arela/dist/detect/infomap.d.ts

AI-powered CTO with multi-agent orchestration, code summarization, visual testing (web + mobile) for blazing fast development.

import type { Graph, Community } from './types.js';
export interface InfomapOptions {
    directed?: boolean;
    twoLevel?: boolean;
    numTrials?: number;
    seed?: number;
    silent?: boolean;
}
/**
 * Detect communities using Infomap algorithm
 *
 * Infomap uses information flow (random walk) to find communities.
 * This is conceptually superior to modularity optimization for codebases
 * because it models how information flows through dependencies.
 *
 * For now, we'll use a simplified implementation that mimics Infomap's
 * information-flow approach with the refined weighting model from research.
 */
export declare function detectCommunitiesInfomap(graph: Graph, options?: InfomapOptions): Community[];
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