Network Analysis and Community Detection

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Documentation for package ‘nett’ version 1.0.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

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