hmm-hmatrix: Hidden Markov Models using HMatrix primitives

[ bsd3, deprecated, library, math ] [ Propose Tags ]
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.

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Versions [RSS] 0.0, 0.0.0.1, 0.0.1, 0.0.2, 0.1, 0.1.0.1, 0.1.1
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 && <0.16), lazy-csv (>=0.5 && <0.6), non-empty (>=0.2.1 && <0.3), random (>=1.0 && <1.1), 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 2015-07-12T16:05:57Z
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Reverse Dependencies 1 direct, 0 indirect [details]
Downloads 4003 total (17 in the last 30 days)
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Status Docs available [build log]
Last success reported on 2015-07-12 [all 1 reports]