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.

Modules

For package maintainers and hackage trustees

Candidates

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
Distributions
Reverse Dependencies	1 direct, 0 indirect [details]
Downloads	4157 total (0 in the last 30 days)
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Status	Docs available [build log] Last success reported on 2015-07-12 [all 1 reports]