@astermind/astermind-synthetic-data/dist/core/SequenceContext.d.ts

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

/**
 * SequenceContext - Add sequence context to generation
 * Uses previous characters to inform next character prediction
 */
export declare class SequenceContext {
    private ngramPatterns;
    private n;
    constructor(n?: number);
    /**
     * Learn n-gram patterns from training data
     */
    learnPatterns(samples: string[]): void;
    /**
     * Get next character probabilities given context
     */
    getNextCharProbs(context: string): Map<string, number>;
    /**
     * Suggest next character based on context
     */
    suggestNextChar(context: string): string | null;
    /**
     * Score how well a character fits the context
     */
    scoreChar(context: string, char: string): number;
}