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Deal with representations of Markov Models.


MarkovModelBuilder Interface to build up a Markov Model. 

HiddenMarkovModel Represent a hidden markov model that can be used for state estimation. 











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Return an array of n random numbers, where the elements of the array sum to 1.0 
Calculate which symbols can be emitted in each state 
Calculate which 'from transitions' are allowed for each state This looks through all of the trans_probs, and uses this dictionary to determine allowed transitions. It converts this information into a dictionary, whose keys are source states and whose values are lists of destination states reachable from the source state via a transition. 
Calculate which 'to transitions' are allowed for each state This looks through all of the trans_probs, and uses this dictionary to determine allowed transitions. It converts this information into a dictionary, whose keys are destination states and whose values are lists of source states from which the destination is reachable via a transition. 
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