# File List

Here is a list of all documented files with brief descriptions:

arx.h [code] | Bayesian Filtering for generalized autoregressive (ARX) model
arx_ctrl.h [code] | Controllers for linear Gaussian systems
arx_straux.h [code] | Bayesian Filtering for generalized autoregressive (ARX) model
bdmbase.h [code] | Basic structures of probability calculus: random variables, probability densities, Bayes rule
bdmerror.h [code] | BDM's exception-throwing macros
bdmroot.h [code] | Bayesian Models (bm) that use Bayes rule to learn from observations
chmat.h [code] | Matrices in decomposed forms (LDL', LU, UDU', etc)
config2mxstruct.h [code] |
ctrlbase.h [code] | Base classes for designers of control strategy
datasources.h [code] | Common DataSources
dirent.h [code] |
discrete.h [code] | Probability distributions for discrete support densities
ekf_template.h [code] | Bayesian Filtering for linear Gaussian models (Kalman Filter) and extensions
emix.h [code] | Probability distributions for Mixtures of pdfs
exp_family.h [code] | Probability distributions for Exponential Family models
functions.h [code] |
itpp_ext.h [code] |
kalman.h [code] | Bayesian Filtering for linear Gaussian models (Kalman Filter) and extensions
loggers.h [code] | Loggers for storing results of experiments
merger.h [code] | Mergers for combination of pdfs
mex_datasource.h [code] |
mex_logger.h [code] |
mex_parser.h [code] |
mixtures.h [code] | Bayesian Filtering for mixtures of exponential family (EF) members
osutils.h [code] |
participants.h [code] | Higher-level Objects - Participants
particles.h [code] | Bayesian Filtering using stochastic sampling (Particle Filters)
shared_ptr.h [code] | BDM's own smart pointers
square_mat.h [code] | Matrices in decomposed forms (LDL', LU, UDU', etc)
user_info.h [code] | UI (user info) class for loading/saving objects from/to configuration files. It is designed with use of libconfig C/C++ Configuration File Library User Infos and their use