SINGLE-package |
Estimate dynamic networks using the Smooth Incremental Graphical Lasso Estimation (SINGLE) Algorithm |
choose_h |
Estimate kernel width for Gaussian kernel and Sliding window |
generate_random_data |
Generate a random dynamic graph using Vector Autoregressive (VAR) processes |
get_kern_cov |
Estimate time varying sample covariance matrices using kernels |
plotSINGLE |
Plot pairwise partial correlations as estimated by the SINGLE algorithm |
precision_recall |
Calculate the Precision, Recall and F scores |
SINGLE |
Smooth Incremental Graphical Lasso Estimation (SINGLE) |