|
Accord.Statistics.Models.Markov Namespace |
Contains classes related to Hidden Markov Models and their learning algorithms. Offers support for both discrete and continuous-density models, as well as Markov classifiers and threshold models for sequence rejection.
Classes| Class | Description | |
|---|---|---|
 | BaseHiddenMarkovClassifierTModel | Obsolete.
Base class for (HMM) Sequence Classifiers.
This class cannot be instantiated.
|
| BaseHiddenMarkovClassifierTModel, TDistribution, TObservation |
Base class for (HMM) Sequence Classifiers.
This class cannot be instantiated.
|
| BaseHiddenMarkovModel |
Base class for Hidden Markov Models. This class cannot
be instantiated.
|
| ForwardBackwardAlgorithm |
Forward-Backward algorithms for Hidden Markov Models.
|
 | HiddenMarkovClassifier |
Discrete-density Hidden Markov Model Set for Sequence Classification.
|
| HiddenMarkovClassifierTDistribution | Obsolete.
Obsolete. Please use HiddenMarkovClassifierTDistribution, TObservation instead.
|
| HiddenMarkovClassifierTDistribution, TObservation |
Arbitrary-density Hidden Markov Model Set for Sequence Classification.
|
| HiddenMarkovModel |
Discrete-density Hidden Markov Model.
|
| HiddenMarkovModelTDistribution | Obsolete.
Obsolete. Please use HiddenMarkovModelTDistribution, TObservation instead.
|
| HiddenMarkovModelTDistribution, TObservation |
Hidden Markov Model for any kind of observations (not only discrete).
|
Interfaces| Interface | Description | |
|---|---|---|
 | IHiddenMarkovClassifier | Obsolete.
Common interface for sequence classifiers using
hidden Markov models.
|
| IHiddenMarkovModel |
Common interface for Hidden Markov Models.
|
Enumerations| Enumeration | Description | |
|---|---|---|
 | HiddenMarkovModelAlgorithm |
Algorithms for solving HiddenMarkovModel-related
problems, such as sequence decoding and likelihood evaluation.
|