#!/usr/bin/env python # encoding: utf-8 from __future__ import division, print_function import numpy as np from hmm import _stoch_map, HMM n_hid = 4 n_obs = 3 steps = 10 hmm_ref = HMM(n_obs, n_hid) hmm_test = HMM(n_obs, n_hid) obs = hmm_ref.get_sequence(steps) hmm_test.fit(obs) norm = lambda x: np.max(np.abs(x)) print(norm(hmm_ref._mkh - hmm_test._mkh)) print(norm(hmm_ref._mko - hmm_test._mko)) print(norm(hmm_ref._init - hmm_test._init))
