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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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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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