adj_spec_test |
Adjusted spectral test |
bethe_hessian_select |
Beth-Hessian model selection |
compute_block_sums |
Block sum of an adjacency matrix |
compute_confusion_matrix |
Compute confusion matrix |
compute_mutual_info |
Compute normalized mutual information (NMI) |
estim_dcsbm |
Estimate model parameters of a DCSBM |
eval_dcsbm_bic |
Compute BIC score |
eval_dcsbm_like |
Log likelihood of a DCSBM (fast with poi = TRUE) |
eval_dcsbm_loglr |
Log-likelihood ratio of two DCSBMs (fast with poi = TRUE) |
extract_largest_cc |
Extract largest component |
extract_low_deg_comp |
Extract low-degree component |
fast_cpl |
CPL algorithm for community detection (fast) |
fast_sbm |
Sample from a SBM (fast) |
gen_rand_conn |
Generate randomly permuted connectivity matrix |
get_dcsbm_exav_deg |
Calculate the expected average degree of a DCSBM |
label_mat2vec |
Convert label matrix to vector |
label_vec2mat |
Convert label vector to matrix |
nac_test |
NAC test |
plot_deg_dist |
Plot degree distribution |
plot_net |
Plot a network |
plot_roc |
Plot ROC curves |
plot_smooth_profile |
Plot community profiles |
polblogs |
Political blogs network |
pp_conn |
Generate planted partition (PP) connectivity matrix |
printf |
The usual "printf" function |
rsymperm |
Generate random symmetric permutation matrix |
sample_dcer |
Sample from a DCER |
sample_dclvm |
Sample from a DCLVM |
sample_dcpp |
Sample from a DCPP |
sample_dcsbm |
Sample from a DCSBM |
sample_tdcsbm |
Sample truncated DCSBM (fast) |
simulate_roc |
Simulate data to estimate ROC curves |
sinkhorn_knopp |
Sinkhorn-Knopp matrix scaling |
snac_resample |
Resampled SNAC+ |
snac_select |
Estimate community number with SNAC+ |
snac_test |
SNAC test |
spec_clust |
Spectral clustering (fast) |
spec_repr |
Spectral Representation |