# hmm-hmatrix: Hidden Markov Models using HMatrix primitives

**This is a package candidate release!** Here you can preview how this package release will appear once published to the main package index (which can be accomplished via the 'maintain' link below). Please note that once a package has been published to the main package index it cannot be undone! Please consult the package uploading documentation for more information.

Hidden Markov Models implemented using HMatrix data types and operations. http://en.wikipedia.org/wiki/Hidden_Markov_Model

It implements:

generation of samples of emission sequences,

computation of the likelihood of an observed sequence of emissions,

construction of most likely state sequence that produces an observed sequence of emissions,

supervised and unsupervised training of the model by Baum-Welch algorithm.

It supports any kind of emission distribution, where discrete and multivariate Gaussian distributions are implemented as examples.

For an introduction please refer to the examples:

An alternative package without foreign calls is `hmm`

.

## Properties

Versions | 0.0, 0.0.0.1, 0.0.1, 0.0.2, 0.0.2, 0.1, 0.1.0.1, 0.1.1 |
---|---|

Change log | None available |

Dependencies | array (>=0.4 && <0.6), base (>=4.5 && <5), containers (>=0.4.2 && <0.6), deepseq (>=1.3 && <1.5), explicit-exception (>=0.1.7 && <0.2), hmatrix (==0.16.*), lazy-csv (==0.5.*), non-empty (>=0.2.1 && <0.4), random (>=1.0 && <1.2), semigroups (>=0.17 && <0.19), transformers (>=0.2 && <0.6), utility-ht (>=0.0.12 && <0.1) [details] |

License | BSD-3-Clause |

Author | Henning Thielemann |

Maintainer | haskell@henning-thielemann.de |

Category | Math |

Home page | http://hub.darcs.net/thielema/hmm-hmatrix |

Source repository | this: darcs clone http://hub.darcs.net/thielema/hmm-hmatrix --tag 0.0.2 head: darcs clone http://hub.darcs.net/thielema/hmm-hmatrix |

Uploaded | Sun Jan 14 18:51:57 UTC 2018 by HenningThielemann |

## Modules

*Math*- Math.HiddenMarkovModel
- Math.HiddenMarkovModel.Distribution
*Example*- Math.HiddenMarkovModel.Example.Circle
- Math.HiddenMarkovModel.Example.SineWave
- Math.HiddenMarkovModel.Example.TrafficLight

- Math.HiddenMarkovModel.Named
- Math.HiddenMarkovModel.Pattern

- Math.HiddenMarkovModel

## Downloads

- hmm-hmatrix-0.0.2.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)

#### Maintainers' corner

For package maintainers and hackage trustees