arx.h [code] | Bayesian Filtering for generalized autoregressive (ARX) model |
bdmbase.h [code] | Basic structures of probability calculus: random variables, probability densities, Bayes rule |
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] | |
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 |