Project details for Continuous Time Bayesian Network Reasoning and Learning Engine

Logo Continuous Time Bayesian Network Reasoning and Learning Engine 1.0.1

by cshelton - January 21, 2010, 02:23:25 CET [ Project Homepage BibTeX Download ]

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CTBN-RLE is a continuous time Bayesian network reasoning and learning engine. A continuous time Bayesian network (CTBN) provides a compact (factored) description of a continuous-time Markov process. This software provides libraries and executables for most of the algorithms developed for CTBNs. For learning, CTBN-RLE implements structure and parameter learning for both complete and partial data. For inference, it implements exact inference and Gibbs and importance sampling approximate inference for any type of evidence pattern. Additionally, the library supplies visualization methods for graphically displaying CTBNs or trajectories of evidence.

Changes to previous version:

Additional documentation. Fix of Gibbs sampling bug. Placement of code into ctbn namespace.

BibTeX Entry: Download
Supported Operating Systems: Linux, Macosx, Windows, Unix
Data Formats: Ascii
Tags: Graphical Models, Continuous Time
Archive: download here


Santi Villalba (on December 10, 2013, 10:23:19)
As per 2013/12/10 it cannot be downloaded: "You don't have permission to access /ctbnrle/v1.1.1/ctbnrle-1-1-1.tgz on this server."

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