Name: hmm-lapack Version: 0.4 Synopsis: Hidden Markov Models using LAPACK primitives Description: Hidden Markov Models implemented using LAPACK 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-lapack 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: 0.4 Type: darcs Location: http://hub.darcs.net/thielema/hmm-lapack Source-Repository head Type: darcs Location: http://hub.darcs.net/thielema/hmm-lapack 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 Math.HiddenMarkovModel.Test Other-Modules: Math.HiddenMarkovModel.Example.TrafficLightPrivate Math.HiddenMarkovModel.Example.CirclePrivate Math.HiddenMarkovModel.Normalized Math.HiddenMarkovModel.Private Math.HiddenMarkovModel.Utility Math.HiddenMarkovModel.CSV Build-Depends: lapack >=0.3 && <0.4, fixed-length >=0.2.1 && <0.3, tfp >=1.0 && <1.1, netlib-ffi >=0.1.1 && <0.2, comfort-array >=0.4 && <0.5, QuickCheck >=2.5 && <3, 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 >=0.3.2 && <0.4, semigroups >=0.17 && <1.0, containers >=0.4.2 && <0.7, utility-ht >=0.0.12 && <0.1, deepseq >=1.3 && <1.5, prelude-compat >=0.0 && <0.1, base >=4.5 && <5 Hs-Source-Dirs: src Default-Language: Haskell2010 GHC-Options: -Wall Test-Suite hmm-test Type: exitcode-stdio-1.0 Build-Depends: hmm-lapack, QuickCheck, base Main-Is: Main.hs Hs-Source-Dirs: test Default-Language: Haskell2010 GHC-Options: -Wall