Pin networkx to latest version 3.4.1

[pyup-bot]

This PR pins networkx to the latest release 3.4.1.

Changelog

3.4.1

We're happy to announce the release of networkx 3.4.1!

Maintenance

- Remove old deprecation decorator ([7669](https://github.com/networkx/networkx/pull/7669)).
- MAINT: delay loading of backend_info to after imports ([7672](https://github.com/networkx/networkx/pull/7672)).

Contributors

2 authors added to this release (alphabetically):

- Dan Schult ([dschult](https://github.com/dschult))
- Jarrod Millman ([jarrodmillman](https://github.com/jarrodmillman))

3 reviewers added to this release (alphabetically):

- Jarrod Millman ([jarrodmillman](https://github.com/jarrodmillman))
- Mridul Seth ([MridulS](https://github.com/MridulS))
- Ross Barnowski ([rossbar](https://github.com/rossbar))

_These lists are automatically generated, and may not be complete or may contain duplicates._

3.4

We're happy to announce the release of networkx 3.4!

API Changes

- Expires the `forest_str` deprecation ([7414](https://github.com/networkx/networkx/pull/7414)).
- [ENH, BUG]: added `colliders` and `v_structures` and deprecated `compute_v_structures` in `dag.py` ([7398](https://github.com/networkx/networkx/pull/7398)).
- Expires the `random_tree` deprecation ([7415](https://github.com/networkx/networkx/pull/7415)).
- Expire deprecation for strongly_connected_components_recursive ([7420](https://github.com/networkx/networkx/pull/7420)).
- Expire deprecated `sort_neighbors` param in `generic_bfs_edges` ([7417](https://github.com/networkx/networkx/pull/7417)).
- Rm deprecated normalized param from s_metric ([7418](https://github.com/networkx/networkx/pull/7418)).
- Expire deprecated nx.join in favor of join_trees ([7419](https://github.com/networkx/networkx/pull/7419)).
- Remove depercated Edmonds class for 3.4 ([7447](https://github.com/networkx/networkx/pull/7447)).
- Remove deprecated MultiDiGraph_EdgeKey for 3.4 ([7448](https://github.com/networkx/networkx/pull/7448)).
- Add `edges` keyword/deprecate `link` keyword arguments in `JSON` input-output ([7565](https://github.com/networkx/networkx/pull/7565)).
- Revert breaking change to `node_link_*` link defaults ([7652](https://github.com/networkx/networkx/pull/7652)).

Enhancements

- Add a `nodelist` feature to `from_numpy_array` ([7412](https://github.com/networkx/networkx/pull/7412)).
- Prioritize edgelist representations in `to_networkx_graph` ([7424](https://github.com/networkx/networkx/pull/7424)).
- Adds initial debug logging calls to _dispatchable ([7300](https://github.com/networkx/networkx/pull/7300)).
- add: nodes attribute is modifiable ([7532](https://github.com/networkx/networkx/pull/7532)).
- Enable config to be used as context manager ([7363](https://github.com/networkx/networkx/pull/7363)).
- Added code to handle multi-graph in mst ([7454](https://github.com/networkx/networkx/pull/7454)).
- Enable caching by default ([7498](https://github.com/networkx/networkx/pull/7498)).
- 7546 More detail error message for pydot ([7558](https://github.com/networkx/networkx/pull/7558)).
- Fix weakly_connected_components() performance on graph view ([7586](https://github.com/networkx/networkx/pull/7586)).
- Forceatlas2 ([7543](https://github.com/networkx/networkx/pull/7543)).
- avoid iteration and use boolean indexing ([7591](https://github.com/networkx/networkx/pull/7591)).
- Hide edges with a weight of None in simple_paths ([7583](https://github.com/networkx/networkx/pull/7583)).
- Improved running time for harmonic centrality ([7595](https://github.com/networkx/networkx/pull/7595)).
- Add remove attribute functions ([7569](https://github.com/networkx/networkx/pull/7569)).
- Log "can/should run" and caching in dispatch machinery ([7568](https://github.com/networkx/networkx/pull/7568)).
- Individualize drawing attributes ([7570](https://github.com/networkx/networkx/pull/7570)).
- added nx-parallel gsoc project ([7620](https://github.com/networkx/networkx/pull/7620)).
- Harmonic diameter ([5251](https://github.com/networkx/networkx/pull/5251)).
- Allow dispatch machinery to fall back to networkx ([7585](https://github.com/networkx/networkx/pull/7585)).
- Add `create_using` parameter for random graphs ([5672](https://github.com/networkx/networkx/pull/5672)).
- Add config option to disable warning when using cached value ([7497](https://github.com/networkx/networkx/pull/7497)).

Bug Fixes

- Fix graph name attribute for `complete_bipartite_graph` ([7399](https://github.com/networkx/networkx/pull/7399)).
- Remove import warnings during to_networkx_graph conversion ([7426](https://github.com/networkx/networkx/pull/7426)).
- Fix nx.from_pandas_edgelist so edge keys are not added as edge attributes and edge keys ([7445](https://github.com/networkx/networkx/pull/7445)).
- Fix `from_pandas_edgelist` for MultiGraph given edge_key ([7466](https://github.com/networkx/networkx/pull/7466)).
- Fix dispatch tests when using numpy 2 ([7506](https://github.com/networkx/networkx/pull/7506)).
- [ENH, BUG]: added `colliders` and `v_structures` and deprecated `compute_v_structures` in `dag.py` ([7398](https://github.com/networkx/networkx/pull/7398)).
- Fix reading edgelist when delimiter is whitespace, e.g. tab ([7465](https://github.com/networkx/networkx/pull/7465)).
- Ensure we always raise for unknown backend in `backend=` ([7494](https://github.com/networkx/networkx/pull/7494)).
- Prevent `to_agraph` from modifying graph argument ([7610](https://github.com/networkx/networkx/pull/7610)).
- Implementing iterative removal of non_terminal_leaves in Steiner Tree approximation ([7422](https://github.com/networkx/networkx/pull/7422)).
- Only allow connected graphs in `eigenvector_centrality_numpy` ([7549](https://github.com/networkx/networkx/pull/7549)).
- CI: Fix typo in nightly run pip install ([7625](https://github.com/networkx/networkx/pull/7625)).

Documentation

- Document missing shortest_path functions ([7394](https://github.com/networkx/networkx/pull/7394)).
- Optimal Edit Paths Return Section Improved ([7375](https://github.com/networkx/networkx/pull/7375)).
- Minor updates to simple_cycles docstring ([7421](https://github.com/networkx/networkx/pull/7421)).
- DOC: Clarifying `NetworkXPointlessConcept` exception ([7434](https://github.com/networkx/networkx/pull/7434)).
- DOC: updated `pairs.py` ([7416](https://github.com/networkx/networkx/pull/7416)).
- Add docstring example for directed tree ([7449](https://github.com/networkx/networkx/pull/7449)).
- Change docs of `shortest_path_length` so return is number instead of int ([7477](https://github.com/networkx/networkx/pull/7477)).
- Use intersphinx_registry to manage intersphinx mapping ([7481](https://github.com/networkx/networkx/pull/7481)).
- Ma: fix some spelling errors in docs ([7480](https://github.com/networkx/networkx/pull/7480)).
- Update NetworkX reference links in doc index ([7500](https://github.com/networkx/networkx/pull/7500)).
- strong product docs update ([7511](https://github.com/networkx/networkx/pull/7511)).
- Refactoring and enhancing user-facing `Backend and Configs` docs ([7404](https://github.com/networkx/networkx/pull/7404)).
- Fixed the citation in `dominance.py` [Issue 7522] ([7524](https://github.com/networkx/networkx/pull/7524)).
- Clarify generation number in `dorogovtsev_goltsev_mendes_graph()` ([7473](https://github.com/networkx/networkx/pull/7473)).
- Add `Introspection` section to backends docs ([7556](https://github.com/networkx/networkx/pull/7556)).
- DOC: Added `default_config` in `get_info`'s description ([7567](https://github.com/networkx/networkx/pull/7567)).
- Prettify `README.rst` ([7514](https://github.com/networkx/networkx/pull/7514)).
- DOC: Fix typo in the code snippet provided in the docstring of nx_pydot.pydot_layout() ([7572](https://github.com/networkx/networkx/pull/7572)).
- Fix installation instructions for `default` extras in README ([7574](https://github.com/networkx/networkx/pull/7574)).
- Add missing metadata to v3.3 release notes ([7592](https://github.com/networkx/networkx/pull/7592)).
- Correct the members of steering council ([7604](https://github.com/networkx/networkx/pull/7604)).
- Fix dispatch docs formatting ([7619](https://github.com/networkx/networkx/pull/7619)).
- Add to Contributor List ([7621](https://github.com/networkx/networkx/pull/7621)).
- Example fix for issue 7633 ([7634](https://github.com/networkx/networkx/pull/7634)).
- Fix: Correct community color assignment in Girvan-Newman community detection ([7644](https://github.com/networkx/networkx/pull/7644)).
- Updated docstring for generators/karate_club_graph() ([7626](https://github.com/networkx/networkx/pull/7626)).
- Updates documentation to include details about using NetworkX with backends ([7611](https://github.com/networkx/networkx/pull/7611)).
- Add examples section to `to_scipy_sparse_array` ([7627](https://github.com/networkx/networkx/pull/7627)).
- Add examples to docstrings of subgraph_(iso/monomorphism) methods ([7622](https://github.com/networkx/networkx/pull/7622)).

Maintenance

- Simplify flow func augmentation logic in `connectivity` module ([7367](https://github.com/networkx/networkx/pull/7367)).
- A few more doctest skips for mpl/np dependencies ([7403](https://github.com/networkx/networkx/pull/7403)).
- Remove repetitive words ([7406](https://github.com/networkx/networkx/pull/7406)).
- FilterAdjacency: __len__ is recalculated unnecessarily 7377 ([7378](https://github.com/networkx/networkx/pull/7378)).
- Add check for empty graphs in `flow_hierarchy` ([7393](https://github.com/networkx/networkx/pull/7393)).
- Use nodelist feature of from_numpy_array ([7425](https://github.com/networkx/networkx/pull/7425)).
- Cleanup remaining usages of deprecated `random_tree` in package ([7411](https://github.com/networkx/networkx/pull/7411)).
- Add check for empty graphs in `non_randomness` ([7395](https://github.com/networkx/networkx/pull/7395)).
- Update tests for macOS Sonoma v14 ([7437](https://github.com/networkx/networkx/pull/7437)).
- Update doc requirements ([7435](https://github.com/networkx/networkx/pull/7435)).
- Update pygraphviz ([7441](https://github.com/networkx/networkx/pull/7441)).
- Always cache graph attrs for better cache behavior ([7455](https://github.com/networkx/networkx/pull/7455)).
- retain adjacency order in nx-loopback copy of networkx graph ([7432](https://github.com/networkx/networkx/pull/7432)).
- DEV: Add files generated by benchmarking to .gitignore ([7461](https://github.com/networkx/networkx/pull/7461)).
- Remove redundant graph copy in `algorithms.bridges.bridges()` ([7471](https://github.com/networkx/networkx/pull/7471)).
- CI: Add GitHub artifact attestations to package distribution ([7459](https://github.com/networkx/networkx/pull/7459)).
- Add `polynomials.py` to `needs_numpy` ([7493](https://github.com/networkx/networkx/pull/7493)).
- MAINT: Rename `LoopbackDispatcher` to `LoopbackBackendInterface` and `dispatcher` to `backend_interface` ([7492](https://github.com/networkx/networkx/pull/7492)).
- CI: update action that got moved org ([7503](https://github.com/networkx/networkx/pull/7503)).
- Update momepy ([7507](https://github.com/networkx/networkx/pull/7507)).
- Fix pygraphviz install on Windows ([7512](https://github.com/networkx/networkx/pull/7512)).
- MAINT: Made `plot_image_segmentation_spectral_graph_partition` example compatible with scipy 1.14.0 ([7518](https://github.com/networkx/networkx/pull/7518)).
- Fix CI installation of nx-cugraph in docs workflow ([7538](https://github.com/networkx/networkx/pull/7538)).
- Minor doc/test tweaks for dorogovtsev_goltsev_mendes ([7535](https://github.com/networkx/networkx/pull/7535)).
- CI: Add timeout limit to coverage job ([7542](https://github.com/networkx/networkx/pull/7542)).
- Update images used in docs build workflow ([7537](https://github.com/networkx/networkx/pull/7537)).
- Remove parallelization related TODO comments ([7226](https://github.com/networkx/networkx/pull/7226)).
- FIX: scipy 1d indexing tripped up numpy? ([7541](https://github.com/networkx/networkx/pull/7541)).
- Minor touchups to node_link functions ([7540](https://github.com/networkx/networkx/pull/7540)).
- Minor updates to colliders v_structures tests ([7539](https://github.com/networkx/networkx/pull/7539)).
- Update sphinx gallery config to enable sphinx build caching ([7548](https://github.com/networkx/networkx/pull/7548)).
- Update geospatial gallery dependencies ([7508](https://github.com/networkx/networkx/pull/7508)).
- Update ruff pre-commit and config ([7547](https://github.com/networkx/networkx/pull/7547)).
- More accurate NodeNotFound error message ([7545](https://github.com/networkx/networkx/pull/7545)).
- Update ruff config ([7552](https://github.com/networkx/networkx/pull/7552)).
- Add changelist config ([7551](https://github.com/networkx/networkx/pull/7551)).
- Fix installing nx-cugraph in deploy docs CI ([7561](https://github.com/networkx/networkx/pull/7561)).
- Fix `nx_pydot.graphviz_layout` for nodes with quoted/escaped chars ([7588](https://github.com/networkx/networkx/pull/7588)).
- DOC: Rm redundant module from autosummary ([7599](https://github.com/networkx/networkx/pull/7599)).
- Update numpydoc (1.8) ([7573](https://github.com/networkx/networkx/pull/7573)).
- Bump minimum pydot version to 3.0 ([7596](https://github.com/networkx/networkx/pull/7596)).
- CI: Include Python 3.13 in nightly wheel tests ([7594](https://github.com/networkx/networkx/pull/7594)).
- pydot - Remove Colon Check on Strings ([7606](https://github.com/networkx/networkx/pull/7606)).
- MAINT: Do not use requirements files in circle CI ([7553](https://github.com/networkx/networkx/pull/7553)).
- Do not use requirements file in github workflow ([7495](https://github.com/networkx/networkx/pull/7495)).
- `weisfeiler_lehman_graph_hash`: add `not_implemented_for("multigraph")` decorator ([7614](https://github.com/networkx/networkx/pull/7614)).
- Update teams doc by running `tools/team_list.py` ([7616](https://github.com/networkx/networkx/pull/7616)).
- Add single node with self loop check to local and global reaching centrality ([7350](https://github.com/networkx/networkx/pull/7350)).
- Full test coverage for maxflow in issue 6029 ([6355](https://github.com/networkx/networkx/pull/6355)).
- CI: Fix typo in nightly run pip install ([7625](https://github.com/networkx/networkx/pull/7625)).
- DOC: Bring back plausible for docs ([7639](https://github.com/networkx/networkx/pull/7639)).
- Update minimum dependencies (SPEC 0) ([7631](https://github.com/networkx/networkx/pull/7631)).
- Update pygraphviz (1.14) ([7654](https://github.com/networkx/networkx/pull/7654)).
- modified product.py to raise NodeNotFound when 'root is not in H' ([7635](https://github.com/networkx/networkx/pull/7635)).
- Support Python 3.13 ([7661](https://github.com/networkx/networkx/pull/7661)).
- Use official Python 3.13 release ([7667](https://github.com/networkx/networkx/pull/7667)).

Other

- chore: fix some typos in comments ([7427](https://github.com/networkx/networkx/pull/7427)).

Contributors

53 authors added to this release (alphabetically):

- [finaltrip](https://github.com/finaltrip)
- [goodactive](https://github.com/goodactive)
- [inbalh1](https://github.com/inbalh1)
- [johnthagen](https://github.com/johnthagen)
- [jrdnh](https://github.com/jrdnh)
- [lejansenGitHub](https://github.com/lejansenGitHub)
- Aditi Juneja ([Schefflera-Arboricola](https://github.com/Schefflera-Arboricola))
- Alexander Bakhtin ([bakhtos](https://github.com/bakhtos))
- Ashwin Nayak ([ashwin-nayak](https://github.com/ashwin-nayak))
- Brigitta Sipőcz ([bsipocz](https://github.com/bsipocz))
- Casper van Elteren ([cvanelteren](https://github.com/cvanelteren))
- Charitha Buddhika Heendeniya ([buddih09](https://github.com/buddih09))
- chrizzftd ([chrizzFTD](https://github.com/chrizzFTD))
- Cora Schneck ([cyschneck](https://github.com/cyschneck))
- Dan Schult ([dschult](https://github.com/dschult))
- Erik Welch ([eriknw](https://github.com/eriknw))
- Ewout ter Hoeven ([EwoutH](https://github.com/EwoutH))
- Fabian Spaeh ([285714](https://github.com/285714))
- Gilles Peiffer ([Peiffap](https://github.com/Peiffap))
- Gregory Shklover ([gregory-shklover](https://github.com/gregory-shklover))
- Jarrod Millman ([jarrodmillman](https://github.com/jarrodmillman))
- Jim Hull ([jmhull](https://github.com/jmhull))
- Joye Mang ([joyemang33](https://github.com/joyemang33))
- Kelvin Chung ([KelvinChung2000](https://github.com/KelvinChung2000))
- Koushik_Nekkanti ([KoushikNekkanti](https://github.com/KoushikNekkanti))
- M Bussonnier ([Carreau](https://github.com/Carreau))
- Marc-Alexandre Côté ([MarcCote](https://github.com/MarcCote))
- Matt Schwennesen ([mjschwenne](https://github.com/mjschwenne))
- Matthew Feickert ([matthewfeickert](https://github.com/matthewfeickert))
- Maverick18 ([Aditya-Shandilya1182](https://github.com/Aditya-Shandilya1182))
- Michael Bolger ([mbbolger](https://github.com/mbbolger))
- Miguel Cárdenas ([miguelcsx](https://github.com/miguelcsx))
- Mohamed Rezk ([mohamedrezk122](https://github.com/mohamedrezk122))
- Mridul Seth ([MridulS](https://github.com/MridulS))
- Mudassir Chapra ([muddi900](https://github.com/muddi900))
- Orion Sehn ([OrionSehn-personal](https://github.com/OrionSehn-personal))
- Orion Sehn ([OrionSehn](https://github.com/OrionSehn))
- Peter Cock ([peterjc](https://github.com/peterjc))
- Philipp van Kempen ([PhilippvK](https://github.com/PhilippvK))
- prathamesh shinde ([prathamesh901](https://github.com/prathamesh901))
- Raj Pawar ([Raj3110](https://github.com/Raj3110))
- Rick Ratzel ([rlratzel](https://github.com/rlratzel))
- Rike-Benjamin Schuppner ([Debilski](https://github.com/Debilski))
- Ross Barnowski ([rossbar](https://github.com/rossbar))
- Sanchit Ram Arvind ([sanchitram1](https://github.com/sanchitram1))
- Sebastiano Vigna ([vigna](https://github.com/vigna))
- STEVEN  ADAMS ([hugehope](https://github.com/hugehope))
- Thomas J. Fan ([thomasjpfan](https://github.com/thomasjpfan))
- Till Hoffmann ([tillahoffmann](https://github.com/tillahoffmann))
- Vanshika Mishra ([vanshika230](https://github.com/vanshika230))
- Woojin Jung ([WoojinJung-04](https://github.com/WoojinJung-04))
- Yury Fedotov ([yury-fedotov](https://github.com/yury-fedotov))
- Łukasz ([lkk7](https://github.com/lkk7))

28 reviewers added to this release (alphabetically):

- [finaltrip](https://github.com/finaltrip)
- [inbalh1](https://github.com/inbalh1)
- [jrdnh](https://github.com/jrdnh)
- Aditi Juneja ([Schefflera-Arboricola](https://github.com/Schefflera-Arboricola))
- Bhuvneshwar Chouksey ([gbhuvneshwar](https://github.com/gbhuvneshwar))
- Casper van Elteren ([cvanelteren](https://github.com/cvanelteren))
- chrizzftd ([chrizzFTD](https://github.com/chrizzFTD))
- Dan Schult ([dschult](https://github.com/dschult))
- Erik Welch ([eriknw](https://github.com/eriknw))
- Fabian Spaeh ([285714](https://github.com/285714))
- Gilles Peiffer ([Peiffap](https://github.com/Peiffap))
- Jarrod Millman ([jarrodmillman](https://github.com/jarrodmillman))
- M Bussonnier ([Carreau](https://github.com/Carreau))
- Matt Schwennesen ([mjschwenne](https://github.com/mjschwenne))
- Maverick18 ([Aditya-Shandilya1182](https://github.com/Aditya-Shandilya1182))
- Michael Bolger ([mbbolger](https://github.com/mbbolger))
- Miguel Cárdenas ([miguelcsx](https://github.com/miguelcsx))
- Mohamed Rezk ([mohamedrezk122](https://github.com/mohamedrezk122))
- Mridul Seth ([MridulS](https://github.com/MridulS))
- Orion Sehn ([OrionSehn-personal](https://github.com/OrionSehn-personal))
- Orion Sehn ([OrionSehn](https://github.com/OrionSehn))
- Raj Pawar ([Raj3110](https://github.com/Raj3110))
- Rick Ratzel ([rlratzel](https://github.com/rlratzel))
- Ross Barnowski ([rossbar](https://github.com/rossbar))
- Sanchit Ram Arvind ([sanchitram1](https://github.com/sanchitram1))
- Sebastiano Vigna ([vigna](https://github.com/vigna))
- Till Hoffmann ([tillahoffmann](https://github.com/tillahoffmann))
- Woojin Jung ([WoojinJung-04](https://github.com/WoojinJung-04))

_These lists are automatically generated, and may not be complete or may contain duplicates._

3.4rc0

We're happy to announce the release of networkx 3.4rc0!

API Changes

- Expires the `forest_str` deprecation ([7414](https://github.com/networkx/networkx/pull/7414)).
- [ENH, BUG]: added `colliders` and `v_structures` and deprecated `compute_v_structures` in `dag.py` ([7398](https://github.com/networkx/networkx/pull/7398)).
- Expires the `random_tree` deprecation ([7415](https://github.com/networkx/networkx/pull/7415)).
- Expire deprecation for strongly_connected_components_recursive ([7420](https://github.com/networkx/networkx/pull/7420)).
- Expire deprecated `sort_neighbors` param in `generic_bfs_edges` ([7417](https://github.com/networkx/networkx/pull/7417)).
- Rm deprecated normalized param from s_metric ([7418](https://github.com/networkx/networkx/pull/7418)).
- Expire deprecated nx.join in favor of join_trees ([7419](https://github.com/networkx/networkx/pull/7419)).
- Remove depercated Edmonds class for 3.4 ([7447](https://github.com/networkx/networkx/pull/7447)).
- Remove deprecated MultiDiGraph_EdgeKey for 3.4 ([7448](https://github.com/networkx/networkx/pull/7448)).
- Add `edges` keyword/deprecate `link` keyword arguments in `JSON` input-output ([7565](https://github.com/networkx/networkx/pull/7565)).
- Revert breaking change to `node_link_*` link defaults ([7652](https://github.com/networkx/networkx/pull/7652)).

Enhancements

- Add a `nodelist` feature to `from_numpy_array` ([7412](https://github.com/networkx/networkx/pull/7412)).
- Prioritize edgelist representations in `to_networkx_graph` ([7424](https://github.com/networkx/networkx/pull/7424)).
- Adds initial debug logging calls to _dispatchable ([7300](https://github.com/networkx/networkx/pull/7300)).
- add: nodes attribute is modifiable ([7532](https://github.com/networkx/networkx/pull/7532)).
- Enable config to be used as context manager ([7363](https://github.com/networkx/networkx/pull/7363)).
- Added code to handle multi-graph in mst ([7454](https://github.com/networkx/networkx/pull/7454)).
- Enable caching by default ([7498](https://github.com/networkx/networkx/pull/7498)).
- 7546 More detail error message for pydot ([7558](https://github.com/networkx/networkx/pull/7558)).
- Fix weakly_connected_components() performance on graph view ([7586](https://github.com/networkx/networkx/pull/7586)).
- Forceatlas2 ([7543](https://github.com/networkx/networkx/pull/7543)).
- avoid iteration and use boolean indexing ([7591](https://github.com/networkx/networkx/pull/7591)).
- Hide edges with a weight of None in simple_paths ([7583](https://github.com/networkx/networkx/pull/7583)).
- Improved running time for harmonic centrality ([7595](https://github.com/networkx/networkx/pull/7595)).
- Add remove attribute functions ([7569](https://github.com/networkx/networkx/pull/7569)).
- Log "can/should run" and caching in dispatch machinery ([7568](https://github.com/networkx/networkx/pull/7568)).
- Individualize drawing attributes ([7570](https://github.com/networkx/networkx/pull/7570)).
- added nx-parallel gsoc project ([7620](https://github.com/networkx/networkx/pull/7620)).
- Harmonic diameter ([5251](https://github.com/networkx/networkx/pull/5251)).
- Allow dispatch machinery to fall back to networkx ([7585](https://github.com/networkx/networkx/pull/7585)).

Bug Fixes

- Fix graph name attribute for `complete_bipartite_graph` ([7399](https://github.com/networkx/networkx/pull/7399)).
- Remove import warnings during to_networkx_graph conversion ([7426](https://github.com/networkx/networkx/pull/7426)).
- Fix nx.from_pandas_edgelist so edge keys are not added as edge attributes and edge keys ([7445](https://github.com/networkx/networkx/pull/7445)).
- Fix `from_pandas_edgelist` for MultiGraph given edge_key ([7466](https://github.com/networkx/networkx/pull/7466)).
- Fix dispatch tests when using numpy 2 ([7506](https://github.com/networkx/networkx/pull/7506)).
- [ENH, BUG]: added `colliders` and `v_structures` and deprecated `compute_v_structures` in `dag.py` ([7398](https://github.com/networkx/networkx/pull/7398)).
- Fix reading edgelist when delimiter is whitespace, e.g. tab ([7465](https://github.com/networkx/networkx/pull/7465)).
- Ensure we always raise for unknown backend in `backend=` ([7494](https://github.com/networkx/networkx/pull/7494)).
- Prevent `to_agraph` from modifying graph argument ([7610](https://github.com/networkx/networkx/pull/7610)).
- Implementing iterative removal of non_terminal_leaves in Steiner Tree approximation ([7422](https://github.com/networkx/networkx/pull/7422)).
- Only allow connected graphs in `eigenvector_centrality_numpy` ([7549](https://github.com/networkx/networkx/pull/7549)).
- CI: Fix typo in nightly run pip install ([7625](https://github.com/networkx/networkx/pull/7625)).

Documentation

- Document missing shortest_path functions ([7394](https://github.com/networkx/networkx/pull/7394)).
- Optimal Edit Paths Return Section Improved ([7375](https://github.com/networkx/networkx/pull/7375)).
- Minor updates to simple_cycles docstring ([7421](https://github.com/networkx/networkx/pull/7421)).
- DOC: Clarifying `NetworkXPointlessConcept` exception ([7434](https://github.com/networkx/networkx/pull/7434)).
- DOC: updated `pairs.py` ([7416](https://github.com/networkx/networkx/pull/7416)).
- Add docstring example for directed tree ([7449](https://github.com/networkx/networkx/pull/7449)).
- Change docs of `shortest_path_length` so return is number instead of int ([7477](https://github.com/networkx/networkx/pull/7477)).
- Use intersphinx_registry to manage intersphinx mapping ([7481](https://github.com/networkx/networkx/pull/7481)).
- Ma: fix some spelling errors in docs ([7480](https://github.com/networkx/networkx/pull/7480)).
- Update NetworkX reference links in doc index ([7500](https://github.com/networkx/networkx/pull/7500)).
- strong product docs update ([7511](https://github.com/networkx/networkx/pull/7511)).
- Refactoring and enhancing user-facing `Backend and Configs` docs ([7404](https://github.com/networkx/networkx/pull/7404)).
- Fixed the citation in `dominance.py` [Issue 7522] ([7524](https://github.com/networkx/networkx/pull/7524)).
- Clarify generation number in `dorogovtsev_goltsev_mendes_graph()` ([7473](https://github.com/networkx/networkx/pull/7473)).
- Add `Introspection` section to backends docs ([7556](https://github.com/networkx/networkx/pull/7556)).
- DOC: Added `default_config` in `get_info`'s description ([7567](https://github.com/networkx/networkx/pull/7567)).
- Prettify `README.rst` ([7514](https://github.com/networkx/networkx/pull/7514)).
- DOC: Fix typo in the code snippet provided in the docstring of nx_pydot.pydot_layout() ([7572](https://github.com/networkx/networkx/pull/7572)).
- Fix installation instructions for `default` extras in README ([7574](https://github.com/networkx/networkx/pull/7574)).
- Add missing metadata to v3.3 release notes ([7592](https://github.com/networkx/networkx/pull/7592)).
- Correct the members of steering council ([7604](https://github.com/networkx/networkx/pull/7604)).
- Fix dispatch docs formatting ([7619](https://github.com/networkx/networkx/pull/7619)).
- Add to Contributor List ([7621](https://github.com/networkx/networkx/pull/7621)).
- Example fix for issue 7633 ([7634](https://github.com/networkx/networkx/pull/7634)).
- Fix: Correct community color assignment in Girvan-Newman community detection ([7644](https://github.com/networkx/networkx/pull/7644)).
- Updated docstring for generators/karate_club_graph() ([7626](https://github.com/networkx/networkx/pull/7626)).

Maintenance

- Simplify flow func augmentation logic in `connectivity` module ([7367](https://github.com/networkx/networkx/pull/7367)).
- A few more doctest skips for mpl/np dependencies ([7403](https://github.com/networkx/networkx/pull/7403)).
- Remove repetitive words ([7406](https://github.com/networkx/networkx/pull/7406)).
- FilterAdjacency: __len__ is recalculated unnecessarily 7377 ([7378](https://github.com/networkx/networkx/pull/7378)).
- Add check for empty graphs in `flow_hierarchy` ([7393](https://github.com/networkx/networkx/pull/7393)).
- Use nodelist feature of from_numpy_array ([7425](https://github.com/networkx/networkx/pull/7425)).
- Cleanup remaining usages of deprecated `random_tree` in package ([7411](https://github.com/networkx/networkx/pull/7411)).
- Add check for empty graphs in `non_randomness` ([7395](https://github.com/networkx/networkx/pull/7395)).
- Update tests for macOS Sonoma v14 ([7437](https://github.com/networkx/networkx/pull/7437)).
- Update doc requirements ([7435](https://github.com/networkx/networkx/pull/7435)).
- Update pygraphviz ([7441](https://github.com/networkx/networkx/pull/7441)).
- Always cache graph attrs for better cache behavior ([7455](https://github.com/networkx/networkx/pull/7455)).
- retain adjacency order in nx-loopback copy of networkx graph ([7432](https://github.com/networkx/networkx/pull/7432)).
- DEV: Add files generated by benchmarking to .gitignore ([7461](https://github.com/networkx/networkx/pull/7461)).
- Remove redundant graph copy in `algorithms.bridges.bridges()` ([7471](https://github.com/networkx/networkx/pull/7471)).
- CI: Add GitHub artifact attestations to package distribution ([7459](https://github.com/networkx/networkx/pull/7459)).
- Add `polynomials.py` to `needs_numpy` ([7493](https://github.com/networkx/networkx/pull/7493)).
- MAINT: Rename `LoopbackDispatcher` to `LoopbackBackendInterface` and `dispatcher` to `backend_interface` ([7492](https://github.com/networkx/networkx/pull/7492)).
- CI: update action that got moved org ([7503](https://github.com/networkx/networkx/pull/7503)).
- Update momepy ([7507](https://github.com/networkx/networkx/pull/7507)).
- Fix pygraphviz install on Windows ([7512](https://github.com/networkx/networkx/pull/7512)).
- MAINT: Made `plot_image_segmentation_spectral_graph_partition` example compatible with scipy 1.14.0 ([7518](https://github.com/networkx/networkx/pull/7518)).
- Fix CI installation of nx-cugraph in docs workflow ([7538](https://github.com/networkx/networkx/pull/7538)).
- Minor doc/test tweaks for dorogovtsev_goltsev_mendes ([7535](https://github.com/networkx/networkx/pull/7535)).
- CI: Add timeout limit to coverage job ([7542](https://github.com/networkx/networkx/pull/7542)).
- Update images used in docs build workflow ([7537](https://github.com/networkx/networkx/pull/7537)).
- Remove parallelization related TODO comments ([7226](https://github.com/networkx/networkx/pull/7226)).
- FIX: scipy 1d indexing tripped up numpy? ([7541](https://github.com/networkx/networkx/pull/7541)).
- Minor touchups to node_link functions ([7540](https://github.com/networkx/networkx/pull/7540)).
- Minor updates to colliders v_structures tests ([7539](https://github.com/networkx/networkx/pull/7539)).
- Update sphinx gallery config to enable sphinx build caching ([7548](https://github.com/networkx/networkx/pull/7548)).
- Update geospatial gallery dependencies ([7508](https://github.com/networkx/networkx/pull/7508)).
- Update ruff pre-commit and config ([7547](https://github.com/networkx/networkx/pull/7547)).
- More accurate NodeNotFound error message ([7545](https://github.com/networkx/networkx/pull/7545)).
- Update ruff config ([7552](https://github.com/networkx/networkx/pull/7552)).
- Add changelist config ([7551](https://github.com/networkx/networkx/pull/7551)).
- Fix installing nx-cugraph in deploy docs CI ([7561](https://github.com/networkx/networkx/pull/7561)).
- Fix `nx_pydot.graphviz_layout` for nodes with quoted/escaped chars ([7588](https://github.com/networkx/networkx/pull/7588)).
- DOC: Rm redundant module from autosummary ([7599](https://github.com/networkx/networkx/pull/7599)).
- Update numpydoc (1.8) ([7573](https://github.com/networkx/networkx/pull/7573)).
- Bump minimum pydot version to 3.0 ([7596](https://github.com/networkx/networkx/pull/7596)).
- CI: Include Python 3.13 in nightly wheel tests ([7594](https://github.com/networkx/networkx/pull/7594)).
- pydot - Remove Colon Check on Strings ([7606](https://github.com/networkx/networkx/pull/7606)).
- MAINT: Do not use requirements files in circle CI ([7553](https://github.com/networkx/networkx/pull/7553)).
- Do not use requirements file in github workflow ([7495](https://github.com/networkx/networkx/pull/7495)).
- `weisfeiler_lehman_graph_hash`: add `not_implemented_for("multigraph")` decorator ([7614](https://github.com/networkx/networkx/pull/7614)).
- Update teams doc by running `tools/team_list.py` ([7616](https://github.com/networkx/networkx/pull/7616)).
- Add single node with self loop check to local and global reaching centrality ([7350](https://github.com/networkx/networkx/pull/7350)).
- Full test coverage for maxflow in issue 6029 ([6355](https://github.com/networkx/networkx/pull/6355)).
- CI: Fix typo in nightly run pip install ([7625](https://github.com/networkx/networkx/pull/7625)).
- DOC: Bring back plausible for docs ([7639](https://github.com/networkx/networkx/pull/7639)).
- Update minimum dependencies (SPEC 0) ([7631](https://github.com/networkx/networkx/pull/7631)).
- Update pygraphviz (1.14) ([7654](https://github.com/networkx/networkx/pull/7654)).
- modified product.py to raise NodeNotFound when 'root is not in H' ([7635](https://github.com/networkx/networkx/pull/7635)).
- Support Python 3.13 ([7661](https://github.com/networkx/networkx/pull/7661)).

Other

- chore: fix some typos in comments ([7427](https://github.com/networkx/networkx/pull/7427)).

Contributors

52 authors added to this release (alphabetically):

- [finaltrip](https://github.com/finaltrip)
- [goodactive](https://github.com/goodactive)
- [inbalh1](https://github.com/inbalh1)
- [johnthagen](https://github.com/johnthagen)
- [jrdnh](https://github.com/jrdnh)
- [lejansenGitHub](https://github.com/lejansenGitHub)
- Aditi Juneja ([Schefflera-Arboricola](https://github.com/Schefflera-Arboricola))
- Alexander Bakhtin ([bakhtos](https://github.com/bakhtos))
- Ashwin Nayak ([ashwin-nayak](https://github.com/ashwin-nayak))
- Brigitta Sipőcz ([bsipocz](https://github.com/bsipocz))
- Casper van Elteren ([cvanelteren](https://github.com/cvanelteren))
- Charitha Buddhika Heendeniya ([buddih09](https://github.com/buddih09))
- chrizzftd ([chrizzFTD](https://github.com/chrizzFTD))
- Cora Schneck ([cyschneck](https://github.com/cyschneck))
- Dan Schult ([dschult](https://github.com/dschult))
- Erik Welch ([eriknw](https://github.com/eriknw))
- Ewout ter Hoeven ([EwoutH](https://github.com/EwoutH))
- Fabian Spaeh ([285714](https://github.com/285714))
- Gilles Peiffer ([Peiffap](https://github.com/Peiffap))
- Gregory Shklover ([gregory-shklover](https://github.com/gregory-shklover))
- Jarrod Millman ([jarrodmillman](https://github.com/jarrodmillman))
- Jim Hull ([jmhull](https://github.com/jmhull))
- Joye Mang ([joyemang33](https://github.com/joyemang33))
- Kelvin Chung ([KelvinChung2000](https://github.com/KelvinChung2000))
- Koushik_Nekkanti ([KoushikNekkanti](https://github.com/KoushikNekkanti))
- M Bussonnier ([Carreau](https://github.com/Carreau))
- Marc-Alexandre Côté ([MarcCote](https://github.com/MarcCote))
- Matt Schwennesen ([mjschwenne](https://github.com/mjschwenne))
- Matthew Feickert ([matthewfeickert](https://github.com/matthewfeickert))
- Maverick18 ([Aditya-Shandilya1182](https://github.com/Aditya-Shandilya1182))
- Michael Bolger ([mbbolger](https://github.com/mbbolger))
- Miguel Cárdenas ([miguelcsx](https://github.com/miguelcsx))
- Mohamed Rezk ([mohamedrezk122](https://github.com/mohamedrezk122))
- Mridul Seth ([MridulS](https://github.com/MridulS))
- Mudassir Chapra ([muddi900](https://github.com/muddi900))
- Orion Sehn ([OrionSehn-personal](https://github.com/OrionSehn-personal))
- Orion Sehn ([OrionSehn](https://github.com/OrionSehn))
- Peter Cock ([peterjc](https://github.com/peterjc))
- Philipp van Kempen ([PhilippvK](https://github.com/PhilippvK))
- prathamesh shinde ([prathamesh901](https://github.com/prathamesh901))
- Raj Pawar ([Raj3110](https://github.com/Raj3110))
- Rick Ratzel ([rlratzel](https://github.com/rlratzel))
- Rike-Benjamin Schuppner ([Debilski](https://github.com/Debilski))
- Ross Barnowski ([rossbar](https://github.com/rossbar))
- Sanchit Ram Arvind ([sanchitram1](https://github.com/sanchitram1))
- Sebastiano Vigna ([vigna](https://github.com/vigna))
- STEVEN  ADAMS ([hugehope](https://github.com/hugehope))
- Thomas J. Fan ([thomasjpfan](https://github.com/thomasjpfan))
- Vanshika Mishra ([vanshika230](https://github.com/vanshika230))
- Woojin Jung ([WoojinJung-04](https://github.com/WoojinJung-04))
- Yury Fedotov ([yury-fedotov](https://github.com/yury-fedotov))
- Łukasz ([lkk7](https://github.com/lkk7))

27 reviewers added to this release (alphabetically):

- [finaltrip](https://github.com/finaltrip)
- [inbalh1](https://github.com/inbalh1)
- [jrdnh](https://github.com/jrdnh)
- Aditi Juneja ([Schefflera-Arboricola](https://github.com/Schefflera-Arboricola))
- Bhuvneshwar Chouksey ([gbhuvneshwar](https://github.com/gbhuvneshwar))
- Casper van Elteren ([cvanelteren](https://github.com/cvanelteren))
- chrizzftd ([chrizzFTD](https://github.com/chrizzFTD))
- Dan Schult ([dschult](https://github.com/dschult))
- Erik Welch ([eriknw](https://github.com/eriknw))
- Fabian Spaeh ([285714](https://github.com/285714))
- Gilles Peiffer ([Peiffap](https://github.com/Peiffap))
- Jarrod Millman ([jarrodmillman](https://github.com/jarrodmillman))
- M Bussonnier ([Carreau](https://github.com/Carreau))
- Matt Schwennesen ([mjschwenne](https://github.com/mjschwenne))
- Maverick18 ([Aditya-Shandilya1182](https://github.com/Aditya-Shandilya1182))
- Michael Bolger ([mbbolger](https://github.com/mbbolger))
- Miguel Cárdenas ([miguelcsx](https://github.com/miguelcsx))
- Mohamed Rezk ([mohamedrezk122](https://github.com/mohamedrezk122))
- Mridul Seth ([MridulS](https://github.com/MridulS))
- Orion Sehn ([OrionSehn-personal](https://github.com/OrionSehn-personal))
- Orion Sehn ([OrionSehn](https://github.com/OrionSehn))
- Raj Pawar ([Raj3110](https://github.com/Raj3110))
- Rick Ratzel ([rlratzel](https://github.com/rlratzel))
- Ross Barnowski ([rossbar](https://github.com/rossbar))
- Sanchit Ram Arvind ([sanchitram1](https://github.com/sanchitram1))
- Sebastiano Vigna ([vigna](https://github.com/vigna))
- Woojin Jung ([WoojinJung-04](https://github.com/WoojinJung-04))

_These lists are automatically generated, and may not be complete or may contain duplicates._

3.3

We're happy to announce the release of networkx 3.3!

API Changes

- Disallow negative number of nodes in `complete_multipartite_graph` ([7057](https://github.com/networkx/networkx/pull/7057)).
- DEP: Deprecate the all_triplets one-liner ([7060](https://github.com/networkx/networkx/pull/7060)).
- [A-star] Added expansion pruning via cutoff if cutoff is provided ([7073](https://github.com/networkx/networkx/pull/7073)).
- Make HITS raise exceptions consistent with power iterations ([7084](https://github.com/networkx/networkx/pull/7084)).
- DEP: Deprecate random_triad ([7061](https://github.com/networkx/networkx/pull/7061)).
- Added feature modular graph product ([7227](https://github.com/networkx/networkx/pull/7227)).
- ENH: Speed up common/non_neighbors by using _adj dict operations ([7244](https://github.com/networkx/networkx/pull/7244)).
- Deprecate the `create` argument of `nonisomorphic_trees` ([7316](https://github.com/networkx/networkx/pull/7316)).
- Improve total_spanning_tree_weight ([7100](https://github.com/networkx/networkx/pull/7100)).
- Update __init__.py ([7320](https://github.com/networkx/networkx/pull/7320)).
- add **kwargs to traveling_salesman_problem ([7371](https://github.com/networkx/networkx/pull/7371)).

Enhancements

- Add Tadpole graph ([6999](https://github.com/networkx/networkx/pull/6999)).
- [A-star] Added expansion pruning via cutoff if cutoff is provided ([7073](https://github.com/networkx/networkx/pull/7073)).
- Implementation of $S^1$ model ([6858](https://github.com/networkx/networkx/pull/6858)).
- [Feat] Random expanders utilities ([6761](https://github.com/networkx/networkx/pull/6761)).
- Compare graphs for generator functions when running tests with backend ([7066](https://github.com/networkx/networkx/pull/7066)).
- Add Kirchhoff index / Effective graph resistance ([6926](https://github.com/networkx/networkx/pull/6926)).
- Changed return types of shortest path methods to improve consistency ([6584](https://github.com/networkx/networkx/pull/6584)).
- New PR for Fixes minimal d-separator function failing to handle cases where no d-separators exist ([7019](https://github.com/networkx/networkx/pull/7019)).
- ENH : Provide non-normalized and normalized directed laplacian matrix calculation ([7199](https://github.com/networkx/networkx/pull/7199)).
- feat: drop the use of node attribute "first_nbr" in PlanarEmbedding ([7202](https://github.com/networkx/networkx/pull/7202)).
- Add functions to compute Schultz and Gutman Index ([3709](https://github.com/networkx/networkx/pull/3709)).
- Divisive community algorithms ([5830](https://github.com/networkx/networkx/pull/5830)).
- Added feature modular graph product ([7227](https://github.com/networkx/networkx/pull/7227)).
- ENH : added `sort_neighbors` to all functions in `depth_first_search.py` ([7196](https://github.com/networkx/networkx/pull/7196)).
- New graph generator for the Kneser graph ([7146](https://github.com/networkx/networkx/pull/7146)).
- Draw MultiDiGraph edges and labels qa7008 ([7010](https://github.com/networkx/networkx/pull/7010)).
- Use github actions to run a comparison benchmark ([7268](https://github.com/networkx/networkx/pull/7268)).
- BFS layout implementation ([5179](https://github.com/networkx/networkx/pull/5179)).
- Add `max_level=` argument to `louvain_communities` to limit macro-iterations ([6909](https://github.com/networkx/networkx/pull/6909)).
- Review and update `nx._dispatchable` usage since 3.2.1 ([7302](https://github.com/networkx/networkx/pull/7302)).
- Transmogrify `_dispatchable` objects into functions ([7298](https://github.com/networkx/networkx/pull/7298)).
- fix: make `PlanarEmbedding.copy()` use `add_edges_from()` from parent (closes 7223) ([7224](https://github.com/networkx/networkx/pull/7224)).
- Allow seed of np.random instance to exactly produce arbitrarily large integers ([6869](https://github.com/networkx/networkx/pull/6869)).
- Improve total_spanning_tree_weight ([7100](https://github.com/networkx/networkx/pull/7100)).
- add seed to `nx.generate_random_paths` ([7332](https://github.com/networkx/networkx/pull/7332)).
- Allow backends to implement `should_run` ([7257](https://github.com/networkx/networkx/pull/7257)).
- Adding tree broadcasting algorithm in a new module ([6928](https://github.com/networkx/networkx/pull/6928)).
- Option to include initial labels in `weisfeiler_lehman_subgraph_hashes` ([6601](https://github.com/networkx/networkx/pull/6601)).
- Add better error message when trying to get edge that is not present ([7245](https://github.com/networkx/networkx/pull/7245)).
- Make `is_negatively_weighted` dispatchable ([7352](https://github.com/networkx/networkx/pull/7352)).
- Add option to hide or show tick labels ([6018](https://github.com/networkx/networkx/pull/6018)).
- ENH: Cache graphs objects when converting to a backend ([7345](https://github.com/networkx/networkx/pull/7345)).

Bug Fixes

- Fix listing of release notes on Releases page ([7030](https://github.com/networkx/networkx/pull/7030)).
- Fix syntax warning from bad escape sequence ([7034](https://github.com/networkx/networkx/pull/7034)).
- Fix triangles to avoid using `is` to compare nodes ([7041](https://github.com/networkx/networkx/pull/7041)).
- Fix error message for `nx.mycielski_graph(0)` ([7056](https://github.com/networkx/networkx/pull/7056)).
- Disallow negative number of nodes in `complete_multipartite_graph` ([7057](https://github.com/networkx/networkx/pull/7057)).
- Handle edge cases for greedy_modularity_communities ([6973](https://github.com/networkx/networkx/pull/6973)).
- FIX: Match the doc description while copying over data ([7092](https://github.com/networkx/networkx/pull/7092)).
- fix: Include singleton/trivial paths in all_simple_paths & other functions ([6694](https://github.com/networkx/networkx/pull/6694)).
- Dinitz correction ([6968](https://github.com/networkx/networkx/pull/6968)).
- Modify GML test to fix invalid octal character warning ([7159](https://github.com/networkx/networkx/pull/7159)).
- Fix random_spanning_tree() for single node and empty graphs ([7211](https://github.com/networkx/networkx/pull/7211)).
- PlanarEmbedding.remove_edge() now updates removed edge's neighbors ([6798](https://github.com/networkx/networkx/pull/6798)).
- add seed to graph creation ([7241](https://github.com/networkx/networkx/pull/7241)).
- add seed to tests of fast_label_propatation_communities ([7242](https://github.com/networkx/networkx/pull/7242)).
- Fix rich_club_coefficient() for single node and empty graphs ([7212](https://github.com/networkx/networkx/pull/7212)).
- Fix minimum_spanning_arborescence regression ([7280](https://github.com/networkx/networkx/pull/7280)).
- Move arrowstyle input munging after intput validation ([7293](https://github.com/networkx/networkx/pull/7293)).
- Fix empty GraphML attribute is not parsed ([7319](https://github.com/networkx/networkx/pull/7319)).
- Add new test result to `test_asadpour_tsp` and change `linprog` method ([7335](https://github.com/networkx/networkx/pull/7335)).
- Fix custom weight attribute for Mehlhorn ([6681](https://github.com/networkx/networkx/pull/6681)).

Documentation

- Update release process ([7029](https://github.com/networkx/networkx/pull/7029)).
- Update convert_matrix.py ([7018](https://github.com/networkx/networkx/pull/7018)).
- fix extendability function name in bipartite.rst ([7042](https://github.com/networkx/networkx/pull/7042)).
- Minor doc cleanups to remove doc build warnings ([7048](https://github.com/networkx/networkx/pull/7048)).
- DOC: Add example to generic_bfs_edges to demonstrate the `neighbors` param ([7072](https://github.com/networkx/networkx/pull/7072)).
- Hierarchical clustering layout gallery example ([7058](https://github.com/networkx/networkx/pull/7058)).
- Fixed an error in the documentation of the katz centrality ([6294](https://github.com/networkx/networkx/pull/6294)).
- Create 3d_rotation_anime.py ([7025](https://github.com/networkx/networkx/pull/7025)).
- DOC: Add docstrings to filter view functions ([7086](https://github.com/networkx/networkx/pull/7086)).
- DOC: Add docstrings to Filter mapping views ([7075](https://github.com/networkx/networkx/pull/7075)).
- DOCS: Fix internal links to other functions in isomorphvf2 ([6706](https://github.com/networkx/networkx/pull/6706)).
- added note for the triangle inequality case in TSP ([6995](https://github.com/networkx/networkx/pull/6995)).
- Add note about importance of testing to contributor guide ([7103](https://github.com/networkx/networkx/pull/7103)).
- Proposal to add centrality overview to mentored projects ([7104](https://github.com/networkx/networkx/pull/7104)).
- Improve documentation of Component Algorithms ([5473](https://github.com/networkx/networkx/pull/5473)).
- Add dot io to readwrite ([5061](https://github.com/networkx/networkx/pull/5061)).
- Add Python versions to release notes ([7113](https://github.com/networkx/networkx/pull/7113)).
- DOC: Turn on inline plots in graph generators docstrings ([6401](https://github.com/networkx/networkx/pull/6401)).
- Fix duplicate numbering in contributor guide ([7116](https://github.com/networkx/networkx/pull/7116)).
- DOC: remove unnecessary 'or' in planted_partition_graph ([7115](https://github.com/networkx/networkx/pull/7115)).
- DOC: Link methods in functions to base Graph methods/properties ([7125](https://github.com/networkx/networkx/pull/7125)).
- Connect docs to doc_string for total_spanning_tree_weight ([7098](https://github.com/networkx/networkx/pull/7098)).
- Image (3D RGB data) segmentation by spectral clustering with 3D illustrations ([7040](https://github.com/networkx/networkx/pull/7040)).
- update triadic_census documentation for undirected graphs - issue 4386 ([7141](https://github.com/networkx/networkx/pull/7141)).
- added 3d and animation to plot_greedy_coloring.py ([7090](https://github.com/networkx/networkx/pull/7090)).
- DOC: fix URL econded links and doc references ([7152](https://github.com/networkx/networkx/pull/7152)).
- DOC: add reference to fast_label_propagation_communities ([7167](https://github.com/networkx/networkx/pull/7167)).
- updated See also sec of argmap class ([7163](https://github.com/networkx/networkx/pull/7163)).
- DOC : updated examples in mincost.py ([7169](https://github.com/networkx/networkx/pull/7169)).
- Document the walk_type argument default in directed_laplacian and similar functions ([7171](https://github.com/networkx/networkx/pull/7171)).
- DOC: Add plots to classic graph generators docs ([7114](https://github.com/networkx/networkx/pull/7114)).
- Fix a tiny typo in `structuralholes.py::local_constraint` docstring ([7198](https://github.com/networkx/networkx/pull/7198)).
- Added `subgraph_is_monomorphic` and `subgraph_monomorphisms_iter` in docs ([7197](https://github.com/networkx/networkx/pull/7197)).
- Fix online docs for `_dispatch` ([7194](https://github.com/networkx/networkx/pull/7194)).
- DOC : Updated docs for panther_similarity ([7175](https://github.com/networkx/networkx/pull/7175)).
- Fix warnings when building docs ([7195](https://github.com/networkx/networkx/pull/7195)).
- Improve docs for optimal_edit_paths ([7130](https://github.com/networkx/networkx/pull/7130)).
- DOC: build with nx-parallel extra documentation information ([7220](https://github.com/networkx/networkx/pull/7220)).
- Fixed typo in tensor product documentation (Fixes 7228) ([7229](https://github.com/networkx/networkx/pull/7229)).
- Add example for cycle detection ([6560](https://github.com/networkx/networkx/pull/6560)).
- Update general_k_edge_subgraphs docstring ([7254](https://github.com/networkx/networkx/pull/7254)).
- Update docstring of nonisomorphic_trees ([7255](https://github.com/networkx/networkx/pull/7255)).
- adding self loops related docs and tests for functions in `cluster.py` ([7261](https://github.com/networkx/networkx/pull/7261)).
- Add minimum_cycle_basis to cycle_basis See Also ([7274](https://github.com/networkx/networkx/pull/7274)).
- Update CONTRIBUTING.rst ([7270](https://github.com/networkx/networkx/pull/7270)).
- Fix all sphinx warnings during doc build ([7289](https://github.com/networkx/networkx/pull/7289)).
- Doc infrastructure: replace `nb2plot` with `myst-nb` ([7237](https://github.com/networkx/networkx/pull/7237)).
- Add explicit targets of missing modules for intersphinx ([7313](https://github.com/networkx/networkx/pull/7313)).
- DOC: add doc suggestions for arbitrarily large random integers tools ([7322](https://github.com/networkx/networkx/pull/7322)).
- Try/except intermittently failing basemaps in geospatial examples ([7324](https://github.com/networkx/networkx/pull/7324)).
- Update docstring example with future-proof pandas assignment ([7323](https://github.com/networkx/networkx/pull/7323)).
- Remove animation from spectral clustering example to improve performance ([7328](https://github.com/networkx/networkx/pull/7328)).
- Doc Improvements for Approximations Files ([7338](https://github.com/networkx/networkx/pull/7338)).
- Update `LCF_graph` docstring ([7262](https://github.com/networkx/networkx/pull/7262)).
- Option to include initial labels in `weisfeiler_lehman_subgraph_hashes` ([6601](https://github.com/networkx/networkx/pull/6601)).
- Add eriknw as contributor ([7343](https://github.com/networkx/networkx/pull/7343)).
- [DOC, DISPATCH] : updated and added `backend.py`'s docs ([7305](https://github.com/networkx/networkx/pull/7305)).
- add **kwargs to traveling_salesman_problem ([7371](https://github.com/networkx/networkx/pull/7371)).
- Move the backend docs and connect the config docs. Both in a single sidebar entry ([7389](https://github.com/networkx/networkx/pull/7389)).

Maintenance

- Drop Python 3.9 support ([7028](https://github.com/networkx/networkx/pull/7028)).
- fix: Explicitly check for None/False in edge_attr during import from np ([6825](https://github.com/networkx/networkx/pull/6825)).
- Add favicon ([7043](https://github.com/networkx/networkx/pull/7043)).
- Remove unused code resistance_distance ([7053](https://github.com/networkx/networkx/pull/7053)).
- Fix names of small graphs ([7055](https://github.com/networkx/networkx/pull/7055)).
- Improve error messages for misconfigured backend treatment ([7062](https://github.com/networkx/networkx/pull/7062)).
- MAINT: Fixup union exception message ([7071](https://github.com/networkx/networkx/pull/7071)).
- MAINT: Minor touchups to tadpole and lollipop graph ([7049](https://github.com/networkx/networkx/pull/7049)).
- Add `not_implemented_for("directed")` to `number_connected_components` ([7074](https://github.com/networkx/networkx/pull/7074)).
- remove unused code ([7076](https://github.com/networkx/networkx/pull/7076)).
- Minor touchups to the beamsearch module ([7059](https://github.com/networkx/networkx/pull/7059)).
- Fix annoying split strings on same line ([7079](https://github.com/networkx/networkx/pull/7079)).
- Update dispatch decorator for `hits` to use `"weight"` edge weight ([7081](https://github.com/networkx/networkx/pull/7081)).
- Remove nbconvert upper pin (revert 6984) ([7083](https://github.com/networkx/networkx/pull/7083)).
- Add a step to CI to check for warnings at import time ([7077](https://github.com/networkx/networkx/pull/7077)).
- Added few tests for /generators/duplication.py and /generators/geomet… ([6976](https://github.com/networkx/networkx/pull/6976)).
- Test on Python 3.13-dev ([7096](https://github.com/networkx/networkx/pull/7096)).
- Changed arguments list of GraphMLWriterLxml.dump() ([6261](https://github.com/networkx/networkx/pull/6261)).
- `write_graphml`: Small fix for object type description on `TypeError` exception ([7109](https://github.com/networkx/networkx/pull/7109)).
- updated functions in `core.py` ([7027](https://github.com/networkx/networkx/pull/7027)).
- label check on push and change check name ([7111](https://github.com/networkx/networkx/pull/7111)).
- DEP : adding `not_implemented_for("multigraph”)` to `k_core`, `k_shell`, `k_crust` and `k_corona` ([7121](https://github.com/networkx/networkx/pull/7121)).
- Add label check when pull request is edited instead of push ([7134](https://github.com/networkx/networkx/pull/7134)).
- Add label workflow pull_request type synchronize and echo message ([7135](https://github.com/networkx/networkx/pull/7135)).
- adding test coverage for isomorphism when using digraphs ([6417](https://github.com/networkx/networkx/pull/6417)).
- Remove usage of `__networkx_plugin__` (use `__networkx_backend__` instead) ([7157](https://github.com/networkx/networkx/pull/7157)).
- DOC: consistent spelling of neighbor and rename vars ([7162](https://github.com/networkx/networkx/pull/7162)).
- MAINT: use ruff format instead of black ([7160](https://github.com/networkx/networkx/pull/7160)).
- Ensure warnings related to changes in shortest_path returns are visible to users ([7161](https://github.com/networkx/networkx/pull/7161)).
- Sync up behavior of is_{type} for empty graphs ([5849](https://github.com/networkx/networkx/pull/5849)).
- Added `NodeNotFound` exceptions to `_apply_prediction` and `simrank`, and ignored isolated nodes in `panther_similarity` ([7110](https://github.com/networkx/networkx/pull/7110)).
- Fix not_implemented_for decorator for is_regular and related functions ([7182](https://github.com/networkx/networkx/pull/7182)).
- Fix all_node_cuts output for complete graphs ([6558](https://github.com/networkx/networkx/pull/6558)).
- Remove `"networkx.plugins"` and `"networkx.plugin_info"` entry-points ([7192](https://github.com/networkx/networkx/pull/7192)).
- Bump actions/setup-python from 4 to 5 ([7201](https://github.com/networkx/networkx/pull/7201)).
- Update test suite for Pytest v8 ([7203](https://github.com/networkx/networkx/pull/7203)).
- Undeprecate ``nx_pydot`` now that pydot is actively maintained again ([7204](https://github.com/networkx/networkx/pull/7204)).
- Future-proofing and improve tests ([7209](https://github.com/networkx/networkx/pull/7209)).
- Drop old dependencies per SPEC 0 ([7217](https://github.com/networkx/networkx/pull/7217)).
- Update pygraphviz ([7216](https://github.com/networkx/networkx/pull/7216)).
- Refactor geometric_soft_configuration_model tests for performance ([7210](https://github.com/networkx/networkx/pull/7210)).
- Rename `_dispatch` to `_dispatchable` ([7193](https://github.com/networkx/networkx/pull/7193)).
- Replace tempfile with tmp_path fixture in test suite ([7221](https://github.com/networkx/networkx/pull/7221)).
- updated test_directed_edge_swap 5814 ([6426](https://github.com/networkx/networkx/pull/6426)).
- Bump copyright year for 2024 ([7232](https://github.com/networkx/networkx/pull/7232)).
- Improving test coverage for Small.py ([7260](https://github.com/networkx/networkx/pull/7260)).
- Test for symmetric edge flow betweenness partition ([7251](https://github.com/networkx/networkx/pull/7251)).
- MAINT : added `seed` to `gnm_random_graph` in `community/tests/test_label_propagation.py` ([7264](https://github.com/networkx/networkx/pull/7264)).
- Bump scientific-python/upload-nightly-action from 0.2.0 to 0.3.0 ([7266](https://github.com/networkx/networkx/pull/7266)).
- adding self loops related docs and tests for functions in `cluster.py` ([7261](https://github.com/networkx/networkx/pull/7261)).
- Improving test coverage for Mycielsky.py ([7271](https://github.com/networkx/networkx/pull/7271)).
- Use ruff's docstring formatting ([7276](https://github.com/networkx/networkx/pull/7276)).
- Add docstring formatting change to blame-ignore-revs ([7281](https://github.com/networkx/networkx/pull/7281)).
- Improve test coverage for random_clustered and update function names ([7273](https://github.com/networkx/networkx/pull/7273)).
- Doc infrastructure: replace `nb2plot` with `myst-nb` ([7237](https://github.com/networkx/networkx/pull/7237)).
- Temporarily rm geospatial examples to fix CI ([7299](https://github.com/networkx/networkx/pull/7299)).
- Improve test coverage for bipartite extendability ([7306](https://github.com/networkx/networkx/pull/7306)).
- CI: Update scientific-python/upload-nightly-action from 0.3.0 to 0.4.0 ([7309](https://github.com/networkx/networkx/pull/7309)).
- CI: Group dependabot updates ([7308](https://github.com/networkx/networkx/pull/7308)).
- CI: update upload-nightly-action to 0.5.0 ([7311](https://github.com/networkx/networkx/pull/7311)).
- renaming backend `func_info` dictionary's keys ([7219](https://github.com/networkx/networkx/pull/7219)).
- Add `mutates_input=` and `returns_graph=` to `_dispatchable` ([7191](https://github.com/networkx/networkx/pull/7191)).
- Avoid creating results with numpy scalars (re: NEP 51) ([7282](https://github.com/networkx/networkx/pull/7282)).
- Bump changelist from 0.4 to 0.5 ([7325](https://github.com/networkx/networkx/pull/7325)).
- Improve test coverage for bipartite matrix.py ([7312](https://github.com/networkx/networkx/pull/7312)).
- Un-dispatch coloring strategies ([7329](https://github.com/networkx/networkx/pull/7329)).
- Undo change in return type of `single_target_shortest_path_length` ([7327](https://github.com/networkx/networkx/pull/7327)).
- Remove animation from spectral clustering example to improve performance ([7328](https://github.com/networkx/networkx/pull/7328)).
- Expire steinertree mehlhorn futurewarning ([7337](https://github.com/networkx/networkx/pull/7337)).
- Update louvain test modularity comparison to leq ([7336](https://github.com/networkx/networkx/pull/7336)).
- Add aaronzo as contributor ([7342](https://github.com/networkx/networkx/pull/7342)).
- Fix 7339. `shortest_path` inconsisitent with warning ([7341](https://github.com/networkx/networkx/pull/7341)).
- Add `nx.config` dict for configuring dispatching and backends ([7225](https://github.com/networkx/networkx/pull/7225)).
- Improve test coverage for Steiner Tree & Docs ([7348](https://github.com/networkx/networkx/pull/7348)).
- added `seed` to `test_richclub_normalized` ([7355](https://github.com/networkx/networkx/pull/7355)).
- Add tests to link_prediction.py ([7357](https://github.com/networkx/networkx/pull/7357)).
- Fix pydot tests when testing backends ([7356](https://github.com/networkx/networkx/pull/7356)).
- Future proof xml parsing in graphml ([7360](https://github.com/networkx/networkx/pull/7360)).
- make doc_string examples order-independent by removing np.set_printoptions ([7361](https://github.com/networkx/networkx/pull/7361)).
- Close figures on test cleanup ([7373](https://github.com/networkx/networkx/pull/7373)).
- More numpy scalars cleanup for numpy 2.0 ([7374](https://github.com/networkx/networkx/pull/7374)).
- Update numpydoc ([7364](https://github.com/networkx/networkx/pull/7364)).
- Fix pygraphviz tests causing segmentation faults in backend test ([7380](https://github.com/networkx/networkx/pull/7380)).
- Add dispatching to broadcasting.py ([7386](https://github.com/networkx/networkx/pull/7386)).
- Update test suite to handle when scipy is not installed ([7388](https://github.com/networkx/networkx/pull/7388)).
- Rm deprecated np.row_stack in favor of vstack ([7390](https://github.com/networkx/networkx/pull/7390)).
- Fix exception for `del config[key]` ([7391](https://github.com/networkx/networkx/pull/7391)).
- Bump the GH actions with 3 updates ([7310](https://github.com/networkx/networkx/pull/7310)).

Contributors

54 authors added to this release (alphabetically):

- [BucketHeadP65](https://github.com/BucketHeadP65)
- [dependabot[bot]](https://github.com/apps/dependabot)
- [nelsonaloysio](https://github.com/nelsonaloysio)
- [YVWX](https://github.com/YVWX)
- Aaron Z. ([aaronzo](https://github.com/aaronzo))
- Aditi Juneja ([Schefflera-Arboricola](https://github.com/Schefflera-Arboricola))
- AKSHAYA MADHURI ([akshayamadhuri](https://github.com/akshayamadhuri))
- Alex Markham ([Alex-Markham](https://github.com/Alex-Markham))
- Anders Rydbirk ([anders-rydbirk](https://github.com/anders-rydbirk))
- Andrew Knyazev ([lobpcg](https://github.com/lobpcg))
- Ayooluwa ([Ay-slim](https://github.com/Ay-slim))
- Baldo ([BrunoBaldissera](https://github.com/BrunoBaldissera))
- Benjamin Edwards ([bjedwards](https://github.com/bjedwards))
- Chiranjeevi Karthik Kuruganti ([karthikchiru12](https://github.com/karthikchiru12))
- Chris Pryer ([cnpryer](https://github.com/cnpryer))
- d.grigonis ([dgrigonis](https://github.com/dgrigonis))
- Dan Schult ([dschult](https://github.com/dschult))
- Daniel V. Egdal ([DanielEgdal](https://github.com/DanielEgdal))
- Dilara Tekinoglu ([dtekinoglu](https://github.com/dtekinoglu))
- Dishie Vinchhi ([Dishie2498](https://github.com/Dishie2498))
- Erik Welch ([eriknw](https://github.com/eriknw))
- Frédéric Crozatier ([fcrozatier](https://github.com/fcrozatier))
- Henrik Finsberg ([finsberg](https://github.com/finsberg))
- Jangwon Yie ([jangwon-yie](https://github.com/jangwon-yie))
- Jaron Lee ([jaron-lee](https://github.com/jaron-lee))
- Jarrod Millman ([jarrodmillman](https://github.com/jarrodmillman))
- Jon Crall ([Erotemic](https://github.com/Erotemic))
- Jonas Otto ([ottojo](https://github.com/ottojo))
- Jordan Matelsky ([j6k4m8](https://github.com/j6k4m8))
- Koen van den Berk ([kalkoen](https://github.com/kalkoen))
- Luigi Sciarretta ([LuigiSciar](https://github.com/LuigiSciar))
- Luigi Sciarretta ([LuigiSciarretta](https://github.com/LuigiSciarretta))
- Matt Schwennesen ([mjschwenne](https://github.com/mjschwenne))
- Matthew Feickert ([matthewfeickert](https://github.com/matthewfeickert))
- Matthieu Gouel ([matthieugouel](https://github.com/matthieugouel))
- Mauricio Souza de Alencar ([mdealencar](https://github.com/mdealencar))
- Maximilian Seeliger ([max-seeli](https://github.com/max-seeli))
- Mridul Seth ([MridulS](https://github.com/MridulS))
- Navya Agarwal ([navyagarwal](https://github.com/navyagarwal))
- Neil Botelho ([NeilBotelho](https://github.com/NeilBotelho))
- Nihal John George ([nihalgeorge01](https://github.com/nihalgeorge01))
- Paolo Lammens ([plammens](https://github.com/plammens))
- Patrick Nicodemus ([patrick-nicodemus](https://github.com/patrick-nicodemus))
- Paula Pérez Bianchi ([paulitapb](https://github.com/paulitapb))
- Purvi Chaurasia ([PurviChaurasia](https://github.com/PurviChaurasia))
- Robert ([ImHereForTheCookies](https://github.com/ImHereForTheCookies))
- Robert Jankowski ([robertjankowski](https://github.com/robertjankowski))
- Ross Barnowski ([rossbar](https://github.com/rossbar))
- Sadra Barikbin ([sadra-barikbin](https://github.com/sadra-barikbin