import { z } from 'zod';
/**
 * Zod schema for Baum-Welch training algorithm options
 */
export declare const BaumWelchOptionsSchema: z.ZodObject<{
    maxIterations: z.ZodNumber;
    convergenceTolerance: z.ZodNumber;
    initialModel: z.ZodOptional<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>>;
}, z.core.$strip>;
/**
 * TypeScript types derived from Zod schemas
 */
export type BaumWelchOptions = z.infer<typeof BaumWelchOptionsSchema>;
/**
 * Validated type after parsing
 */
export type BaumWelchOptionsValidated = z.output<typeof BaumWelchOptionsSchema>;