@astermind/astermind-synth/dist/omegasynth/OmegaSynth.d.ts

OmegaSynth - Label-Conditioned Synthetic Data Generator for AsterMind ELM/KELM Pipelines

/**
 * OmegaSynth - Main class
 * Unified interface for synthetic data generation
 */
import { OmegaSynthConfig, LabeledSample } from './types';
export declare class OmegaSynth {
    private config;
    private generator;
    private seed?;
    constructor(config: OmegaSynthConfig);
    private initializeGenerator;
    /**
     * Train the generator on a dataset
     * @param dataset Array of labeled samples
     */
    train(dataset: LabeledSample[]): Promise<void>;
    /**
     * Generate a synthetic value for a given label
     * @param label Label to generate for
     * @param seed Optional seed for deterministic generation
     */
    generate(label: string, seed?: number): Promise<string>;
    /**
     * Generate multiple synthetic values for a label
     * @param label Label to generate for
     * @param count Number of samples to generate
     */
    generateBatch(label: string, count: number): Promise<string[]>;
    /**
     * Get all available labels
     */
    getLabels(): string[];
    /**
     * Check if the generator is trained
     */
    isTrained(): boolean;
    /**
     * Set seed for deterministic generation
     */
    setSeed(seed: number): void;
}