clustering-tfjs/dist/clustering/spectral_consensus.d.ts

High-performance TypeScript clustering algorithms (K-Means, Spectral, Agglomerative) with TensorFlow.js acceleration and scikit-learn compatibility

import { SpectralClustering } from './spectral';
import { DataMatrix, SpectralClusteringParams } from './types';
/**
 * SpectralClustering with consensus clustering to improve robustness.
 * Runs k-means multiple times and takes majority vote for each point.
 */
export declare class SpectralClusteringConsensus extends SpectralClustering {
    private consensusRuns;
    constructor(params: SpectralClusteringParams & {
        consensusRuns?: number;
    });
    fit(X: DataMatrix): Promise<void>;
}
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