neal.cpp File Reference

Implementation of Neal's Algorithm 3 for collapsed Gibbs sampling. More...

#include "neal.hpp"

Detailed Description

Implementation of Neal's Algorithm 3 for collapsed Gibbs sampling.

This file contains the complete implementation of the Neal3 class, providing efficient collapsed Gibbs sampling for Bayesian nonparametric mixture models. The implementation includes sequential observation updates with automatic cluster management and proper probability computations.

Author

Filippo Galli

Date

2025