Package edu.pitt.csb.mgm

package edu.pitt.csb.mgm

Classes

Class	Description
ConvexProximal	This interface should be used for non-differentiable convex functions that are decomposable such that f(x) = g(x) + h(x) where g(x) is a differentiable convex function (i.e.
EigenDecomposition	Calculates the eigen decomposition of a real matrix.
ExampleMixedSearch	Created by ajsedgewick on 8/18/15.
ExploreIndepTests	Created by ajsedgewick on 9/10/15.
IndTestMultinomialLogisticRegressionWald	Performs a test of conditional independence X _||_ Y | Z1...Zn where all searchVariables are either continuous or discrete.
Mgm	Implementation of Lee and Hastie's (2012) pseudolikelihood method for learning Mixed Gaussian-Categorical Graphical Models Created by ajsedgewick on 7/15/15.
Mgm.MGMParams	The parameters of the MGM model.
MixedUtils	Created by ajsedgewick on 7/29/15.
ProximalGradient	Implementation of Nesterov's 83 method as described in Beck and Teboulle, 2009 aka Fast Iterative Shrinkage Thresholding Algorithm