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NetworkX 3.3

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NetworkX 3.3

Release date: 6 April 2024

Supports Python 3.10, 3.11, and 3.12.

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 <https://networkx.org/>_ and our :ref:gallery of examples <examples_gallery>. Please send comments and questions to the networkx-discuss mailing list <http://groups.google.com/group/networkx-discuss>_.

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 input 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>_)
  • Salim BELHADDAD (@salym <https://github.com/salym>_)
  • Till Hoffmann (@tillahoffmann <https://github.com/tillahoffmann>_)
  • Vanshika Mishra (@vanshika230 <https://github.com/vanshika230>_)
  • William Black (@smokestacklightnin <https://github.com/smokestacklightnin>_)
  • William Zijie Zhang (@Transurgeon <https://github.com/Transurgeon>_)

29 reviewers added to this release (alphabetically):

  • @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>_)
  • Andrew Knyazev (@lobpcg <https://github.com/lobpcg>_)
  • Ayooluwa (@Ay-slim <https://github.com/Ay-slim>_)
  • 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>_)
  • Erik Welch (@eriknw <https://github.com/eriknw>_)
  • Frédéric Crozatier (@fcrozatier <https://github.com/fcrozatier>_)
  • Henrik Finsberg (@finsberg <https://github.com/finsberg>_)
  • Jarrod Millman (@jarrodmillman <https://github.com/jarrodmillman>_)
  • Kyle Sunden (@ksunden <https://github.com/ksunden>_)
  • Matt Schwennesen (@mjschwenne <https://github.com/mjschwenne>_)
  • 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>_)
  • Nihal John George (@nihalgeorge01 <https://github.com/nihalgeorge01>_)
  • Paolo Lammens (@plammens <https://github.com/plammens>_)
  • Paula Pérez Bianchi (@paulitapb <https://github.com/paulitapb>_)
  • Rick Ratzel (@rlratzel <https://github.com/rlratzel>_)
  • Robert Jankowski (@robertjankowski <https://github.com/robertjankowski>_)
  • Ross Barnowski (@rossbar <https://github.com/rossbar>_)
  • Stefan van der Walt (@stefanv <https://github.com/stefanv>_)
  • Vanshika Mishra (@vanshika230 <https://github.com/vanshika230>_)
  • William Black (@smokestacklightnin <https://github.com/smokestacklightnin>_)
  • William Zijie Zhang (@Transurgeon <https://github.com/Transurgeon>_)

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