ContinuosCache Class Reference

Cache for spatial model with continuous covariates. More...

#include <continuos_cache.hpp>

Inheritance diagram for ContinuosCache:

Classes
struct	ClusterStats
	Structure to hold statistics for each cluster. More...

Public Member Functions
	ContinuosCache (Eigen::VectorXi &initial_allocations, const Eigen::VectorXd &continuos_covariates)
void	set_allocation (int index, int cluster, int old_cluster) override
	Assigns a point to a cluster.
ClusterStats	get_cluster_stats (int cluster) const
	Get cluster statistics for a specific cluster.
const ClusterStats &	get_cluster_stats_ref (int cluster) const
	Get cluster statistics reference for a specific cluster.
void	recompute (const int K, const Eigen::VectorXi &allocations) override
	Recomputes all cluster information from current allocations.
void	move_cluster_info (int from_cluster, int to_cluster) override
	Moves cluster information from one cluster to another.
void	remove_info (int cluster) override
	Removes information related to a specific cluster.
Public Member Functions inherited from ClusterInfo
	ClusterInfo ()=default
virtual	~ClusterInfo ()=default

Public Attributes
const Eigen::VectorXd	continuos_covariates

Private Attributes
std::vector< ClusterStats >	cluster_stats

Detailed Description

Cache for spatial model with continuous covariates.

This class maintains cluster statistics for a spatial model that includes continuous covariates.

Constructor & Destructor Documentation

ContinuosCache()

ContinuosCache::ContinuosCache ( Eigen::VectorXi & initial_allocations, const Eigen::VectorXd & continuos_covariates )

inline

Member Function Documentation

get_cluster_stats()

ClusterStats ContinuosCache::get_cluster_stats ( int cluster ) const

inline

Get cluster statistics for a specific cluster.

Parameters

cluster

Index of the cluster

Returns

ClusterStats struct

get_cluster_stats_ref()

const ClusterStats & ContinuosCache::get_cluster_stats_ref ( int cluster ) const

inline

Get cluster statistics reference for a specific cluster.

Parameters

cluster

Index of the cluster

Returns

Const reference to ClusterStats struct

move_cluster_info()

void ContinuosCache::move_cluster_info ( int from_cluster, int to_cluster )

inlineoverridevirtual

Moves cluster information from one cluster to another.

Parameters

from_cluster	Index of the source cluster
to_cluster	Index of the target cluster

Implements ClusterInfo.

recompute()

void ContinuosCache::recompute ( const int K, const Eigen::VectorXi & allocations )

overridevirtual

Recomputes all cluster information from current allocations.

Parameters

K	Current number of clusters
allocations	Current allocations vector

Implements ClusterInfo.

remove_info()

void ContinuosCache::remove_info ( int cluster )

overridevirtual

Removes information related to a specific cluster.

Parameters

cluster

Index of the cluster to remove

Implements ClusterInfo.

set_allocation()

void ContinuosCache::set_allocation ( int index, int cluster, int old_cluster )

overridevirtual

Assigns a point to a cluster.

Parameters

index	Index of the point to reassign
cluster	Target cluster index (K for new cluster, -1 for unallocated)
old_cluster	Previous cluster index of the point

Exceptions

std::out_of_range

if index or cluster is invalid

Implements ClusterInfo.

Member Data Documentation

cluster_stats

std::vector<ClusterStats> ContinuosCache::cluster_stats

private

continuos_covariates

const Eigen::VectorXd ContinuosCache::continuos_covariates

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

• src/processes/caches/continuos_cache.hpp
• src/processes/caches/continuos_cache.cpp