File List

Here is a list of all files with brief descriptions:

[detail level 123]

▼ src
▼ processes
DP.cpp	Implementation of Dirichlet Process for Bayesian nonparametric clustering
DP.hpp	Dirichlet Process implementation for Bayesian nonparametric clustering
DPW.cpp	Implementation of Weighted Dirichlet Process with spatial dependencies
DPW.hpp	Dirichlet Process with spatial weights (DPW) implementation for spatially-aware Bayesian nonparametric clustering
NGGP.cpp	Implementation of Normalized Generalized Gamma Process
NGGP.hpp	Normalized Generalized Gamma Process (NGGP) implementation for Bayesian nonparametric clustering
NGGPW.cpp	Implementation of Weighted Normalized Generalized Gamma Process
NGGPW.hpp	Normalized Generalized Gamma Process with spatial weights (NGGPW) implementation for spatially-aware Bayesian nonparametric clustering
▼ samplers
neal.cpp	Implementation of Neal's Algorithm 3 for collapsed Gibbs sampling
neal.hpp	Neal's Algorithm 3 implementation for collapsed Gibbs sampling
splitmerge.cpp	Implementation of Split-Merge MCMC sampler
splitmerge.hpp	Split-Merge MCMC sampler implementation for Bayesian nonparametric models
splitmerge_SAMS.cpp	Implementation of Sequential Allocation Merge-Split (SAMS) sampler
splitmerge_SAMS.hpp	Sequential Allocation Merge-Split (SAMS) sampler implementation
▼ utils
Data.cpp	Implementation of the Data class
Data.hpp	Data structure for managing point distances and cluster allocations
Likelihood.cpp	Implementation of the Likelihood class for distance-based clustering
Likelihood.hpp	Likelihood computation for clustering with cohesion and repulsion
Params.hpp	Parameter management for Bayesian nonparametric MCMC models
Process.hpp	Abstract interface for Bayesian nonparametric processes
Sampler.hpp	Abstract base class for MCMC sampling algorithms
launcher.cpp	Main launcher file for MCMC simulation with various Bayesian non-parametric processes