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API Docs / Microsoft.VisualBasic.DataMining.HiddenMarkovChain

Microsoft.VisualBasic.DataMining.HiddenMarkovChain 1.0.9762.11310.

Namespaces 2 Types 6 Members 17

01 Namespaces

Microsoft.VisualBasic.DataMining.HiddenMarkovChain

Hidden Markov model toolkit: the hidden Markov chain model together with the shared algorithm abstractions.

TypeSummary Members
Chain 7
HMM HMM用于建模数据序列，无论是从连续概率分布还是从离散概率分布得出的。 它们与状态空间和高斯混合模型相关，因为它们旨在估计引起观测的状态。 状态是未知或“隐藏”的，并且HMM试图估计状态，类似于无监督聚类过程。 0

Microsoft.VisualBasic.DataMining.HiddenMarkovChain.Models

Data structures of the hidden Markov model.

TypeSummary Members
Alpha alpha and alpha matrix 2
Beta beta and beta matrix 2
Observable 3
StatesObject 3