jtree.h | Defines class JTree, which implements the junction tree algorithm |
| lc.h | Defines class LC, which implements loop corrections for approximate inference |
| mf.h | Defines class MF which implements the Mean Field algorithm |
| mr.h | Defines class MR, which implements loop corrections as proposed by Montanari and Rizzo |
| prob.h | Defines TProb<> and Prob classes which represent (probability) vectors (e.g., probability distributions of discrete random variables) |
| properties.h | Defines the Property and PropertySet classes, which are mainly used for managing parameters of inference algorithms |
| regiongraph.h | Defines classes Region, FRegion and RegionGraph, which implement a particular subclass of region graphs |
| smallset.h | Defines the SmallSet<> class, which represents a set (optimized for a small number of elements) |
| treeep.h | Defines class TreeEP, which implements Tree Expectation Propagation |
| trwbp.h | Defines class TRWBP, which implements Tree-Reweighted Belief Propagation |
| util.h | Defines general utility functions and adds an abstraction layer for platform-dependent functionality |
| var.h | Defines class Var, which represents a discrete random variable |
| varset.h | Defines the VarSet class, which represents a set of random variables |
| weightedgraph.h | Defines some utility functions for (weighted) undirected graphs, trees and rooted trees |
| config.h | |
