# 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 |
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Dependencies | array (>=0.4 && <0.6), base (>=4.5 && <4.8), containers (>=0.4.2 && <0.6), explicit-exception (>=0.1.7 && <0.2), hmatrix (==0.15.*), lazy-csv (==0.5.*), non-empty (>=0.2.1 && <0.3), random (==1.0.*), semigroups (>=0.8.4.1 && <0.17), transformers (>=0.2 && <0.5), utility-ht (>=0.0.10 && <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 0.0.0.1 head: darcs get http://hub.darcs.net/thielema/hmm-hmatrix |

Uploaded | by HenningThielemann at Sun Jul 12 16:05:57 UTC 2015 |

Distributions | NixOS:0.1.1 |

Downloads | 2575 total (162 in the last 30 days) |

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

Your Rating | |

Status | Docs available [build log] Last success reported on 2015-07-12 [all 1 reports] |

## Modules

[Index]

## Downloads

- hmm-hmatrix-0.0.0.1.tar.gz [browse] (Cabal source package)
- Package description (as included in the package)