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# NetworkX 2.8.3

Release date: 4 June 2022

Supports Python 3.8, 3.9, and 3.10.

NetworkX is a Python package for the creation, manipulation, and study of the structure, dynamics, and functions of complex networks.

For more information, please visit our website and our gallery of examples. Please send comments and questions to the networkx-discuss mailing list.

## Highlights

Minor documentation and bug fixes.

## Merged PRs

- Bump release version

- Update release process

- added example to closeness.py (#5645)

- Extract valid kwds from the function signature for draw_networkx_* (#5660)

- Error out when pydot fails to correctly parse node names (#5667)

- Remove redundant py2 numeric conversions (#5661)

- Correcting a typo in the references (#5677)

- Add workaround for pytest failures on 3.11-beta2 (#5680)

- Moved random_spanning_tree to public API (#5656)

- More tests for clustering (upstreaming from graphblas-algorithms) (#5673)

- Remove unused logic in nonisomorphic_trees (#5682)

- equitable_coloring: Get lazily first item instead of creating whole list (#5668)

- Update subgraph views tests to pass with out of order execution (#5683)

- Use isort with pre-commit to enforce import guidelines (#5659)

- ignore isort commit from git blame (#5684)

- Another catch by pytest-randomly (#5685)

- Remove unused file from utils.test (#5687)

- Update release requirements (#5690)

- Update developer requirements (#5689)

- Fix old release notes

## Contributors

- Ross Barnowski

- Jon Crall

- Lukong123

- Jarrod Millman

- RATCOinc

- Matt Schwennesen

- Mridul Seth

- Matus Valo

- Erik Welch