Ole Winther - software

ClusterLustre v1.2

Matlab program package for consensus clustering that is combining multiple clustering runs into a single more robust clustering. Described in details in

The DTU ICA toolbox

Matlab program packages for various ICA algorithms including the Bayesian mean field algorithm. Described in detail on the The DTU ICA toolbox homepage.

Mean field kernel learning package

A C-program package for mean field kernel learning. Includes ADATAP, naive mean field theory Gaussian process and Support Vector Machines algorithms. Additional features are build-in leave-one-out error estimators and hyperparameter optimization. The hyperparameter optimization schemes, based upon either the mean field estimate of likelihood or leave-one-out error, are not implemented for all algorithms.

References:

Last updated 19th of Aptil 2002.

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