Changelog

Version 0.1.0 (Initial Release)

First public release of networkx-backbone.

Features:

• 47 backbone extraction functions across 8 modules

• Statistical methods: disparity filter, noise-corrected filter, marginal likelihood filter, ECM filter, LANS filter

• Structural methods: global threshold, strongest N ties, high salience skeleton, metric backbone, ultrametric backbone, doubly stochastic filter, h-backbone, modularity backbone, planar maximally filtered graph, maximum spanning tree backbone

• Proximity methods: neighborhood overlap, Jaccard, Dice, cosine, hub promoted/depressed indices, LHN local index, preferential attachment, Adamic-Adar, resource allocation, graph distance proximity, local path index

• Hybrid methods: GLAB filter

• Bipartite methods: SDSM, FDSM

• Unweighted sparsification: sparsify, LSpar, local degree

• Filtering utilities: threshold, fraction, boolean, consensus backbone

• Evaluation measures: node/edge/weight fractions, reachability, KS degree, KS weight, compare backbones