--- a +++ b/SLEP_package_4.1/Examples/ExamplesReadme.txt @@ -0,0 +1,19 @@ +In this folder, we provide examples for all the main functions implemented in this package. + +The folder "fusedLasso" contains functions for the fused Lasso regularized optimization. + +The folder "invCov" contains the functions for sparse inverse covariance estimation. + +The folder "L1" contains functions for L1 regularized/constrained optimization. + +The folder "L1Lq" contains functions for L1Lq regularized/constrained optimization. + +The folder "order" contains the functions for optimization with an ordered tree structure--nonnegative max-heap. + +The folder "overlapping" contains the functions for the general overlapping group Lasso. + +The folder "sgLasso" contains the functions for the sparse group Lasso penalized optimization problem. + +The folder "traceNorm" contains the functions for the trace norm minimization. + +The folder "tree" contains the functions for tree-structured sparse learning.