Cabal-Version: 2.2 Name: hmm-lapack Version: 0.4.1 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: https://hub.darcs.net/thielema/hmm-lapack License: BSD-3-Clause License-File: LICENSE Author: Henning Thielemann Maintainer: haskell@henning-thielemann.de Category: Math Build-Type: Simple Extra-Source-Files: Changes.md Source-Repository this Tag: 0.4.1 Type: darcs Location: https://hub.darcs.net/thielema/hmm-lapack Source-Repository head Type: darcs Location: https://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 Build-Depends: private, lapack >=0.4 && <0.5, fixed-length >=0.2.1 && <0.3, tfp >=1.0 && <1.1, netlib-ffi >=0.1.1 && <0.2, comfort-array-shape >=0.0 && <0.1, comfort-array >=0.5 && <0.6, explicit-exception >=0.1.7 && <0.2, lazy-csv >=0.5 && <0.6, 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, base >=4.5 && <5 Hs-Source-Dirs: src Default-Language: Haskell2010 GHC-Options: -Wall Library private Exposed-Modules: Math.HiddenMarkovModel.Public Math.HiddenMarkovModel.Public.Distribution Math.HiddenMarkovModel.Example.TrafficLightPrivate Math.HiddenMarkovModel.Example.SineWavePrivate Math.HiddenMarkovModel.Example.CirclePrivate Math.HiddenMarkovModel.Normalized Math.HiddenMarkovModel.Private Math.HiddenMarkovModel.Utility Math.HiddenMarkovModel.CSV Build-Depends: lapack, tfp, netlib-ffi, comfort-array, explicit-exception, lazy-csv, random >=1.0 && <1.3, transformers, non-empty, semigroups, containers, utility-ht, deepseq, prelude-compat >=0.0 && <0.1, base Hs-Source-Dirs: private Default-Language: Haskell2010 GHC-Options: -Wall Test-Suite hmm-test Type: exitcode-stdio-1.0 Build-Depends: hmm-lapack, private, lapack, comfort-array-shape, comfort-array, fixed-length, tfp, doctest-exitcode-stdio >=0.0 && <0.1, doctest-lib >=0.1 && <0.1.1, QuickCheck >=2.5 && <3, random, containers, non-empty, utility-ht, deepseq, base Main-Is: Main.hs Other-Modules: Test Test.Main Test.Math.HiddenMarkovModel.Example.TrafficLightPrivate Test.Math.HiddenMarkovModel.Example.SineWavePrivate Test.Math.HiddenMarkovModel.Example.CirclePrivate Test.Math.HiddenMarkovModel.Normalized Hs-Source-Dirs: test Default-Language: Haskell2010 GHC-Options: -Wall