InitClusters Class Reference

#include <np_init_clusters.h>

Public Member Functions
	InitClusters (random_engine_t &generator, distribution_t &nonparametrics)
void	init (membertrix &cluster_matrix, int K)

Detailed Description

This class InitClusters initiates clusters using hyperparameters in the form of a non-parametric Bayesian prior.

Constructor & Destructor Documentation

InitClusters()

InitClusters::InitClusters	(	random_engine_t &	generator,
		distribution_t &	nonparametrics
	)

Constructor for the InitClusters class.

Parameters

[in]

nonparametrics

Sufficient statistics of the nonparametric prior (e.g. Dirichlet)

Member Function Documentation

init()

void InitClusters::init	(	membertrix &	cluster_matrix,
		int	K
	)

Init all cluster parameters.

Parameters

[in,out]

cluster_matrix

Cluster parameters that will be updated

---

The documentation for this class was generated from the following files:

• include/np_init_clusters.h
• src/np_init_clusters.cpp