hmm-hmatrix-0.1: hmm-hmatrix.cabal
Name: hmm-hmatrix
Version: 0.1
Synopsis: Hidden Markov Models using HMatrix primitives
Description:
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:
.
* "Math.HiddenMarkovModel.Example.TrafficLight"
.
* "Math.HiddenMarkovModel.Example.SineWave"
.
* "Math.HiddenMarkovModel.Example.Circle"
.
An alternative package without foreign calls is @hmm@.
Homepage: http://hub.darcs.net/thielema/hmm-hmatrix
License: BSD3
License-File: LICENSE
Author: Henning Thielemann
Maintainer: haskell@henning-thielemann.de
Category: Math
Build-Type: Simple
Cabal-Version: >=1.10
Extra-Source-Files:
Changes.md
Source-Repository this
Tag: 0.1
Type: darcs
Location: http://hub.darcs.net/thielema/hmm-hmatrix
Source-Repository head
Type: darcs
Location: http://hub.darcs.net/thielema/hmm-hmatrix
Library
Exposed-Modules:
Math.HiddenMarkovModel
Math.HiddenMarkovModel.Named
Math.HiddenMarkovModel.Distribution
Math.HiddenMarkovModel.Pattern
Math.HiddenMarkovModel.Example.TrafficLight
Math.HiddenMarkovModel.Example.SineWave
Math.HiddenMarkovModel.Example.Circle
Other-Modules:
Math.HiddenMarkovModel.Normalized
Math.HiddenMarkovModel.Private
Math.HiddenMarkovModel.Utility
Math.HiddenMarkovModel.CSV
Math.HiddenMarkovModel.Test
Build-Depends:
hmatrix >=0.16 && <0.17,
explicit-exception >=0.1.7 && <0.2,
lazy-csv >=0.5 && <0.6,
random >=1.0 && <1.2,
transformers >= 0.2 && <0.6,
non-empty >=0.2.1 && <0.4,
semigroups >=0.17 && <0.19,
containers >=0.4.2 && <0.6,
array >=0.4 && <0.6,
utility-ht >=0.0.12 && <0.1,
deepseq >=1.3 && <1.5,
base >=4.5 && <5
Hs-Source-Dirs: src
Default-Language: Haskell2010
GHC-Options: -Wall