bdmbase.h File Reference
Basic structures of probability calculus: random variables, probability densities, Bayes rule. More...
#include <map>#include "../itpp_ext.h"#include "../bdmroot.h"#include "../shared_ptr.h"#include "user_info.h"Go to the source code of this file.
Classes | |
| class | bdm::str |
| Structure of RV, i.e. RVs expanded into a flat list of IDs, used for debugging. More... | |
| class | bdm::RV |
| Class representing variables, most often random variables. More... | |
| class | bdm::fnc |
Class representing function  of variable  represented by rv. More... | |
| class | bdm::epdf |
| Probability density function with numerical statistics, e.g. posterior density. More... | |
| class | bdm::mpdf |
Conditional probability density, e.g. modeling  , where  is random variable, rv, and  is conditioning variable, rvc. More... | |
| class | bdm::mpdf_internal< EPDF > |
Mpdf with internal epdf that is modified by function condition. More... | |
| class | bdm::datalink |
| DataLink is a connection between two data vectors Up and Down. More... | |
| class | bdm::datalink_m2e |
| Data link with a condition. More... | |
| class | bdm::datalink_m2m |
| class | bdm::logger |
| Class for storing results (and semi-results) of an experiment. More... | |
| class | bdm::mepdf |
| Unconditional mpdf, allows using epdf in the role of mpdf. More... | |
| class | bdm::DS |
| Abstract class for discrete-time sources of data. More... | |
| class | bdm::BM |
| Bayesian Model of a system, i.e. all uncertainty is modeled by probabilities. More... | |
Typedefs | |
| typedef std::map< string, int > | bdm::RVmap |
| typedef Array< shared_ptr< epdf > > | bdm::epdf_array |
| typedef Array< shared_ptr< mpdf > > | bdm::mpdf_array |
Functions | |
| bdm::UIREGISTER (RV) | |
| bdm::SHAREDPTR (RV) | |
| RV | bdm::concat (const RV &rv1, const RV &rv2) |
| Concat two random variables. | |
| bdm::SHAREDPTR (epdf) | |
| bdm::SHAREDPTR (mpdf) | |
| bdm::UIREGISTER (mepdf) | |
| bdm::SHAREDPTR (mepdf) | |
| RV | bdm::get_composite_rv (const Array< shared_ptr< mpdf > > &mpdfs, bool checkoverlap=false) |
| Combines RVs from a list of mpdfs to a single one. | |
Variables | |
| ivec | bdm::RV_SIZES |
| Internal global variable storing sizes of RVs. | |
| Array< string > | bdm::RV_NAMES |
| Internal global variable storing names of RVs. | |
Detailed Description
Basic structures of probability calculus: random variables, probability densities, Bayes rule.
----------------------------------- BDM++ - C++ library for Bayesian Decision Making under Uncertainty
Using IT++ for numerical operations -----------------------------------
