Causality Workbench Challenges in Machine Learning
Bayesian Network Repository
: A repository of classical BNs used in the literature including the alarm network, in answer to the article
Challenge: Where is the Impact of Bayesian Networks in Learning?
by N. Friedman, D. Heckerman, M. Goldszmidt, and S. Russell.
Probabilistic network repository
: The HUIGIN Network Repository A set of Bayesian network and influence diagrams models, including mildew, diabetes. See also this
The GeNIe and SMILE repository
: Some of the same nets in the GeNIe/SMILE format.
Bayesian network library
: A large collection of networks from environmental, medical, financial/management, geological, and industrial diagnosis applications.
US National Science Foundation
EU Pascal2 network of excellence
, and the
DARPA DL program
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