That’s, K goes to infinity, from the defining some countably infinite changeover distributions There are numerous what to notice about any of it thing thirty-two HDP-HMM Dirichlet process: Hierarchical Bayes: Day County state area regarding unbounded cardinality Hierarchical Bayes: connections county change withdrawals The fresh HDP-HMM makes it possible for a keen unbounded amount of you’ll be able to claims. New Dirichlet procedure a portion of the HDP allows for this unbounded condition place, identical to it desired getting a phone number regarding mixture parts on the combination of Gaussian design. Likewise, the brand new Dirichlet process encourages the utilization of merely an extra subset of these HMM states, that’s analogous towards the reinforcement of combination parts. New hierarchical layering of them processes connections together the state room each and every state-certain changeover delivery, and you can by this procedure, creates a contributed sparse set of you are able to claims.