This is the Linux app named StabLe to run in Linux online whose latest release can be downloaded as StabLe.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
Download and run online this app named StabLe to run in Linux online with OnWorks for free.
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StabLe to run in Linux online
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DESCRIPTION
Stable Graphical Model Learning (StabLe) is an algorithm for learning the structure and parameters of stable graphical (SG) models from data.Stable random variables are motivated by the central limit theorem for densities with (potentially) unbounded variance and can be thought of as natural generalizations of the Gaussian distribution to skewed and heavy-tailed phenomenon. SG models are multi-variate stable distributions that represent Bayesian networks whose edges encode linear dependencies amongst random variables. A preprint version of the manuscript describing stable graphical models is available at http://arxiv.org/abs/1404.4351.
Audience
Science/Research
Programming Language
C++
This is an application that can also be fetched from https://sourceforge.net/projects/sgmodels/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.
