文件列表:

HiddenMarkovModel\HMM\#dhmm_em.m# (3862, 2010-01-20)
HiddenMarkovModel\HMM\#fwdback.m# (6339, 2010-01-20)
HiddenMarkovModel\HMM\#testHMM.m# (25, 2010-01-20)
HiddenMarkovModel\HMM\#viterbi_path.m# (1541, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_em.m (4081, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_em.m~ (4089, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_em_demo.m (686, 2010-01-21)
HiddenMarkovModel\HMM\dhmm_em_online.m (2376, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_em_online_demo.m (2249, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_logprob.m (640, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_logprob_brute_force.m (552, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_logprob_path.m (448, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_sample.m (408, 2010-01-20)
HiddenMarkovModel\HMM\dhmm_sample_endstate.m (622, 2010-01-20)
HiddenMarkovModel\HMM\fixed_lag_smoother.m (2096, 2010-01-20)
HiddenMarkovModel\HMM\fixed_lag_smoother_demo.m (987, 2010-01-20)
HiddenMarkovModel\HMM\fixed_lag_smoother_demo.m~ (986, 2010-01-20)
HiddenMarkovModel\HMM\fwdback.m (6431, 2010-01-20)
HiddenMarkovModel\HMM\fwdback.m~ (6436, 2010-01-20)
HiddenMarkovModel\HMM\gausshmm_train_observed.m (1561, 2010-01-20)
HiddenMarkovModel\HMM\herbert.txt~ (10449, 2010-01-20)
HiddenMarkovModel\HMM\mc_sample.m (442, 2010-01-20)
HiddenMarkovModel\HMM\mc_sample_endstate.m (711, 2010-01-20)
HiddenMarkovModel\HMM\mdp_sample.m (490, 2010-01-20)
HiddenMarkovModel\HMM\mhmmParzen_train_observed.m (1203, 2010-01-20)
HiddenMarkovModel\HMM\mhmm_em.m (5562, 2010-01-20)
HiddenMarkovModel\HMM\mhmm_em_demo.m (1013, 2010-01-20)
HiddenMarkovModel\HMM\mhmm_logprob.m (960, 2010-01-20)
HiddenMarkovModel\HMM\mhmm_sample.m (1071, 2010-01-20)
HiddenMarkovModel\HMM\mk_leftright_transmat.m (248, 2010-01-20)
HiddenMarkovModel\HMM\mk_rightleft_transmat.m (249, 2010-01-20)
HiddenMarkovModel\HMM\pomdp_sample.m (612, 2010-01-20)
HiddenMarkovModel\HMM\testHMM.m (138, 2010-01-20)
HiddenMarkovModel\HMM\testHMM.m~ (138, 2010-01-20)
HiddenMarkovModel\HMM\transmat_train_observed.m (1245, 2010-01-20)
HiddenMarkovModel\HMM\viterbi_path.m (1541, 2010-01-20)
HiddenMarkovModel\HMM\viterbi_path.m~ (1541, 2010-01-20)
... ...

Hidden Markov Model (HMM) Toolbox written by Kevin Murphy (19***). See http://www.ai.mit.edu/~murphyk/Software/hmm.html for details. Models ------ dhmm = HMM with discrete output mhmm = HMM with mixture of Gaussians output; Use mhmm with M=1 components to simulate an HMM with a single Gaussian output. Demos ----- mhmm_em_demo dhmm_em_demo dhmm_em_online_demo fixed_lag_smoother_demo References ----------- See "A tutorial on Hidden Markov Models and selected applications in speech recognition", L. Rabiner, 1***9, Proc. IEEE 77(2):257--286.

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