hmm-lapack: Hidden Markov Models using LAPACK primitives
Hidden Markov Models implemented using LAPACK 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.
| Versions [faq] | 0.3, 0.3.0.1, 0.3.0.2, 0.3.0.3, 0.4 |
|---|---|
| Change log | Changes.md |
| Dependencies | base (>=4.5 && <5), boxes (>=0.1.5 && <0.2), comfort-array (==0.2.*), containers (>=0.4.2 && <0.7), deepseq (>=1.3 && <1.5), explicit-exception (>=0.1.7 && <0.2), fixed-length (==0.2.*), lapack (==0.2.*), lazy-csv (==0.5.*), netlib-ffi (>=0.1.1 && <0.2), non-empty (>=0.2.1 && <0.4), prelude-compat (==0.0.*), QuickCheck (>=2.5 && <3), random (>=1.0 && <1.2), semigroups (>=0.17 && <0.19), tfp (==1.0.*), transformers (>=0.2 && <0.6), utility-ht (>=0.0.12 && <0.1) [details] |
| License | BSD-3-Clause |
| Author | Henning Thielemann |
| Maintainer | haskell@henning-thielemann.de |
| Revised | Revision 2 made by HenningThielemann at Sat Jan 5 19:33:44 UTC 2019 |
| Category | Math |
| Home page | http://hub.darcs.net/thielema/hmm-lapack |
| Source repo | this: darcs get http://hub.darcs.net/thielema/hmm-lapack --tag 0.3 head: darcs get http://hub.darcs.net/thielema/hmm-lapack |
| Uploaded | by HenningThielemann at Sat Jan 5 19:20:07 UTC 2019 |
| Distributions | NixOS:0.4, Stackage:0.4 |
| Downloads | 842 total (101 in the last 30 days) |
| Rating | (no votes yet) [estimated by rule of succession] |
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| Status | Docs uploaded by user Build status unknown [no reports yet] |
Modules
[Index]
Downloads
- hmm-lapack-0.3.tar.gz [browse] (Cabal source package)
- Package description (revised from the package)
Note: This package has metadata revisions in the cabal description newer than included in the tarball. To unpack the package including the revisions, use 'cabal get'.