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NetworkX 3.2

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NetworkX 3.2

Release date: 18 October 2023

Supports Python 3.9, 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>_.

Highlights

  • Add @nx._dispatch decorator to most algorithms (#6688 <https://github.com/networkx/networkx/pull/6688>_).

API Changes

  • Remove topo_order kwarg from is_semiconnected without deprecation (#6651 <https://github.com/networkx/networkx/pull/6651>_).
  • deprecate Edmonds class (#6785 <https://github.com/networkx/networkx/pull/6785>_).
  • Make weight part of the API for functions which had default assumptions (#6814 <https://github.com/networkx/networkx/pull/6814>_).
  • ENH: let users set a default value in get_attr methods (#6887 <https://github.com/networkx/networkx/pull/6887>_).
  • Rename function join as join_trees (#6908 <https://github.com/networkx/networkx/pull/6908>_).
  • API: Add a decorator to deprecate positional args (#6905 <https://github.com/networkx/networkx/pull/6905>_).
  • Expire deprecation for attrs kwarg in node_link module (#6939 <https://github.com/networkx/networkx/pull/6939>_).
  • Minor touchup to the sort_neighbors deprecation (#6942 <https://github.com/networkx/networkx/pull/6942>_).
  • Rm deprecated create_using kwarg from scale_free_graph (#6940 <https://github.com/networkx/networkx/pull/6940>_).
  • Make position part of the API for geometric_edges (#6816 <https://github.com/networkx/networkx/pull/6816>_).
  • Undeprecate literal_(de)stringizer (#6943 <https://github.com/networkx/networkx/pull/6943>_).
  • Make new dtype param for incidence_matrix kwarg-only (#6954 <https://github.com/networkx/networkx/pull/6954>_).
  • Make weight and seed for fast_label_propagation_communities kwarg only (#6955 <https://github.com/networkx/networkx/pull/6955>_).
  • API: Rm default value from time_delta for cd_index (#6953 <https://github.com/networkx/networkx/pull/6953>_).
  • Deprecate strongly_connected_components_recursive (#6957 <https://github.com/networkx/networkx/pull/6957>_).
  • Rm deprecated clique helper functions (#6941 <https://github.com/networkx/networkx/pull/6941>_).

Enhancements

  • Update calculation of triangles (#6258 <https://github.com/networkx/networkx/pull/6258>_).
  • Add single_source_all_shortest_paths and all_pairs_all_shortest_paths (#5959 <https://github.com/networkx/networkx/pull/5959>_).
  • Add @nx._dispatch decorator to most algorithms (#6688 <https://github.com/networkx/networkx/pull/6688>_).
  • Move benchmarks inside main repo (#6835 <https://github.com/networkx/networkx/pull/6835>_).
  • ENH -- Replaced for-loops in :function:rescale_layout with numpy vectorized methods (#6879 <https://github.com/networkx/networkx/pull/6879>_).
  • Fast label propagation algorithm for community detection (#6843 <https://github.com/networkx/networkx/pull/6843>_).
  • Add time series Visibility Graph generator (#6880 <https://github.com/networkx/networkx/pull/6880>_).
  • Random trees & forests (#6758 <https://github.com/networkx/networkx/pull/6758>_).
  • Add support for tuple-nodes to default gml parser (#6950 <https://github.com/networkx/networkx/pull/6950>_).
  • Add Kemeny's constant (#6929 <https://github.com/networkx/networkx/pull/6929>_).
  • Speedup resistance_distance (#6925 <https://github.com/networkx/networkx/pull/6925>_).
  • Allow graph generators and conversion functions to be dispatched (#6876 <https://github.com/networkx/networkx/pull/6876>_).
  • adding extendability problem (2nd try) (#4890 <https://github.com/networkx/networkx/pull/4890>_).

Bug Fixes

  • Fixing DOT format for to_agraph() (#6474 <https://github.com/networkx/networkx/pull/6474>_).
  • Remove topo_order kwarg from is_semiconnected without deprecation (#6651 <https://github.com/networkx/networkx/pull/6651>_).
  • Stabilize test of approximation.connected_components (#6715 <https://github.com/networkx/networkx/pull/6715>_).
  • Fix minimum_cycle_basis and change to return cycle instead of set (#6788 <https://github.com/networkx/networkx/pull/6788>_).
  • Refix minimum_cycle_basis and scipy.sparse conversions and add tests (#6789 <https://github.com/networkx/networkx/pull/6789>_).
  • number_of_walks might use a weighted edge attribute (#6815 <https://github.com/networkx/networkx/pull/6815>_).
  • GML: added support for reading multi-line values (#6837 <https://github.com/networkx/networkx/pull/6837>_).
  • Avoid directed_laplacian_matrix causing nans in some cases (#6866 <https://github.com/networkx/networkx/pull/6866>_).
  • Add test about zero weight cycles and fix goldberg-radzik (#6892 <https://github.com/networkx/networkx/pull/6892>_).
  • Modify s_metric normalized default so function doesn't raise (#6841 <https://github.com/networkx/networkx/pull/6841>_).
  • Error handling for invalid prufer sequence from_prufer_sequence: issue #6420 (#6457 <https://github.com/networkx/networkx/pull/6457>_).
  • FIX: Better default behaviour for percolation centrality with no node attrs (#6894 <https://github.com/networkx/networkx/pull/6894>_).
  • FIX: MultiDiGraphs keys got lost in weighted shortest paths (#6963 <https://github.com/networkx/networkx/pull/6963>_).
  • Handle edge cases in Laplacian centrality (#6938 <https://github.com/networkx/networkx/pull/6938>_).
  • adding a formula that ignores self-loops at the each level of directed louvain algorithm (#6630 <https://github.com/networkx/networkx/pull/6630>_).
  • Fix is_k_edge_connected for case of k=2 (#7024 <https://github.com/networkx/networkx/pull/7024>_).

Documentation

  • Fix links in laplacian_centrality and laplacian_matrix (#6623 <https://github.com/networkx/networkx/pull/6623>_).
  • Add Greedy Coloring Example to Gallery (#6647 <https://github.com/networkx/networkx/pull/6647>_).
  • Add linting to contributor guide (#6692 <https://github.com/networkx/networkx/pull/6692>_).
  • Minor fixups to equitable_coloring docstring (#6673 <https://github.com/networkx/networkx/pull/6673>_).
  • Remove survey banner (#6818 <https://github.com/networkx/networkx/pull/6818>_).
  • fix: make messages readable (#6860 <https://github.com/networkx/networkx/pull/6860>_).
  • add docs for source input of dfs_predecessor and dfs_successor (#6867 <https://github.com/networkx/networkx/pull/6867>_).
  • Clarify that basis generates simple cycles only (#6882 <https://github.com/networkx/networkx/pull/6882>_).
  • Revert "Clarify that basis generates simple cycles only" (#6885 <https://github.com/networkx/networkx/pull/6885>_).
  • updating TSP example docs (#6794 <https://github.com/networkx/networkx/pull/6794>_).
  • MAINT: Point the PR template to pre-commit (#6902 <https://github.com/networkx/networkx/pull/6902>_).
  • fix doc build errors/warnings (#6907 <https://github.com/networkx/networkx/pull/6907>_).
  • DOC: stray backtick and double instead of simple backtick (#6917 <https://github.com/networkx/networkx/pull/6917>_).
  • DOC: Add example for self loop multidigraph in contraction (#6901 <https://github.com/networkx/networkx/pull/6901>_).
  • Fix sphinx docs rendering of dispatched functions (#6895 <https://github.com/networkx/networkx/pull/6895>_).
  • added more examples on graphical degree sequence (#5634 <https://github.com/networkx/networkx/pull/5634>_).
  • Minor touchup to the sort_neighbors deprecation (#6942 <https://github.com/networkx/networkx/pull/6942>_).
  • Warning comment for float weights in betweenness.py (#5171 <https://github.com/networkx/networkx/pull/5171>_).
  • DOC: Misc typos (#6959 <https://github.com/networkx/networkx/pull/6959>_).
  • Fixing typo in effective_size documentation (#6967 <https://github.com/networkx/networkx/pull/6967>_).
  • fix examples in tournament.py (#6964 <https://github.com/networkx/networkx/pull/6964>_).
  • Fix a reference (#6977 <https://github.com/networkx/networkx/pull/6977>_).
  • Add missing parameter to snap_aggregation docstring (#6978 <https://github.com/networkx/networkx/pull/6978>_).
  • Update developer deprecation todo list (#6985 <https://github.com/networkx/networkx/pull/6985>_).
  • Add "networkx.plugin_info" entry point and update docstring (#6911 <https://github.com/networkx/networkx/pull/6911>_).
  • document graph type; add links; rm unused import (#6992 <https://github.com/networkx/networkx/pull/6992>_).
  • Add GraphBLAS backend to online docs (#6998 <https://github.com/networkx/networkx/pull/6998>_).
  • Add 3.2rc0 release notes (#6997 <https://github.com/networkx/networkx/pull/6997>_).
  • Update release process for changelist (#7005 <https://github.com/networkx/networkx/pull/7005>_).
  • Update contributing guide for changelist workflow (#7004 <https://github.com/networkx/networkx/pull/7004>_).
  • Fix definition of $m$ parameter in docstring of modularity function (#6990 <https://github.com/networkx/networkx/pull/6990>_).
  • updated docs of SA_tsp and TA_tsp (#7013 <https://github.com/networkx/networkx/pull/7013>_).
  • Update katz_centrality missing default alpha value (#7015 <https://github.com/networkx/networkx/pull/7015>_).

Maintenance

  • Replacing codecov Python CLI with gh action (#6635 <https://github.com/networkx/networkx/pull/6635>_).
  • Bump pyupgrade minimum Python version to 3.9 (#6634 <https://github.com/networkx/networkx/pull/6634>_).
  • MAINT: minor coverage cleanup (#6674 <https://github.com/networkx/networkx/pull/6674>_).
  • Rm unreachable code for validating input (#6675 <https://github.com/networkx/networkx/pull/6675>_).
  • Pin sphinx<7 as temporary fix for doc CI failures (#6680 <https://github.com/networkx/networkx/pull/6680>_).
  • Example of improving test granularity related to #5092 (#5094 <https://github.com/networkx/networkx/pull/5094>_).
  • MAINT: Bump scipy version and take advantage of lazy loading (#6704 <https://github.com/networkx/networkx/pull/6704>_).
  • Drop support for Python 3.8 per SPEC0 (#6733 <https://github.com/networkx/networkx/pull/6733>_).
  • Update pygraphviz (#6724 <https://github.com/networkx/networkx/pull/6724>_).
  • Update core dependencies per SPEC0 (#6734 <https://github.com/networkx/networkx/pull/6734>_).
  • Test on Python 3.12-beta2 (#6737 <https://github.com/networkx/networkx/pull/6737>_).
  • update the OSMnx example (#6775 <https://github.com/networkx/networkx/pull/6775>_).
  • Minor fixups to clear up numpy deprecation warnings (#6776 <https://github.com/networkx/networkx/pull/6776>_).
  • Add label-check workflow (#6797 <https://github.com/networkx/networkx/pull/6797>_).
  • Use dependabot (#6799 <https://github.com/networkx/networkx/pull/6799>_).
  • Bump webfactory/ssh-agent from 0.7.0 to 0.8.0 (#6800 <https://github.com/networkx/networkx/pull/6800>_).
  • Attach milestone to merged PRs (#6802 <https://github.com/networkx/networkx/pull/6802>_).
  • Add preserve_all_attrs to convert_from_nx to make it concise (#6812 <https://github.com/networkx/networkx/pull/6812>_).
  • Bump scientific-python/attach-next-milestone-action from f94a5235518d4d34911c41e19d780b8e79d42238 to bc07be829f693829263e57d5e8489f4e57d3d420 (#6830 <https://github.com/networkx/networkx/pull/6830>_).
  • Relax threshold in test of betweenness_centrality (#6827 <https://github.com/networkx/networkx/pull/6827>_).
  • Add @nx._dispatch to {single_source,all_pairs}all_shortest_paths, cd_index (#6832 <https://github.com/networkx/networkx/pull/6832>).
  • ci: Add distribution verification checks to nightly wheel upload (#6831 <https://github.com/networkx/networkx/pull/6831>_).
  • MAINT: fix link to nightly releases wheels (#6845 <https://github.com/networkx/networkx/pull/6845>_).
  • Don't test numpy2 nightlies (#6852 <https://github.com/networkx/networkx/pull/6852>_).
  • MAINT: replace numpy aliases in scipy namespace (#6857 <https://github.com/networkx/networkx/pull/6857>_).
  • Unpin scipy upperbound for tests (#6727 <https://github.com/networkx/networkx/pull/6727>_).
  • Temporary work-around for NEP 51 numpy scalar reprs + NX doctests (#6856 <https://github.com/networkx/networkx/pull/6856>_).
  • Unpin numpy nightly wheels (#6854 <https://github.com/networkx/networkx/pull/6854>_).
  • fix: make messages readable (#6860 <https://github.com/networkx/networkx/pull/6860>_).
  • Revert "Pin sphinx<7 as temporary fix for doc CI failures (#6680)" (#6859 <https://github.com/networkx/networkx/pull/6859>_).
  • Change _dispatch to a class instead of a closure (#6840 <https://github.com/networkx/networkx/pull/6840>_).
  • Move random_state decorators before @nx._dispatch (#6878 <https://github.com/networkx/networkx/pull/6878>_).
  • MAINT: Make GEXF and graphml writer work with numpy 2.0 (#6900 <https://github.com/networkx/networkx/pull/6900>_).
  • Rename function join as join_trees (#6908 <https://github.com/networkx/networkx/pull/6908>_).
  • add missing join deprecation stuff to release_dev and conftest (#6933 <https://github.com/networkx/networkx/pull/6933>_).
  • MAINT: move dispatch test workflow as an independent CI job (#6934 <https://github.com/networkx/networkx/pull/6934>_).
  • MAINT: Use importlib.resources instead of file dunder to access files (#6936 <https://github.com/networkx/networkx/pull/6936>_).
  • DOC, MAINT: Deduplicate docs instructions (#6937 <https://github.com/networkx/networkx/pull/6937>_).
  • MAINT: Raise clean error with random_triad for graph with <3 nodes (#6962 <https://github.com/networkx/networkx/pull/6962>_).
  • Update numpydoc (#6773 <https://github.com/networkx/networkx/pull/6773>_).
  • MAINT: update pre-commit tools deps (#6965 <https://github.com/networkx/networkx/pull/6965>_).
  • MAINT: Clean up commented out code in triads (#6961 <https://github.com/networkx/networkx/pull/6961>_).
  • MAINT: Scipy nightly failing with np alias (#6969 <https://github.com/networkx/networkx/pull/6969>_).
  • Bump actions/checkout from 3 to 4 (#6970 <https://github.com/networkx/networkx/pull/6970>_).
  • Add for testing new pydata-sphinx-theme PR (#6982 <https://github.com/networkx/networkx/pull/6982>_).
  • MAINT: Disable building delaunay geospatial example temporarily (#6981 <https://github.com/networkx/networkx/pull/6981>_).
  • Revert "MAINT: Disable building delaunay geospatial example temporarily" (#6984 <https://github.com/networkx/networkx/pull/6984>_).
  • Enhancements change default join trees 6947 (#6948 <https://github.com/networkx/networkx/pull/6948>_).
  • Update sphinx theme (#6930 <https://github.com/networkx/networkx/pull/6930>_).
  • Generate requirements files from pyproject.toml (#6987 <https://github.com/networkx/networkx/pull/6987>_).
  • Use trusted publisher (#6988 <https://github.com/networkx/networkx/pull/6988>_).
  • Prefer "backend" instead of "plugin" (#6989 <https://github.com/networkx/networkx/pull/6989>_).
  • CI: Pin scientific-python/upload-nightly-action to 0.2.0 (#6993 <https://github.com/networkx/networkx/pull/6993>_).
  • Support Python 3.12 (#7009 <https://github.com/networkx/networkx/pull/7009>_).
  • pip install nx-cugraph from git, not nightly wheels, for docs (#7011 <https://github.com/networkx/networkx/pull/7011>_).
  • Fix typos (#7012 <https://github.com/networkx/networkx/pull/7012>_).

Other

  • Update release process (#6622 <https://github.com/networkx/networkx/pull/6622>_).
  • Add Lowest Common Ancestor example to Gallery (#6542 <https://github.com/networkx/networkx/pull/6542>_).
  • Add examples to bipartite centrality.py (#6613 <https://github.com/networkx/networkx/pull/6613>_).
  • Remove Python 3.8 from CI (#6636 <https://github.com/networkx/networkx/pull/6636>_).
  • Fix links in eigenvector.py and katz_centrality.py (#6640 <https://github.com/networkx/networkx/pull/6640>_).
  • Use the correct namespace for girvan_newman examples (#6643 <https://github.com/networkx/networkx/pull/6643>_).
  • Preserve node order in bipartite_layout (#6644 <https://github.com/networkx/networkx/pull/6644>_).
  • Make cycle_basis() deterministic (#6654 <https://github.com/networkx/networkx/pull/6654>_).
  • Added docstrings examples for clique.py (#6576 <https://github.com/networkx/networkx/pull/6576>_).
  • Fix output of is_chordal for empty graphs (#6563 <https://github.com/networkx/networkx/pull/6563>_).
  • Allow multiple graphs for @nx._dispatch (#6628 <https://github.com/networkx/networkx/pull/6628>_).
  • Adding GitHub Links next to Dheeraj's name in the contributors list (#6670 <https://github.com/networkx/networkx/pull/6670>_).
  • Adding is_tounament to main namespace (#6498 <https://github.com/networkx/networkx/pull/6498>_).
  • Use unpacking operator on dicts to prevent constructing intermediate objects (#6040 <https://github.com/networkx/networkx/pull/6040>_).
  • Added tests to test_correlation.py (#6590 <https://github.com/networkx/networkx/pull/6590>_).
  • Improve test coverage for neighbor_degree.py (#6589 <https://github.com/networkx/networkx/pull/6589>_).
  • Added docstring examples for nx_pylab.py (#6616 <https://github.com/networkx/networkx/pull/6616>_).
  • Improve Test Coverage for current_flow_closeness.py (#6677 <https://github.com/networkx/networkx/pull/6677>_).
  • try adding circleci artifact secret (#6679 <https://github.com/networkx/networkx/pull/6679>_).
  • Improve test coverage for reaching.py (#6678 <https://github.com/networkx/networkx/pull/6678>_).
  • added tests to euler.py (#6608 <https://github.com/networkx/networkx/pull/6608>_).
  • codespell: pre-commit, config, typos fixed (#6662 <https://github.com/networkx/networkx/pull/6662>_).
  • Improve test coverage for mst.py (#6540 <https://github.com/networkx/networkx/pull/6540>_).
  • Handle weights as distance= in testing dispatch (#6671 <https://github.com/networkx/networkx/pull/6671>_).
  • remove survey banner (#6687 <https://github.com/networkx/networkx/pull/6687>_).
  • CircleCI: add token for image redirector (#6695 <https://github.com/networkx/networkx/pull/6695>_).
  • MAINT: Add subgraph_view and reverse_view to nx namespace directly through graphviews (#6689 <https://github.com/networkx/networkx/pull/6689>_).
  • Added docstring example for dense.py (#6669 <https://github.com/networkx/networkx/pull/6669>_).
  • MAINT: Add a github action cron job to upload nightly wheels (#6701 <https://github.com/networkx/networkx/pull/6701>_).
  • MAINT: fix file path in nightly build workflow (#6702 <https://github.com/networkx/networkx/pull/6702>_).
  • Add example script for shortest path (#6534 <https://github.com/networkx/networkx/pull/6534>_).
  • Added doctrings for generic_graph_view (#6697 <https://github.com/networkx/networkx/pull/6697>_).
  • Doc: wrong underline length (#6708 <https://github.com/networkx/networkx/pull/6708>_).
  • MAINT: cron job to test against nightly deps every week (#6705 <https://github.com/networkx/networkx/pull/6705>_).
  • simplify stack in dfs (#6366 <https://github.com/networkx/networkx/pull/6366>_).
  • optimize generic_bfs_edges function (#6359 <https://github.com/networkx/networkx/pull/6359>_).
  • Optimize plain_bfs functions (#6340 <https://github.com/networkx/networkx/pull/6340>).
  • Added girth computation function (#6633 <https://github.com/networkx/networkx/pull/6633>_).
  • MAINT: Stop CI from uploading nightly on forks (#6717 <https://github.com/networkx/networkx/pull/6717>_).
  • Performance improvement for astar_path (#6723 <https://github.com/networkx/networkx/pull/6723>_).
  • Skip scipy-1.11.0rc1 due to known issue (#6726 <https://github.com/networkx/networkx/pull/6726>_).
  • Add an optional argument to the incidence_matrix function to provide … (#6725 <https://github.com/networkx/networkx/pull/6725>_).
  • Graph walks implementation by jfinkels & dtekinoglu (#5908 <https://github.com/networkx/networkx/pull/5908>_).
  • DOCS: Add walks to algorithms.index (#6736 <https://github.com/networkx/networkx/pull/6736>_).
  • Add note about using latex formatting in docstring in the contributor guide (#6535 <https://github.com/networkx/networkx/pull/6535>_).
  • Fix intersection_all method (#6744 <https://github.com/networkx/networkx/pull/6744>_).
  • Fix Johnson method for unweighted graphs (#6760 <https://github.com/networkx/networkx/pull/6760>_).
  • MAINT: Ignore SciPy v1.11 in requirements (#6769 <https://github.com/networkx/networkx/pull/6769>_).
  • Replace deprecated numpy.alltrue method (#6768 <https://github.com/networkx/networkx/pull/6768>_).
  • keep out scipy 1.11.1 (#6772 <https://github.com/networkx/networkx/pull/6772>_).
  • Document additional imports required for building the documentation (#6766 <https://github.com/networkx/networkx/pull/6766>_).
  • modified max_weight_matching to be non-recursive (#6684 <https://github.com/networkx/networkx/pull/6684>_).
  • Rewrite NXEP 3 (#6648 <https://github.com/networkx/networkx/pull/6648>_).
  • Refactor edmonds algorithm (#6743 <https://github.com/networkx/networkx/pull/6743>_).
  • Docstring improvement for nx_pylab.py (#6602 <https://github.com/networkx/networkx/pull/6602>_).
  • Use pyproject.toml (#6774 <https://github.com/networkx/networkx/pull/6774>_).
  • Include missing package_data (#6780 <https://github.com/networkx/networkx/pull/6780>_).
  • [BUG] Patch doc and functionality for is_minimal_d_separator (#6427 <https://github.com/networkx/networkx/pull/6427>_).
  • Update to the documentation of eigenvector centrality (#6009 <https://github.com/networkx/networkx/pull/6009>_).
  • Fix typo in contributing page (#6784 <https://github.com/networkx/networkx/pull/6784>_).
  • Fix empty graph zero division error for louvain (#6791 <https://github.com/networkx/networkx/pull/6791>_).
  • Vertical chains for network text (#6759 <https://github.com/networkx/networkx/pull/6759>_).
  • Time dependent module (#6682 <https://github.com/networkx/networkx/pull/6682>_).
  • Allow user to opt out of edge attributes in from_numpy_array (#6259 <https://github.com/networkx/networkx/pull/6259>_).
  • modifies bfs_edges and adds warning to generic_bfs_edges (#5925 <https://github.com/networkx/networkx/pull/5925>_).
  • Spelling (#6752 <https://github.com/networkx/networkx/pull/6752>_).
  • Added test cases for join operation and fixed join operation to handle label_attributes (#6503 <https://github.com/networkx/networkx/pull/6503>_).
  • Remove serialisation artifacts on adjacency_graph (#6041 <https://github.com/networkx/networkx/pull/6041>_).
  • Patch view signature (#6267 <https://github.com/networkx/networkx/pull/6267>_).
  • Doc add nongraphical examples 6944 (#6946 <https://github.com/networkx/networkx/pull/6946>_).
  • feat: docstring examples for algorithms/operators/all.py (#6974 <https://github.com/networkx/networkx/pull/6974>_).

Contributors

70 authors added to this release (alphabetically):

  • =510 (@diohabara <https://github.com/diohabara>_)
  • @achluma <https://github.com/achluma>_
  • @anthonimes <https://github.com/anthonimes>_
  • @axtavt <https://github.com/axtavt>_
  • @cnfionawu <https://github.com/cnfionawu>_
  • @dependabot[bot] <https://github.com/apps/dependabot>_
  • @DiamondJoseph <https://github.com/DiamondJoseph>_
  • @gsemer <https://github.com/gsemer>_
  • @IbrH <https://github.com/IbrH>_
  • @peijenburg <https://github.com/peijenburg>_
  • @Tortar <https://github.com/Tortar>_
  • Adam Li (@adam2392 <https://github.com/adam2392>_)
  • Adam Richardson (@AdamWRichardson <https://github.com/AdamWRichardson>_)
  • 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>_)
  • Alimi Qudirah (@Qudirah <https://github.com/Qudirah>_)
  • Andreas Wilm (@andreas-wilm <https://github.com/andreas-wilm>_)
  • Anthony Labarre (@alabarre <https://github.com/alabarre>_)
  • Arturo (@ArturoSbr <https://github.com/ArturoSbr>_)
  • Dan Schult (@dschult <https://github.com/dschult>_)
  • Davide Bonin (@davidbonin92 <https://github.com/davidbonin92>_)
  • Davide D'Ascenzo (@Kidara <https://github.com/Kidara>_)
  • Dhaval Kumar (@still-n0thing <https://github.com/still-n0thing>_)
  • Dheeraj Ravindranath (@dheerajrav <https://github.com/dheerajrav>_)
  • Dilara Tekinoglu (@dtekinoglu <https://github.com/dtekinoglu>_)
  • Efrem Braun (@EfremBraun <https://github.com/EfremBraun>_)
  • Eirini Kafourou (@eirinikafourou <https://github.com/eirinikafourou>_)
  • Eran Rivlis (@erivlis <https://github.com/erivlis>_)
  • Erik Welch (@eriknw <https://github.com/eriknw>_)
  • Evgenia Pampidi (@evgepab <https://github.com/evgepab>_)
  • Florine W. Dekker (@FWDekker <https://github.com/FWDekker>_)
  • Geoff Boeing (@gboeing <https://github.com/gboeing>_)
  • Haoyang Li (@thirtiseven <https://github.com/thirtiseven>_)
  • Ian Thompson (@it176131 <https://github.com/it176131>_)
  • Jarrod Millman (@jarrodmillman <https://github.com/jarrodmillman>_)
  • Jeremy Foote (@jdfoote <https://github.com/jdfoote>_)
  • Jim Kitchen (@jim22k <https://github.com/jim22k>_)
  • Jon Crall (@Erotemic <https://github.com/Erotemic>_)
  • Jordan Matelsky (@j6k4m8 <https://github.com/j6k4m8>_)
  • Josh Soref (@jsoref <https://github.com/jsoref>_)
  • Juanita Gomez (@juanis2112 <https://github.com/juanis2112>_)
  • Kelly Boothby (@boothby <https://github.com/boothby>_)
  • Kian-Meng Ang (@kianmeng <https://github.com/kianmeng>_)
  • Koen van Walstijn (@kbvw <https://github.com/kbvw>_)
  • Lovro Šubelj (@lovre <https://github.com/lovre>_)
  • Lukong Anne (@Lukong123 <https://github.com/Lukong123>_)
  • Matt Schwennesen (@mjschwenne <https://github.com/mjschwenne>_)
  • Matthew Feickert (@matthewfeickert <https://github.com/matthewfeickert>_)
  • Matthias Bussonnier (@Carreau <https://github.com/Carreau>_)
  • Mohamed Rezk (@mohamedrezk122 <https://github.com/mohamedrezk122>_)
  • Mridul Seth (@MridulS <https://github.com/MridulS>_)
  • Navya Agarwal (@navyagarwal <https://github.com/navyagarwal>_)
  • Nishant Bhansali (@nishantb06 <https://github.com/nishantb06>_)
  • Omkar Yadav (@yadomkar <https://github.com/yadomkar>_)
  • Paul Brodersen (@paulbrodersen <https://github.com/paulbrodersen>_)
  • Paula Pérez Bianchi (@paulitapb <https://github.com/paulitapb>_)
  • Pieter Eendebak (@eendebakpt <https://github.com/eendebakpt>_)
  • Pieter Kuppens (@pkuppens <https://github.com/pkuppens>_)
  • Purvi Chaurasia (@PurviChaurasia <https://github.com/PurviChaurasia>_)
  • Ross Barnowski (@rossbar <https://github.com/rossbar>_)
  • Salim BELHADDAD (@salym <https://github.com/salym>_)
  • Sebastiano Vigna (@vigna <https://github.com/vigna>_)
  • Siri (@sirichandana-v <https://github.com/sirichandana-v>_)
  • Stefan van der Walt (@stefanv <https://github.com/stefanv>_)
  • Sultan Orazbayev (@SultanOrazbayev <https://github.com/SultanOrazbayev>_)
  • Vanshika Mishra (@vanshika230 <https://github.com/vanshika230>_)
  • William Zijie Zhang (@Transurgeon <https://github.com/Transurgeon>_)
  • Yaroslav Halchenko (@yarikoptic <https://github.com/yarikoptic>_)
  • Zhaoyuan Deng (@dzy49 <https://github.com/dzy49>_)

41 reviewers added to this release (alphabetically):

  • @gsemer <https://github.com/gsemer>_
  • @IbrH <https://github.com/IbrH>_
  • @peijenburg <https://github.com/peijenburg>_
  • @Tortar <https://github.com/Tortar>_
  • Aaron Z. (@aaronzo <https://github.com/aaronzo>_)
  • Adam Li (@adam2392 <https://github.com/adam2392>_)
  • Adam Richardson (@AdamWRichardson <https://github.com/AdamWRichardson>_)
  • Alimi Qudirah (@Qudirah <https://github.com/Qudirah>_)
  • Andreas Wilm (@andreas-wilm <https://github.com/andreas-wilm>_)
  • Anthony Labarre (@alabarre <https://github.com/alabarre>_)
  • Dan Schult (@dschult <https://github.com/dschult>_)
  • Davide Bonin (@davidbonin92 <https://github.com/davidbonin92>_)
  • Dilara Tekinoglu (@dtekinoglu <https://github.com/dtekinoglu>_)
  • Efrem Braun (@EfremBraun <https://github.com/EfremBraun>_)
  • Eirini Kafourou (@eirinikafourou <https://github.com/eirinikafourou>_)
  • Eran Rivlis (@erivlis <https://github.com/erivlis>_)
  • Erik Welch (@eriknw <https://github.com/eriknw>_)
  • Evgenia Pampidi (@evgepab <https://github.com/evgepab>_)
  • Ian Thompson (@it176131 <https://github.com/it176131>_)
  • James Trimble's ONS work (@jtrim-ons <https://github.com/jtrim-ons>_)
  • Jarrod Millman (@jarrodmillman <https://github.com/jarrodmillman>_)
  • Jim Kitchen (@jim22k <https://github.com/jim22k>_)
  • Jordan Matelsky (@j6k4m8 <https://github.com/j6k4m8>_)
  • Josh Soref (@jsoref <https://github.com/jsoref>_)
  • Kelly Boothby (@boothby <https://github.com/boothby>_)
  • Lukong Anne (@Lukong123 <https://github.com/Lukong123>_)
  • Matt Schwennesen (@mjschwenne <https://github.com/mjschwenne>_)
  • Matthew Feickert (@matthewfeickert <https://github.com/matthewfeickert>_)
  • Matthias Bussonnier (@Carreau <https://github.com/Carreau>_)
  • Mridul Seth (@MridulS <https://github.com/MridulS>_)
  • Navya Agarwal (@navyagarwal <https://github.com/navyagarwal>_)
  • Nishant Bhansali (@nishantb06 <https://github.com/nishantb06>_)
  • Orion Sehn (@OrionSehn-personal <https://github.com/OrionSehn-personal>_)
  • Purvi Chaurasia (@PurviChaurasia <https://github.com/PurviChaurasia>_)
  • Robert (@ImHereForTheCookies <https://github.com/ImHereForTheCookies>_)
  • Ross Barnowski (@rossbar <https://github.com/rossbar>_)
  • Salim BELHADDAD (@salym <https://github.com/salym>_)
  • Sebastiano Vigna (@vigna <https://github.com/vigna>_)
  • Sultan Orazbayev (@SultanOrazbayev <https://github.com/SultanOrazbayev>_)
  • Vanshika Mishra (@vanshika230 <https://github.com/vanshika230>_)
  • Yaroslav Halchenko (@yarikoptic <https://github.com/yarikoptic>_)

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