API Reference#
Complete API documentation for backbone functions across 9 modules.
API examples are standardized on nx.les_miserables_graph() for
non-bipartite methods and nx.davis_southern_women_graph() for
bipartite methods.
Each module page includes Sphinx Gallery links showing score-then-filter
visualizations for the listed functions.
Each function entry includes complexity information (time/space), with
an aggregate summary in Complexity Summary.
Module |
Functions |
Description |
|---|---|---|
9 |
Hypothesis-testing methods plus short alias names |
|
14 |
Topology-based methods (threshold, sparsification, linkage, centrality, spanning tree, salience, metric, planarity) |
|
12 |
Neighborhood-similarity edge scoring (Jaccard, Dice, cosine, Adamic-Adar) |
|
1 |
Combined statistical/structural methods (GLAB) |
|
11 |
Projection backbones, fixed null models, and high-level wrappers |
|
3 |
Sparsification for unweighted graphs (LSpar, local degree) |
|
5 |
Post-hoc filtering utilities and graph-conversion support |
|
7 |
Evaluation measures for comparing backbones |
|
3 |
Graph comparison and plotting helpers for backbone differences |