Name | Description | Type | Package | Framework |
BetaMixtureDistribution | The HMM states use the Beta distribution to model the observations. | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |
BetaMixtureDistribution .Lambda | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu | |
BinomialMixtureDistribution | The HMM states use the Binomial distribution to model the observations. | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |
BinomialMixtureDistribution .Lambda | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu | |
ExponentialMixtureDistribution | The HMM states use the Exponential distribution to model the observations. | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |
GammaMixtureDistribution | The HMM states use the Gamma distribution to model the observations. | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |
GammaMixtureDistribution .Lambda | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu | |
LogNormalMixtureDistribution | The HMM states use the Log-Normal distribution to model the observations. | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |
LogNormalMixtureDistribution .Lambda | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu | |
MixtureDistribution | This is the conditional distribution of the observations in each state (possibly differently parameterized) of a mixture hidden Markov model. | Interface | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |
MixtureHMM | This is the mixture hidden Markov model (HMM). | Class | com.numericalmethod.suanshu.stats.hmm.mixture | SuanShu |
MixtureHMMEM | The EM algorithm is used to find the unknown parameters of a hidden Markov model (HMM) by making use of the forward-backward algorithm. | Class | com.numericalmethod.suanshu.stats.hmm.mixture | SuanShu |
MixtureHMMEM .TrainedModel | Class | com.numericalmethod.suanshu.stats.hmm.mixture | SuanShu | |
NormalMixtureDistribution | The HMM states use the Normal distribution to model the observations. | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |
NormalMixtureDistribution .Lambda | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu | |
PoissonMixtureDistribution | The HMM states use the Poisson distribution to model the observations. | Class | com.numericalmethod.suanshu.stats.hmm.mixture.distribution | SuanShu |