@astermind/astermind-synthetic-data/dist/omegasynth/core/PatternCorrector.d.ts

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

/**
 * PatternCorrector - Post-processing pattern matching and correction
 * Learns patterns from training data and applies them to generated samples
 */
import { LabeledSample } from '../types';
export interface Pattern {
    label: string;
    examples: string[];
    commonPrefixes: string[];
    commonSuffixes: string[];
    charFrequency: Map<string, number>;
    lengthDistribution: number[];
}
export declare class PatternCorrector {
    private patterns;
    /**
     * Learn patterns from training data
     */
    learnPatterns(samples: LabeledSample[]): void;
    /**
     * Learn pattern for a specific label
     */
    private learnPattern;
    /**
     * Correct a generated string using learned patterns
     */
    correct(generated: string, label: string): string;
    /**
     * Score how well a generated string matches the pattern
     */
    score(generated: string, label: string): number;
    /**
     * Get pattern for a label
     */
    getPattern(label: string): Pattern | undefined;
}