Process.hpp File Reference

Abstract interface for Bayesian nonparametric processes. More...

#include "Data.hpp"
#include "Params.hpp"
#include <Eigen/Dense>
#include <random>

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Classes
class	Process
	Abstract base class for Bayesian nonparametric processes. More...

Detailed Description

Abstract interface for Bayesian nonparametric processes.

This file defines the abstract Process base class that provides a unified interface for different Bayesian nonparametric processes (DP, NGGP, DPW, NGGPW). It defines the essential methods needed for both Gibbs sampling and split-merge MCMC algorithms.

Author

Filippo Galli

Date

2025