Python 3.9 release / Dropped 3.6

• New push-based implementation of PageRank by Wenzhuo Zhao (#475)
• Fixed cut_balanced in hierarchy
• Dropped Python 3.6, wheels for Python 3.9 (switched to manylinux2014)

Release v0.22.0

• Added hierarchical Louvain embedding by Quentin Lutz (#468)
• Doc fixes and updates
• Requirements update

Release v0.21.0

• Added random projection embedding by Thomas Bonald (#461)
• Added PCA-based embedding by Thomas Bonald (#461)
• Added 64-bit support for Louvain by Flávio Juvenal (#450)
• Added verbosity options for dataset loaders
• Fixed Louvain embedding
• Various doc and tutorial updates

Betweenness

• Added betweenness algorithm by Tiphaine Viard (#444)

Doc patch

• Added Louvain-based embedding
• Fix documentation with new dataset website URLs

Doc fix

Tentative doc fix. The issue appears to come from ReadTheDocs

visualization

• Fix visualization features
• Fix documentation

Last release before Nathan's defense ;)

Release 0.19.0

• Added link prediction module
• Added pie-node visualization of memberships
• Added Weisfeiler-Lehman graph coloring
• Added Force Atlas 2 graph layout
• Added triangle listing algorithm for directed and undirected graph
• Added k-core decomposition algorithm
• Added k-clique listing algorithm
• Added color map option in visualization module
• Updated NetSet URL

Release v0.18

• Added Katz centrality
• Refactor connectivity module into paths and topology
• Refactor Diffusion into Dirichlet
• Added parsers for adjacency list TSV and GraphML
• Added shortest paths and distances

Release 0.17.0

• Add clustering by label propagation
• Add models
• Add function to build graph from edge list
• Change a parameter in SVG visualization functions
• Minor corrections