Machine Learning/HMM

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=== Implementations ===
 
=== Implementations ===
 
 
*[http://ghmm.sourceforge.net/ GHMM] (C)
 
*[http://ghmm.sourceforge.net/ GHMM] (C)
 
*[http://hmmer.janelia.org HMMER] (compiled C-apps for Protein (possibly speech) analysis)
 
*[http://hmmer.janelia.org HMMER] (compiled C-apps for Protein (possibly speech) analysis)
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*[http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html HMM Toolbox] (MATLAB)
 
*[http://www.cs.ubc.ca/~murphyk/Software/HMM/hmm.html HMM Toolbox] (MATLAB)
 
*[http://code.google.com/p/jahmm/ jahmm] (Java)
 
*[http://code.google.com/p/jahmm/ jahmm] (Java)
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==== R ====
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* [http://cran.r-project.org/web/packages/HMM/index.html HMM]: very simple hidden markov models
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* [http://cran.r-project.org/web/packages/hmm.discnp/index.html hmm.discnp]: good, allows multiple observations
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* [http://cran.r-project.org/web/packages/msm/index.html msm]: continuous time, with covariates

Revision as of 20:59, 4 August 2010

Contents

Hidden Markov Models

Papers/Tutorials

Implementations

R

  • HMM: very simple hidden markov models
  • hmm.discnp: good, allows multiple observations
  • msm: continuous time, with covariates
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