# hmm-hmatrix: Hidden Markov Models using HMatrix primitives

Deprecated.
in favor of hmm-lapack

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`

.

Versions [faq] | 0.0, 0.0.0.1, 0.0.1, 0.0.2, 0.1, 0.1.0.1, 0.1.1 |
---|---|

Change log | Changes.md |

Dependencies | array (>=0.4 && <0.6), base (>=4.5 && <5), containers (>=0.4.2 && <0.7), 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), QuickCheck (>=2.5 && <3), 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 repo | this: darcs get http://hub.darcs.net/thielema/hmm-hmatrix --tag 0.1.1 head: darcs get http://hub.darcs.net/thielema/hmm-hmatrix |

Uploaded | by HenningThielemann at Tue Nov 13 22:09:59 UTC 2018 |

Distributions | NixOS:0.1.1 |

Downloads | 2617 total (160 in the last 30 days) |

Rating | (no votes yet) [estimated by Bayesian average] |

Your Rating | |

Status | Docs not available [build log] All reported builds failed as of 2018-11-13 [all 2 reports] |

## 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.Test

- Math.HiddenMarkovModel

## Downloads

- hmm-hmatrix-0.1.1.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)