clustering-tfjs/dist/benchmarks/browser-backend.d.ts

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

export interface BrowserBenchmarkResult {
    algorithm: string;
    backend: 'webgl' | 'wasm' | 'cpu';
    datasetSize: number;
    features: number;
    executionTime: number;
    memoryUsed: number;
}
export declare function benchmarkInBrowser(configs: Array<{
    algorithm: string;
    backend: 'webgl' | 'wasm' | 'cpu';
    samples: number;
    features: number;
    centers: number;
}>): Promise<BrowserBenchmarkResult[]>;
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