mlpy.stats.dbn.hmm.GMMHMM.sample¶
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GMMHMM.
sample
(length, size=1)¶ Generates random samples from the model.
Parameters: length : int or ndarray[int]
Length of a sample
size : int, optional
Number of samples to generate. Default is 1.
Returns: obs : array_like, shape (n, ni, nfeatures)
List of samples, where n is the number of samples, ni is the length of the i-th sample, and each observation has nfeatures.
hidden_states : array_like, shape (n, ni)
List of hidden states, where n is the number of samples, ni is the i-th hidden state.