List of pull requests

• Bump actions/checkout from 3 to 4 by @dependabot in #4850
• [REF] use underscore for unused variable in loop by @Remi-Gau in #4846
• [REF] simplify empty collection comparison by @Remi-Gau in #4845
• [REF] use join by @Remi-Gau in #4844
• [REF] avoid not any() or not all() by @Remi-Gau in #4843
• [FIX] rendering version changed by @Remi-Gau in #4842
• [REF] use dict comprehension by @Remi-Gau in #4833
• [REF] refactor unnecessary else block by @Remi-Gau in #4826
• [REF] apply sourcery suggestions to use comprehension by @Remi-Gau in #4822
• [REF] apply use-fstring suggested by sourcery by @Remi-Gau in #4819
• [REF] remove redundant slice index by @Remi-Gau in #4825
• [FIX] use linebreaks in doc to avoid noqa by @Remi-Gau in #4815
• [STY] apply US spelling by @Remi-Gau in #4707
• [REF] move assign variable within the if block where they are needed by @Remi-Gau in #4823
• [REF] Apply de Morgan's law for conditional by @Remi-Gau in #4831
• [REF] simplify-len-comparison by @Remi-Gau in #4821
• chore: update pre-commit hooks by @pre-commit-ci in #4858
• [FIX] release_docs workflow by @man-shu in #4854
• [STY] run style checks on doc by @Remi-Gau in #4818
• [MAINT] Post-release 0.11.0 by @Remi-Gau in #4861
• [REF] use get item where possible by @Remi-Gau in #4832
• [DOC] use higher contrast pygment style for dark mode by @Remi-Gau in #4847
• [MAINT] add pyarrow dependencies for some test and doc build by @Remi-Gau in #4863
• [REF] use list extend instead of append by @Remi-Gau in #4827
• [REF] minor refactor of example by @Remi-Gau in #4867
• [REF] Do simple refactor on resample_img by @Remi-Gau in #4864
• [REF] refactor maint tools by @Remi-Gau in #4866
• [REF] simplify assignement by @Remi-Gau in #4824
• [REF] Simple refactor of permuted_ols by @Remi-Gau in #4865
• [FIX][ENH][DOC] allow events and design matrices inputs to be pathlike by @Remi-Gau in #4807
• [FIX] Fix dead links by @Remi-Gau in #4814
• [DOC] add min and max for plot_matrix in examples by @Remi-Gau in #4882
• [REF] refactor permute_ols by @Remi-Gau in #4875
• [FIX] Save gifti with datatype None by @man-shu in #4857
• [REF] refactor group_sparse_covariance by @Remi-Gau in #4899
• [FIX] ignore link that gives 403 Client Error: Forbidden for url by @Remi-Gau in #4901
• [FIX] simplify table loading by @Remi-Gau in #4895
• [FIX] update tag checks for sklearn 1.7 by @Remi-Gau in #4903
• [REF] further refactor of permuted_ols by @Remi-Gau in #4905
• [REF] fix last-if-guard and lift-return-into-if by @Remi-Gau in #4909
• [REF] refactor 1D and 2D surface fixtures by @Remi-Gau in #4897
• [FIX] update estimator checks for sklearn 1.6 by @Remi-Gau in #4925
• [MAINT] check constructors compatibility with scikitlearn in nilearn.decomposition by @Remi-Gau in #4918
• [REF] merge duplicate blocks by @Remi-Gau in #4908
• [MAINT] update constructors of estimators in nilearn.connectome for sklearn compliance by @Remi-Gau in #4915
• [MAINT] check compatibility of FirstLevelModel with scikitlearn by @Remi-Gau in #4912
• [FIX] Properly set number fo permutation chunks when n_jobs > n_perm by @Remi-Gau in #4911
• chore: update pre-commit hooks by @pre-commit-ci in #4923
• [REF] refactor long tests in nilearn/tests/test_signal.py by @Remi-Gau in #4919
• [MAINT] Fail fast for test matrix by @Remi-Gau in #4927
• [MAINT] remove pre-commit related workflows by @Remi-Gau in #4775
• [FIX] fix dead link by @Remi-Gau in #4933
• [MAINT] remove some checks for matplotlib we no longer support by @Remi-Gau in #4936
• [FIX] change stacklevel warning label masker by @Remi-Gau in #4938
• [ENH] Do sklearn checks on SurfaceLabelsMasker by @man-shu in #4921
• [ENH] allow using confounds via fit_transform in SurfaceLabelsMasker by @man-shu in #4926
• [ENH] Refactor surf_mask fixture to be 1D by @man-shu in #4930
• [MAINT] remove deprecation warning session -> run by @Remi-Gau in #4940
• [ENH] Accept mask_img in SurfaceLabelsMasker by @man-shu in #4937
• [FIX] rename parameter for inverse_transform of SurfaceMasker by @Remi-Gau in #4941
• [STY] apply US spelling by @DimitriPapadopoulos in #4944
• [STY] Apply a couple preview ruff rules by @DimitriPapadopoulos in #4943
• [DOC] Add comparison of meaning differences of GLM between different libraries by @tpremrud in #4287
• [BOT] update AUTHORS.rst and doc/changes/names.rst by @github-actions in #4945
• [ENH] add bluesky and youtube badge to readme by @Remi-Gau in #4946
• [FIX] add some stacklevel in warnings by @Remi-Gau in #4947
• [REF] refactor long tests test_find_cuts by @Remi-Gau in #4920
• [FIX] add nilearn tags to estimators by @Remi-Gau in #4935
• [ENH] Implement surface maps masker by @man-shu in #4830
• [DOC] use short ref to nilearn functions and classes in the examples by @Remi-Gau in #4892
• [FIX] allow use of small alpha value for plot_img_on_surf by @paulcbogdan in #4906
• [FIX] fix expand user path when passing niimg filename by @Remi-Gau in #4948
• [MAINT] Refactor tags surface masker by @Remi-Gau in #4950
• [REF] refactor fetch localizer contrasts by @Remi-Gau in #4928
• [MAINT] version checks clean up by @Remi-Gau in #4949
• [FIX] add two_sided parameter to RegionExtractor by @hndgzkn in #4849
• chore: update pre-commit hooks by @pre-commit-ci in #4957
• [REF] refactor surface fixtures by @Remi-Gau in #4955
• [MAINT] use UV to install in CI by @Remi-Gau in #4958
• [FIX] Add ClassVar type to mutable class defaults by @badrinini in #4954
• Revert "[MAINT] use UV to install in CI" by @Remi-Gau in #4963
• [FIX] Change link to TFCE tutorial by @Remi-Gau in #4962
• [MAINT] check compatibility of (multi)nifti masker with scikitlearn by @Remi-Gau in #4913
• [FIX] make HierarchicalKMeans.fit() takes X as array of shape [n_samples, n_features] by @Remi-Gau in #4939
• [FIX] allow support for confounds as numpy arrays in FirstLevelModel by @Remi-Gau in #4967
• [ENH] Allow Parcellations to work with Surface API by @man-shu in #4756
• REL 0.11.1 by @Remi-Gau in #4971
• [FIX] ensure list of images can be fitted by a SurfaceMasker instance even if it has a mask by @Remi-Gau in #4975

New Contributors

• @pre-commit-ci made their first contribution in #4858
• @tpremrud made their first contribution in #4287
• @badrinini made their first contribution in #4954

Full Changelog: 0.11.0...0.11.1