CommunityDetector: Simple Community Detector

In VectrixDB: Lightweight Vector Database with Embedded Machine Learning Models

Simple Community Detector

Description

Detects communities using connected components

Public fields

min_size

Minimum community size

max_levels

Maximum hierarchy levels

Methods

Public methods

• CommunityDetector$new()

• CommunityDetector$detect()

• CommunityDetector$clone()

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Method new()

Create a new CommunityDetector

Usage

CommunityDetector$new(min_size = 5, max_levels = 3)

Arguments

min_size

Min size

max_levels

Max levels

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Method detect()

Detect communities in graph

Usage

CommunityDetector$detect(graph)

Arguments

graph

KnowledgeGraph object

Returns

List of Community objects

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Method clone()

The objects of this class are cloneable with this method.

Usage

CommunityDetector$clone(deep = FALSE)

Arguments

deep

Whether to make a deep clone.

VectrixDB documentation built on Feb. 20, 2026, 5:09 p.m.