import { z } from 'zod';
/**
 * Zod schema for HMM model
 */
export declare const HMMModelSchema: z.ZodObject<{
    numStates: z.ZodNumber;
    numFeatures: z.ZodNumber;
    transitionMatrix: z.ZodArray<z.ZodArray<z.ZodNumber>>;
    emissionParams: z.ZodArray<z.ZodObject<{
        means: z.ZodArray<z.ZodNumber>;
        variances: z.ZodArray<z.ZodNumber>;
    }, z.core.$strip>>;
    initialProbs: z.ZodArray<z.ZodNumber>;
    logLikelihood: z.ZodOptional<z.ZodNumber>;
}, z.core.$strip>;
/**
 * TypeScript types derived from Zod schemas
 */
export type HMMModel = z.infer<typeof HMMModelSchema>;
/**
 * Validated type after parsing
 */
export type HMMModelValidated = z.output<typeof HMMModelSchema>;