adj_mat |
Adjacency matrix |
beta_ols |
Initialize regression matrix |
beta_to_vector |
Transform a matrix of regression coefficients to vector removing the diagonal |
conesta |
CONESTA solver. |
cost |
'Mglasso' cost function |
dist_beta |
Compute distance matrix between regression vectors |
fun_lines |
weighted sum/difference of two regression vectors |
image_sparse |
Plot the image of a matrix |
install_pylearn_parsimony |
Install the python library pylearn-parsimony and other required libraries |
merge_clusters |
compute clusters partition from pairs of variables to merge |
mglasso |
Inference of Multiscale Gaussian Graphical Model. |
plot_clusterpath |
Plot MGLasso Clusterpath |
plot_mglasso |
Plot 'mglasso' function output. |
precision_to_regression |
Compute precision matrix from regression vectors |
symmetrize |
Apply symmetrization on estimated graph |