clustering-tfjs/dist/datasets/synthetic.d.ts

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

import * as tf from '../tf-adapter';
export interface MakeBlobsOptions {
    nSamples: number;
    nFeatures: number;
    centers: number | tf.Tensor2D;
    clusterStd?: number;
    randomState?: number;
}
export interface MakeBlobsResult {
    X: tf.Tensor2D;
    y: number[];
}
export declare function makeBlobs(options: MakeBlobsOptions): MakeBlobsResult;
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