Chapter

Causality Workbench

Isabelle Guyon, Constantin Aliferis, Gregory Cooper, André Elisseeff, Jean‐Philippe Pellet, Peter Spirtes and Alexander Statnikov

in Causality in the Sciences

Published in print March 2011 | ISBN: 9780199574131
Published online September 2011 | e-ISBN: 9780191728921 | DOI: http://dx.doi.org/10.1093/acprof:oso/9780199574131.003.0026
                      Causality Workbench

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The Causality Workbench project provides an environment to test causal discovery algorithms. Via a web portal (http://clopinet.com/causality), a number of resources are provided, including a repository of datasets, models, and software packages, and a virtual laboratory allowing users to benchmark causal discovery algorithms by performing virtual experiments to study artificial causal systems. Regular competitions are organized.

Keywords: causal modeling; generating models; virtual laboratory; benchmarks; competitions; challenges; data repository

Chapter.  7312 words. 

Subjects: Logic

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