GMTK Tutorial: The Graphical Models Toolkit
Jeffrey A. Bilmes

Citation
Jeffrey A. Bilmes. "GMTK Tutorial: The Graphical Models Toolkit". Tutorial, 16, September, 2016.

Abstract
The Graphical Models Toolkit (GMTK) is an open source, publicly available toolkit for rapidly prototyping statistical models using dynamic graphical models (DGMs) and dynamic Bayesian networks (DBNs). GMTK can be used for applications and research in speech and language processing, bioinformatics, activity recognition, and any time series application. In this tutorial we will show how to use The Graphical Models Toolkit (GMTK) and explore its features and recent updates to the software.

Electronic downloads

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Citation formats

• HTML

  Jeffrey A. Bilmes. <a
  href="http://www.terraswarm.org/pubs/800.html"
  ><i>GMTK Tutorial: The Graphical Models
  Toolkit</i></a>, Tutorial,  16, September, 2016.

• Plain text

  Jeffrey A. Bilmes. "GMTK Tutorial: The Graphical Models
  Toolkit". Tutorial,  16, September, 2016.

• BibTeX

  @tutorial{Bilmes16_GMTKTutorialGraphicalModelsToolkit,
      author = {Jeffrey A. Bilmes},
      title = {GMTK Tutorial: The Graphical Models Toolkit},
      day = {16},
      month = {September},
      year = {2016},
      abstract = {The Graphical Models Toolkit (GMTK) is an open
                source, publicly available toolkit for rapidly
                prototyping statistical models using dynamic
                graphical models (DGMs) and dynamic Bayesian
                networks (DBNs). GMTK can be used for applications
                and research in speech and language processing,
                bioinformatics, activity recognition, and any time
                series application. In this tutorial we will show
                how to use The Graphical Models Toolkit (GMTK) and
                explore its features and recent updates to the
                software. },
      URL = {http://terraswarm.org/pubs/800.html}
  }
  

Posted by Elizabeth Coyne on 12 Jul 2016.
Groups: tools