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networkx 3.5

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networkx 3.5

We're happy to announce the release of networkx 3.5!

API Changes

  • Save Layouts on Graphs (#7571 <https://github.com/networkx/networkx/pull/7571>_).
  • Expire d_separated and minimum_d_separator functions (#7830 <https://github.com/networkx/networkx/pull/7830>_).
  • Expire all_triplets deprecation (#7828 <https://github.com/networkx/networkx/pull/7828>_).
  • Expire random_triad deprecation (#7829 <https://github.com/networkx/networkx/pull/7829>_).
  • DEP: Raise an exception for k_core functions with multigraphs (#7831 <https://github.com/networkx/networkx/pull/7831>_).
  • Deprecate graph_could_be_isomorphic (#7826 <https://github.com/networkx/networkx/pull/7826>_).
  • Expire total_spanning_tree_weight deprecation (#7843 <https://github.com/networkx/networkx/pull/7843>_).
  • Expire deprecation of create kwarg in nonisomorphic_trees (#7847 <https://github.com/networkx/networkx/pull/7847>_).
  • New draw API (#7589 <https://github.com/networkx/networkx/pull/7589>_).

Enhancements

  • perf: optimise random_k_out_graph (#7702 <https://github.com/networkx/networkx/pull/7702>_).
  • Clausets local community detection algorithm (#7691 <https://github.com/networkx/networkx/pull/7691>_).
  • find_asteroidal_triple improvement (#7736 <https://github.com/networkx/networkx/pull/7736>_).
  • Add weight to harmonic_diameter (#7636 <https://github.com/networkx/networkx/pull/7636>_).
  • Densest Subgraph Problem: Greedy Peeling and Greedy++ Implementations (#7731 <https://github.com/networkx/networkx/pull/7731>_).
  • single_source_all_shortest_paths: don't loop over all nodes (#7762 <https://github.com/networkx/networkx/pull/7762>_).
  • Error message improvement for nbunch_iter ( NetworkXError raised with specific message on TypeError with "iter" in msg ) (#7790 <https://github.com/networkx/networkx/pull/7790>_).
  • Faster computation of energy in Laplacian centrality (#7793 <https://github.com/networkx/networkx/pull/7793>_).
  • Make forceatlas2_layout dispatchable (#7794 <https://github.com/networkx/networkx/pull/7794>_).
  • Update dispatchable for forceatlas2_layout (#7798 <https://github.com/networkx/networkx/pull/7798>_).
  • Enable backend-only functions where NetworkX is just an API (#7690 <https://github.com/networkx/networkx/pull/7690>_).
  • Steinertree kou enhancement in response to issue 5889 type:Enhancements (#7767 <https://github.com/networkx/networkx/pull/7767>_).
  • Add Leiden as a backend-only algorithm (#7743 <https://github.com/networkx/networkx/pull/7743>_).
  • Bipartite layout nodes optional (#7756 <https://github.com/networkx/networkx/pull/7756>_).
  • Densest Subgraph Problem: FISTA based algorithm + Large scale tests (#7770 <https://github.com/networkx/networkx/pull/7770>_).
  • Dispatch get_node_attributes and a few more from nx.classes.function (#7824 <https://github.com/networkx/networkx/pull/7824>_).
  • Faster could_be_isomorphic and number_of_cliques (#7855 <https://github.com/networkx/networkx/pull/7855>_).
  • Add square_clustering to algorithm benchmarks (#7857 <https://github.com/networkx/networkx/pull/7857>_).
  • Faster Implementation of Structural Holes (#7249 <https://github.com/networkx/networkx/pull/7249>_).
  • Improve runtime of number_of_nonisomorphic_trees() (#7917 <https://github.com/networkx/networkx/pull/7917>_).
  • Fix write_gexf timeformat for dynamic Graphs (#7914 <https://github.com/networkx/networkx/pull/7914>_).
  • Consolidate could_be_isomorphic (#7852 <https://github.com/networkx/networkx/pull/7852>_).
  • Improving rooted_tree_isomorphism for deep trees (#7945 <https://github.com/networkx/networkx/pull/7945>_).
  • Fixing nx.diameter inconsistent results with usebounds=True (#7954 <https://github.com/networkx/networkx/pull/7954>_).
  • Faster square_clustering (#7810 <https://github.com/networkx/networkx/pull/7810>_).
  • Avoid repeated cache conversion failures for backends (#7768 <https://github.com/networkx/networkx/pull/7768>_).
  • Improve sparse_fruchterman_reingold with L-BFGS (#7889 <https://github.com/networkx/networkx/pull/7889>).
  • Improve Performance of Tree Isomorphism and Center Calculation (#7946 <https://github.com/networkx/networkx/pull/7946>_).
  • Add option for biadjacency_matrix to be returned as a dense NumPy array (#7973 <https://github.com/networkx/networkx/pull/7973>_).
  • Add Functions for Finding Connected Dominating Sets (#7774 <https://github.com/networkx/networkx/pull/7774>_).
  • Add feature to make storing node contraction data optional (#7902 <https://github.com/networkx/networkx/pull/7902>_).
  • Added "initial_node" param to generate_random_paths() to allow a starting node to be specified for generated walks (#8002 <https://github.com/networkx/networkx/pull/8002>_).
  • Fix behavior for iterable sources argument in bfs_layers (#8013 <https://github.com/networkx/networkx/pull/8013>_).
  • Speed up connected_components and weakly_connected_components (#7971 <https://github.com/networkx/networkx/pull/7971>_).
  • BiRank Algorithm Implementation (#7978 <https://github.com/networkx/networkx/pull/7978>_).
  • Enforce correct graph types for graph matchers (#8043 <https://github.com/networkx/networkx/pull/8043>_).

Bug Fixes

  • Update _raise_on_directed to work with create_using pos arg (#7695 <https://github.com/networkx/networkx/pull/7695>_).
  • trophic_levels now checks for paths from each node to a basal node (#7453 <https://github.com/networkx/networkx/pull/7453>_).
  • Fix TSP weight parameter issues (#7721 <https://github.com/networkx/networkx/pull/7721>_).
  • Fix for filtered MultiGraph views from edge_subgraph (#7724) (#7729 <https://github.com/networkx/networkx/pull/7729>_).
  • BUG: fixed the if condition in asadpour_atsp (#7753 <https://github.com/networkx/networkx/pull/7753>_).
  • Implement Bar ConnectionStyle for labels (#7739 <https://github.com/networkx/networkx/pull/7739>_).
  • Fixed a divide by zero error in forceatlas2 (#7791 <https://github.com/networkx/networkx/pull/7791>_).
  • Fix for issue #7645: Do not preserve 'cw' and 'ccw' attributes in PlanarEmbedding.to_undirected() (#7750 <https://github.com/networkx/networkx/pull/7750>_).
  • fix typo in ramanujan branch (#7804 <https://github.com/networkx/networkx/pull/7804>_).
  • Fix with nx.config(backend_priority=backends): (#7814 <https://github.com/networkx/networkx/pull/7814>_).
  • Fix handling of faux_infinite values in network_simplex (#7796 <https://github.com/networkx/networkx/pull/7796>_).
  • Fixed the return type from an empty dict to an empty set (#7910 <https://github.com/networkx/networkx/pull/7910>_).
  • Add edge_attrs="weight" to forceatlas2_layout dispatch decorator (#7918 <https://github.com/networkx/networkx/pull/7918>_).
  • Fix graph_hash iteration counts and DiGraph handling (#7834 <https://github.com/networkx/networkx/pull/7834>_).
  • Refactored the working of chordless_cycles to handle self loops (#7901 <https://github.com/networkx/networkx/pull/7901>_).
  • Fix bc scale with k endpoints (#7908 <https://github.com/networkx/networkx/pull/7908>_).
  • Fix BC scaling for source nodes with k and endpoints=False (#7949 <https://github.com/networkx/networkx/pull/7949>_).
  • BUG: graph6 format invariant to trailing newline (#7941 <https://github.com/networkx/networkx/pull/7941>_).
  • Fix random_degree_sequence_graph when input is an iterator (#7979 <https://github.com/networkx/networkx/pull/7979>_).
  • Improve special cases in dispatch testing (paying off tech debt) (#7982 <https://github.com/networkx/networkx/pull/7982>_).
  • Fix bug when assigning list to nx.config.backend_priority (#8034 <https://github.com/networkx/networkx/pull/8034>_).
  • A minimal fix for is_aperiodic (#8029 <https://github.com/networkx/networkx/pull/8029>_).
  • fix bug of sparse_fruchterman_reingold and remove try/except idiom (#8041 <https://github.com/networkx/networkx/pull/8041>).
  • Fix edge case in ISMAGS symmetry detection (#8055 <https://github.com/networkx/networkx/pull/8055>_).

Documentation

  • set nx-arangodb link to github (#7694 <https://github.com/networkx/networkx/pull/7694>_).
  • Re-submission of gh-7087 with better file provenance (#7681 <https://github.com/networkx/networkx/pull/7681>_).
  • Fix code formatting of some examples (#7730 <https://github.com/networkx/networkx/pull/7730>_).
  • Add examples for custom graph in the doc of soft_random_geometric_graph and thresholded_random_geometric_graph (#7749 <https://github.com/networkx/networkx/pull/7749>_).
  • Gallery example: bipartite a/b-core motif (#7757 <https://github.com/networkx/networkx/pull/7757>_).
  • Add blurb about pytest-mpl dependency to contributing guide (#7741 <https://github.com/networkx/networkx/pull/7741>_).
  • Minor updates to single_source_shortest_path_length docstring (#7637 <https://github.com/networkx/networkx/pull/7637>_).
  • Added a note to the contributor guideline to avoid numpy scalars as a… (#7773 <https://github.com/networkx/networkx/pull/7773>_).
  • Correcting the example given under subgraph_is_monomorphic.py (#7779 <https://github.com/networkx/networkx/pull/7779>_).
  • [easy] Add to Contributor List (#7801 <https://github.com/networkx/networkx/pull/7801>_).
  • doc: mention the second major update (#7782 <https://github.com/networkx/networkx/pull/7782>_).
  • DOC: Add details about more grants (#7823 <https://github.com/networkx/networkx/pull/7823>_).
  • Refactor: Moving backend docs from backends.py to backends.rst (#7776 <https://github.com/networkx/networkx/pull/7776>_).
  • Update readwrite docstrings for the path parameter (#7835 <https://github.com/networkx/networkx/pull/7835>_).
  • Fix docstring example of nx.generate_random_paths(index_map=...) (#7832 <https://github.com/networkx/networkx/pull/7832>_).
  • Adds NVIDIA Corporation to list of supporters (#7846 <https://github.com/networkx/networkx/pull/7846>_).
  • Fix use of triple backticks in docstrings (#7845 <https://github.com/networkx/networkx/pull/7845>_).
  • Add paragraph about university classes to mentored projects (#7838 <https://github.com/networkx/networkx/pull/7838>_).
  • Fix pygraphviz_layout example (#7849 <https://github.com/networkx/networkx/pull/7849>_).
  • Add test-extras to optional dependencies (#7854 <https://github.com/networkx/networkx/pull/7854>_).
  • doc: hash size are in bytes (#7866 <https://github.com/networkx/networkx/pull/7866>_).
  • DOC: Clean up mentored projects page: move visualization project to completed section (#7881 <https://github.com/networkx/networkx/pull/7881>_).
  • added 2 projects for GSoC 2025 (#7880 <https://github.com/networkx/networkx/pull/7880>_).
  • Add missing usebounds param descr to distance docstrings (#7703 <https://github.com/networkx/networkx/pull/7703>_).
  • Add examples to graph_atlas_g docstring (#7900 <https://github.com/networkx/networkx/pull/7900>_).
  • Add missing weight and gravity attribute to forceatlas2_layout docstring (#7915 <https://github.com/networkx/networkx/pull/7915>_).
  • DOC: Update first docstring example and add a serialization example (#7928 <https://github.com/networkx/networkx/pull/7928>_).
  • DOC: Remove myself from the mentor list for projects (#7943 <https://github.com/networkx/networkx/pull/7943>_).
  • Fix typo in forceatlas2_layout (#7966 <https://github.com/networkx/networkx/pull/7966>_).
  • Add tournament_matrix to docs (#7968 <https://github.com/networkx/networkx/pull/7968>_).
  • Add function descriptions in the threshold.py file (#7906 <https://github.com/networkx/networkx/pull/7906>_).
  • bugfix: use supergraph to compute superpos in plot_clusters example (#7997 <https://github.com/networkx/networkx/pull/7997>_).
  • More random_paths docstring improvements (#7841 <https://github.com/networkx/networkx/pull/7841>_).
  • Add nx-guides link to navbar without dropdown (#8015 <https://github.com/networkx/networkx/pull/8015>_).
  • Clarifying backend graph class interface is_directed+is_multigraph (#8032 <https://github.com/networkx/networkx/pull/8032>_).
  • Fix all sphinx build warnings (#8047 <https://github.com/networkx/networkx/pull/8047>_).
  • Add a new gallery spring layout (#8042 <https://github.com/networkx/networkx/pull/8042>_).
  • Add note about cycles in maximum_flow() (#8058 <https://github.com/networkx/networkx/pull/8058>_).
  • Clarify subgraph node/edge order is not preserved (#8069 <https://github.com/networkx/networkx/pull/8069>_).
  • Fix typo in min_edge_cover docstring (#8075 <https://github.com/networkx/networkx/pull/8075>_).

Maintenance

  • MAINT: wrapping partial with staticmethod() in test_link_prediction.py (#7673 <https://github.com/networkx/networkx/pull/7673>_).
  • Updating pip install in benchmarking workflow (#7647 <https://github.com/networkx/networkx/pull/7647>_).
  • Mv changelist to release deps (#7708 <https://github.com/networkx/networkx/pull/7708>_).
  • Drop support for Python 3.10 (#7668 <https://github.com/networkx/networkx/pull/7668>_).
  • Update minimum dependencies (SPEC 0) (#7711 <https://github.com/networkx/networkx/pull/7711>_).
  • Remove print statements and comments from test suite (#7715 <https://github.com/networkx/networkx/pull/7715>_).
  • Refactor closeness centrality tests (#7712 <https://github.com/networkx/networkx/pull/7712>_).
  • Add Python fallback to random_k_out_graph + document dependencies (#7718 <https://github.com/networkx/networkx/pull/7718>_).
  • Fix sphinx warnings from numpydoc parsing (#7742 <https://github.com/networkx/networkx/pull/7742>_).
  • MAINT: Updating geospatial example to be compatible with osmnx=2.0.0 (#7746 <https://github.com/networkx/networkx/pull/7746>_).
  • Add more tests for nx.lowest_common_ancestor (#7726 <https://github.com/networkx/networkx/pull/7726>_).
  • Update shortest_path and single_target_shortest_path_length for 3.5 (#7754 <https://github.com/networkx/networkx/pull/7754>_).
  • Parametrize edge_subgraph multigraph test (#7737 <https://github.com/networkx/networkx/pull/7737>_).
  • Add filters for LOBPCG convergence warnings (#7778 <https://github.com/networkx/networkx/pull/7778>_).
  • MAINT: Close mpl figures in tests to clear up test env (#7783 <https://github.com/networkx/networkx/pull/7783>_).
  • Update pre-commit linting (#7797 <https://github.com/networkx/networkx/pull/7797>_).
  • Small dispatching refactor: simple __call__ when no backends (#7761 <https://github.com/networkx/networkx/pull/7761>_).
  • Benchmarking: graph atlas (#7766 <https://github.com/networkx/networkx/pull/7766>_).
  • Improve square clustering test derived from Zhang paper (reference 2) (#7811 <https://github.com/networkx/networkx/pull/7811>_).
  • Fix exception for backend-only functions (#7812 <https://github.com/networkx/networkx/pull/7812>_).
  • Add a subplot fixture to automate test cleanup (#7799 <https://github.com/networkx/networkx/pull/7799>_).
  • MAINT: use nx.layout instead of importing layouts (#7819 <https://github.com/networkx/networkx/pull/7819>_).
  • MAINT: Move stub func in the correct scope for pickle test (#7818 <https://github.com/networkx/networkx/pull/7818>_).
  • Ensure standard import conventions are used (#7821 <https://github.com/networkx/networkx/pull/7821>_).
  • Clean up pygrep pre-commit for import convention checks (#7822 <https://github.com/networkx/networkx/pull/7822>_).
  • Add a few more square clustering test cases (#7825 <https://github.com/networkx/networkx/pull/7825>_).
  • Don't use assert when using pytest.raises (#7833 <https://github.com/networkx/networkx/pull/7833>_).
  • Update doc requirements (#7837 <https://github.com/networkx/networkx/pull/7837>_).
  • Update developer requirements (#7839 <https://github.com/networkx/networkx/pull/7839>_).
  • MAINT: Minus not underscore in the dep package name (#7840 <https://github.com/networkx/networkx/pull/7840>_).
  • Update readwrite docstrings for the path parameter (#7835 <https://github.com/networkx/networkx/pull/7835>_).
  • Fix docstring example of nx.generate_random_paths(index_map=...) (#7832 <https://github.com/networkx/networkx/pull/7832>_).
  • Fix use of triple backticks in docstrings (#7845 <https://github.com/networkx/networkx/pull/7845>_).
  • Add .mailmap file to consilidate contributors (#7853 <https://github.com/networkx/networkx/pull/7853>_).
  • TST: Refactor example test case generation functions (#7844 <https://github.com/networkx/networkx/pull/7844>_).
  • Refactor network_simplex test of faux_infinity (#7858 <https://github.com/networkx/networkx/pull/7858>_).
  • Change CRLF format of two files (#7861 <https://github.com/networkx/networkx/pull/7861>_).
  • Fix some typos (#7863 <https://github.com/networkx/networkx/pull/7863>_).
  • Pre commit hooks to check line endings and trailing whitespace (#7862 <https://github.com/networkx/networkx/pull/7862>_).
  • MAINT: replace the SHAs for blame and move the changes within pre-commit (#7869 <https://github.com/networkx/networkx/pull/7869>_).
  • Rm stray instances of sparse matrices from test suite (#7860 <https://github.com/networkx/networkx/pull/7860>_).
  • Remove unused imports (#7864 <https://github.com/networkx/networkx/pull/7864>_).
  • Remove unnecessary dict(...) for SSSP algos that return dicts (#7878 <https://github.com/networkx/networkx/pull/7878>_).
  • Change function calls to address pandas linting (#7885 <https://github.com/networkx/networkx/pull/7885>_).
  • Activate pycodestyle in linting pre-commit (#7859 <https://github.com/networkx/networkx/pull/7859>_).
  • Correct sphinx warnings from doc build (#7888 <https://github.com/networkx/networkx/pull/7888>_).
  • effective_size of nodes with only self-loop edges is undefined (#7347 <https://github.com/networkx/networkx/pull/7347>_).
  • DOC: docstring changes to to_dict_of_dicts and attr_matrix and input name change in min_fill_in_heuristic (#7883 <https://github.com/networkx/networkx/pull/7883>_).
  • Update layout.py (#7939 <https://github.com/networkx/networkx/pull/7939>_).
  • Tree isomorphism input validation (#7920 <https://github.com/networkx/networkx/pull/7920>_).
  • Tweaks and notes from a dive into backends.py (#7884 <https://github.com/networkx/networkx/pull/7884>_).
  • MAINT: Follow-up to 7945 - rm helper function (#7952 <https://github.com/networkx/networkx/pull/7952>_).
  • Some light refactoring to make the tree isomorphism tests more readable (#7924 <https://github.com/networkx/networkx/pull/7924>_).
  • new try at will_call_mutate_inputs (#7959 <https://github.com/networkx/networkx/pull/7959>_).
  • MAINT: rm debug print from similarity module (#7937 <https://github.com/networkx/networkx/pull/7937>_).
  • Improve special cases in dispatch testing (paying off tech debt) (#7982 <https://github.com/networkx/networkx/pull/7982>_).
  • Remove unused import in convert_matrix.py (networkx.utils.not_implemented_for) (#7983 <https://github.com/networkx/networkx/pull/7983>_).
  • Use -n auto from pytest-xdist for dispatch and coverage CI jobs (#7987 <https://github.com/networkx/networkx/pull/7987>_).
  • Make test file names unique to be threadsafe (#7998 <https://github.com/networkx/networkx/pull/7998>_).
  • Update pre-commit repos (#8017 <https://github.com/networkx/networkx/pull/8017>_).
  • Minor follow-up to gh-8002 tests (#8016 <https://github.com/networkx/networkx/pull/8016>_).
  • Add linting for line length in docstrings and comments (#7938 <https://github.com/networkx/networkx/pull/7938>_).
  • Add sg_execution_times.rst to gitignore (#8025 <https://github.com/networkx/networkx/pull/8025>_).
  • Support both pydot v3 and pydot v4 (#8027 <https://github.com/networkx/networkx/pull/8027>_).
  • Update copyright license years (#8038 <https://github.com/networkx/networkx/pull/8038>_).
  • Fix all sphinx build warnings (#8047 <https://github.com/networkx/networkx/pull/8047>_).
  • Fix intermittent test failures in expander graph generator tests (#8048 <https://github.com/networkx/networkx/pull/8048>_).
  • Refactor tree_isomorphism to improve code reuse and readability (#7929 <https://github.com/networkx/networkx/pull/7929>_).
  • STY: Rm local variable remapping of heappush and heappop (#8051 <https://github.com/networkx/networkx/pull/8051>_).
  • TST: Minor improvements to layout test suite (#8049 <https://github.com/networkx/networkx/pull/8049>_).
  • Minor refactor to cleanup/improve matching test suite (#8068 <https://github.com/networkx/networkx/pull/8068>_).

Contributors

56 authors added to this release (alphabetically):

  • @Bigstool <https://github.com/Bigstool>_
  • @Celelibi <https://github.com/Celelibi>_
  • @Frankwii <https://github.com/Frankwii>_
  • @lmeNaN <https://github.com/lmeNaN>_
  • @nelsonaloysio <https://github.com/nelsonaloysio>_
  • @Schwarf <https://github.com/Schwarf>_
  • @vtrifonov-altos <https://github.com/vtrifonov-altos>_
  • @vttrifonov <https://github.com/vttrifonov>_
  • @xavieronassis <https://github.com/xavieronassis>_
  • Aditi Juneja (@Schefflera-Arboricola <https://github.com/Schefflera-Arboricola>_)
  • akshita (@akshitasure12 <https://github.com/akshitasure12>_)
  • Alejandro Candioti (@amcandio <https://github.com/amcandio>_)
  • Andrew Knyazev, Professor Emeritus (@lobpcg <https://github.com/lobpcg>_)
  • Anthony Labarre (@alabarre <https://github.com/alabarre>_)
  • Anthony Mahanna (@aMahanna <https://github.com/aMahanna>_)
  • Christian Clauss (@cclauss <https://github.com/cclauss>_)
  • Colman Bouton (@LorentzFactor <https://github.com/LorentzFactor>_)
  • Dan Schult (@dschult <https://github.com/dschult>_)
  • dgpb (@dg-pb <https://github.com/dg-pb>_)
  • Elfarouk Harb (@FaroukY <https://github.com/FaroukY>_)
  • Erik Welch (@eriknw <https://github.com/eriknw>_)
  • Fei Pan (@fei0319 <https://github.com/fei0319>_)
  • Fernando Pérez (@fperez <https://github.com/fperez>_)
  • Gilles Peiffer (@Peiffap <https://github.com/Peiffap>_)
  • gmichaeli (@GalMichaeli <https://github.com/GalMichaeli>_)
  • Hesam Sheikh (@hesamsheikh <https://github.com/hesamsheikh>_)
  • Hiroki Hamaguchi (@HirokiHamaguchi <https://github.com/HirokiHamaguchi>_)
  • Jarrod Millman (@jarrodmillman <https://github.com/jarrodmillman>_)
  • Jason Mitchell (@oestej <https://github.com/oestej>_)
  • Juanita Gomez (@juanis2112 <https://github.com/juanis2112>_)
  • Keith Hughitt (@khughitt <https://github.com/khughitt>_)
  • Matt Schwennesen (@mjschwenne <https://github.com/mjschwenne>_)
  • Matt Thorne (@MattThorne <https://github.com/MattThorne>_)
  • Maverick18 (@Aditya-Shandilya1182 <https://github.com/Aditya-Shandilya1182>_)
  • Michael Weinold (@michaelweinold <https://github.com/michaelweinold>_)
  • Morteza24 (@Morteza-24 <https://github.com/Morteza-24>_)
  • Mridul Seth (@MridulS <https://github.com/MridulS>_)
  • Nikolaos Chatzikonstantinou (@createyourpersonalaccount <https://github.com/createyourpersonalaccount>_)
  • Peter C Kroon (@pckroon <https://github.com/pckroon>_)
  • Po-Lin Cho (@berlincho <https://github.com/berlincho>_)
  • Qian Zhang (@QianZhang19 <https://github.com/QianZhang19>_)
  • Raj Pawar (@Raj3110 <https://github.com/Raj3110>_)
  • Ralph Liu (@nv-rliu <https://github.com/nv-rliu>_)
  • Ratan Kulshreshtha (@RatanShreshtha <https://github.com/RatanShreshtha>_)
  • Ricardo Bittencourt (@ricbit <https://github.com/ricbit>_)
  • Rick Ratzel (@rlratzel <https://github.com/rlratzel>_)
  • Ross Barnowski (@rossbar <https://github.com/rossbar>_)
  • Shiyun(Arthur) Hu (@Shiyun-Hu <https://github.com/Shiyun-Hu>_)
  • Shunyang Li (@ShunyangLi <https://github.com/ShunyangLi>_)
  • Thomas Louf (@TLouf <https://github.com/TLouf>_)
  • Théo Cavignac (@Lattay <https://github.com/Lattay>_)
  • TL Vromen (@ThijsVromen <https://github.com/ThijsVromen>_)
  • Woojin Jung (@WoojinJung-04 <https://github.com/WoojinJung-04>_)
  • Xiao Yuan (@yuanx749 <https://github.com/yuanx749>_)
  • Zhige Xin (@xinzhige <https://github.com/xinzhige>_)
  • 大王白小甫 (@dawangbaixiaofu <https://github.com/dawangbaixiaofu>_)

32 reviewers added to this release (alphabetically):

  • @Celelibi <https://github.com/Celelibi>_
  • @Schwarf <https://github.com/Schwarf>_
  • @vttrifonov <https://github.com/vttrifonov>_
  • Aditi Juneja (@Schefflera-Arboricola <https://github.com/Schefflera-Arboricola>_)
  • Alejandro Candioti (@amcandio <https://github.com/amcandio>_)
  • Anthony Mahanna (@aMahanna <https://github.com/aMahanna>_)
  • Chuck Hastings (@ChuckHastings <https://github.com/ChuckHastings>_)
  • Colman Bouton (@LorentzFactor <https://github.com/LorentzFactor>_)
  • Dan Schult (@dschult <https://github.com/dschult>_)
  • Elfarouk Harb (@FaroukY <https://github.com/FaroukY>_)
  • Erik Welch (@eriknw <https://github.com/eriknw>_)
  • Fei Pan (@fei0319 <https://github.com/fei0319>_)
  • Gilles Peiffer (@Peiffap <https://github.com/Peiffap>_)
  • gmichaeli (@GalMichaeli <https://github.com/GalMichaeli>_)
  • Hiroki Hamaguchi (@HirokiHamaguchi <https://github.com/HirokiHamaguchi>_)
  • Jarrod Millman (@jarrodmillman <https://github.com/jarrodmillman>_)
  • Keith Hughitt (@khughitt <https://github.com/khughitt>_)
  • Matt Schwennesen (@mjschwenne <https://github.com/mjschwenne>_)
  • Matt Thorne (@MattThorne <https://github.com/MattThorne>_)
  • Michael Martini (@MichaelMartini-Celonis <https://github.com/MichaelMartini-Celonis>_)
  • Mridul Seth (@MridulS <https://github.com/MridulS>_)
  • Qian Zhang (@QianZhang19 <https://github.com/QianZhang19>_)
  • Raj Pawar (@Raj3110 <https://github.com/Raj3110>_)
  • Ricardo Bittencourt (@ricbit <https://github.com/ricbit>_)
  • Rick Ratzel (@rlratzel <https://github.com/rlratzel>_)
  • Ross Barnowski (@rossbar <https://github.com/rossbar>_)
  • Ruida Zeng (@ruidazeng <https://github.com/ruidazeng>_)
  • Shiyun(Arthur) Hu (@Shiyun-Hu <https://github.com/Shiyun-Hu>_)
  • Thomas Louf (@TLouf <https://github.com/TLouf>_)
  • TL Vromen (@ThijsVromen <https://github.com/ThijsVromen>_)
  • Woojin Jung (@WoojinJung-04 <https://github.com/WoojinJung-04>_)
  • Xiao Yuan (@yuanx749 <https://github.com/yuanx749>_)

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