MAMMULT: Metrics And Models for MULTilayer networks

+ 1 Structural descriptors +
1.1 Basic node, edge, and layer properties +
  1.1.1 Node and layer activity +
   node_activity.py +
   layer_activity.py +
   node_activity_vectors.py +
   layer_activity_vectors.py +
   multiplexity.py +
   hamming_dist.py +
   node_degree_vectors.py +
   degs_to_binary.py +
   degs_to_activity_overlap.py +
  1.1.2 Layer aggregation +
   aggregate_layers_w.py +
   intersect_layers.py +
  1.1.3 Node degree, participation coefficient, cartography +
   overlap_degree.py +
   cartography_from_layers.py +
   cartography_from_deg_vectors.py +
   cartography_from_columns.py +
  1.1.4 Edge overlap, reinforcement +
   edge_overlap.py +
   avg_edge_overlap.py +
   reinforcement.py +
1.2 Inter-layer degree correlations +
  1.2.1 Node ranking +
   rank_nodes.py +
   rank_nodes_thresh.py +
   rank_occurrence.py +
  1.2.2 Interlayer degree correlation coefficients +
   compute_pearson.py +
   compute_rho.py +
   compute_tau.py +
  1.2.3 Interlayer degree correlation functions +
   dump_k_q +
   knn_q_from_layers.py +
   knn_q_from_degrees.py +
   fit_knn +
2 Models of multi-layer networks +
2.1 Null models +
  2.1.1 Null-models of node and layer activity +
   model_hypergeometric.py +
   model_MDM.py + + + +
   model_MSM.py +
   model_layer_growth.py +
2.2 Growing multiplex networks +
  2.2.1 Linear preferential attachment +
   nibilab_linear_delta +
   nibilab_linear_delay +
   nibilab_linear_delay_mix +
   nibilab_linear_random_times +
  2.2.2 Non-linear preferential attachment +
   nibilab_nonlinear +
  2.2.3 Utilities +
   node_deg_over_time.py +
2.3 Multiplex networks with inter-layer degree correlations +
  2.3.1 Models based on simulated annealing +
   tune_rho +
   tune_qnn_adaptive +
3 Dynamics on multi-layer networks +
3.1 Interacting opinions - Multilayer ising model +
   multiplex_ising +
3.2 Biased random walks +
  3.2.1 Stationary distribution +
   statdistr2 +
  3.2.2 Entropy rate +
   entropyrate2add +
   entropyrate2mult +
   entropyrate2int +

MAMMULT: Metrics And Models for MULTilayer +networks