clustering-tfjs/dist/tf-backend.d.ts

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

/**
 * TensorFlow.js backend manager
 *
 * Manages a singleton instance of TensorFlow.js with support for
 * multiple backends and environments.
 */
import type * as tfType from '@tensorflow/tfjs-core';
/**
 * Backend configuration options
 */
export interface BackendConfig {
    /**
     * Preferred backend to use. If not specified, will auto-detect.
     * Options: 'cpu', 'webgl', 'wasm', 'node', 'node-gpu'
     */
    backend?: string;
    /**
     * Custom flags to pass to the backend
     */
    flags?: Record<string, unknown>;
}
/**
 * Initialize the TensorFlow.js backend
 */
export declare function initializeBackend(config?: BackendConfig): Promise<typeof tfType>;
/**
 * Get the current TensorFlow instance
 * @throws Error if not initialized
 */
export declare function getTensorFlow(): typeof tfType;
/**
 * Check if TensorFlow is initialized
 */
export declare function isInitialized(): boolean;
/**
 * Reset the backend (mainly for testing)
 */
export declare function resetBackend(): void;
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