Name: hmm-hmatrix Version: 0.0.2 Synopsis: Hidden Markov Models using HMatrix primitives Description: Hidden Markov Models implemented using HMatrix data types and operations. . 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 Source-Repository this Tag: 0.0.2 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