The General Hidden Markov Model Library: Analyzing Systems with Unobservable States

Schliep, Alexander and Georgi, Benjamin and Rungsarityotin, Wasinee and Costa da Filho, Ivan and Schönhuth, Alexander (2005) The General Hidden Markov Model Library: Analyzing Systems with Unobservable States. [Book Section]

Abstract

The General Hidden Markov Model (GHMM) C-library provides production-quality implementations of basic and advanced aspects of HMMs. The architecture is built around a software library, adding wrappers for using the library interactively from the languages Python and R and applications with graphical user interfaces for specific analysis and modeling tasks. We have found, that the GHMM can drastically reduce the effort for tackling novel research questions. Software available from http://ghmm.org


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Deposit Information:
ZAIK Number: zaik2006-527
Depositing User: Alexander Schliep
Date Deposited: 02 Oct 2006 00:00
Last Modified: 12 Jan 2012 10:19
URI: http://e-archive.informatik.uni-koeln.de/id/eprint/527